{
 "w_default": 0.5,
 "n_materials": 28,
 "n_matched": 26,
 "n_corrected": 11,
 "n_firm": 10,
 "n_binding": 4,
 "n_driver_review": 3,
 "note": "Attribution constraint (not physics): mine-origin credit is bounded by production minus a trade-independent consumption estimate; the mirror-trade origin share is guardrailed (cannot exceed exportable) and pulled toward the exportable prior at w=0.5 (a documented knob, so corrected shares are midpoints of [observed, exportable]). Each row carries top_bind = how far consumption moves it vs a zero-consumption baseline; where ~0 the mine leader consumes almost none of what it digs, so the anchor is a midpoint prior there, not a consumption-constrained result. Materials whose consumption split is mis-paired to a wrong-industry driver (gallium/germanium/beryllium on silicon-fab spend) are flagged driver-review, not corrected. Stage-divergent materials (mined form != traded form) are flagged, not corrected.",
 "mean_gap": 31.2,
 "results": [
  {
   "material": "germanium",
   "title": "Germanium",
   "wmd_stage": "refinery",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.676,
   "conf": "moderate",
   "firm": false,
   "recycle": 0.3,
   "stage_note": "",
   "top": "China",
   "top_gap": 63.5,
   "top_obs": 21.6,
   "top_expble": 85.1,
   "top_corrected": null,
   "porigin": false,
   "top_bind": 4.0,
   "binds": true,
   "driver_review": "split from silicon-fab spend; Ge is consumed in fibre/IR optics & PET \u2014 different geography",
   "rows": [
    {
     "iso": "CN",
     "name": "China",
     "prod_t": 140,
     "prod_pc": 93,
     "cons_t": 17,
     "obs_pc": 21.6,
     "expble_pc": 85.1,
     "gap": 63.5,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "RU",
     "name": "Russia",
     "prod_t": 5,
     "prod_pc": 3,
     "cons_t": 1,
     "obs_pc": 7.6,
     "expble_pc": 2.8,
     "gap": -4.7,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "JP",
     "name": "Japan",
     "prod_t": 2,
     "prod_pc": 1,
     "cons_t": 7,
     "obs_pc": 3.4,
     "expble_pc": 0.0,
     "gap": -3.4,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "US",
     "name": "United States",
     "prod_t": 2,
     "prod_pc": 1,
     "cons_t": 24,
     "obs_pc": 7.9,
     "expble_pc": 0.0,
     "gap": -7.9,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "CD",
     "name": "Congo [DRC]",
     "prod_t": 1,
     "prod_pc": 1,
     "cons_t": 0,
     "obs_pc": 0.0,
     "expble_pc": 0.7,
     "gap": 0.7,
     "corrected_pc": null,
     "review": false
    }
   ]
  },
  {
   "material": "gallium",
   "title": "Gallium",
   "wmd_stage": "refinery",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.936,
   "conf": "moderate",
   "firm": false,
   "recycle": 0.0,
   "stage_note": "",
   "top": "China",
   "top_gap": 55.9,
   "top_obs": 21.6,
   "top_expble": 77.6,
   "top_corrected": null,
   "porigin": false,
   "top_bind": 10.7,
   "binds": true,
   "driver_review": "split from silicon-fab spend; Ga is consumed in compound-semi/LED \u2014 different geography",
   "rows": [
    {
     "iso": "CN",
     "name": "China",
     "prod_t": 974,
     "prod_pc": 99,
     "cons_t": 148,
     "obs_pc": 21.6,
     "expble_pc": 77.6,
     "gap": 55.9,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "RU",
     "name": "Russia",
     "prod_t": 7,
     "prod_pc": 1,
     "cons_t": 0,
     "obs_pc": 7.6,
     "expble_pc": 0.7,
     "gap": -6.9,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "JP",
     "name": "Japan",
     "prod_t": 3,
     "prod_pc": 0,
     "cons_t": 64,
     "obs_pc": 3.4,
     "expble_pc": 0.0,
     "gap": -3.4,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": null,
     "name": null,
     "prod_t": 3,
     "prod_pc": 0,
     "cons_t": 0,
     "obs_pc": 0.0,
     "expble_pc": 0.3,
     "gap": 0.3,
     "corrected_pc": null,
     "review": false
    }
   ]
  },
  {
   "material": "nickel",
   "title": "Nickel, unwrought",
   "wmd_stage": "mine",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.777,
   "conf": "good",
   "firm": true,
   "recycle": 0.3,
   "stage_note": "",
   "top": "Indonesia",
   "top_gap": 54.9,
   "top_obs": 6.9,
   "top_expble": 61.8,
   "top_corrected": 34.3,
   "porigin": false,
   "top_bind": 0.1,
   "binds": false,
   "driver_review": "",
   "rows": [
    {
     "iso": "ID",
     "name": "Indonesia",
     "prod_t": 2300000,
     "prod_pc": 62,
     "cons_t": 19836,
     "obs_pc": 6.9,
     "expble_pc": 61.8,
     "gap": 54.9,
     "corrected_pc": 34.3,
     "review": false
    },
    {
     "iso": "PH",
     "name": "Philippines",
     "prod_t": 354132,
     "prod_pc": 10,
     "cons_t": 2187,
     "obs_pc": 0.0,
     "expble_pc": 9.6,
     "gap": 9.5,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "RU",
     "name": "Russia",
     "prod_t": 217000,
     "prod_pc": 6,
     "cons_t": 87410,
     "obs_pc": 9.8,
     "expble_pc": 4.0,
     "gap": -5.8,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "CA",
     "name": "Canada",
     "prod_t": 132429,
     "prod_pc": 4,
     "cons_t": 18987,
     "obs_pc": 13.8,
     "expble_pc": 3.2,
     "gap": -10.6,
     "corrected_pc": null,
     "review": true
    },
    {
     "iso": "NC",
     "name": "New Caledonia",
     "prod_t": 115510,
     "prod_pc": 3,
     "cons_t": 0,
     "obs_pc": 0.0,
     "expble_pc": 3.1,
     "gap": 3.1,
     "corrected_pc": null,
     "review": false
    }
   ]
  },
  {
   "material": "arsenic",
   "title": "Arsenic",
   "wmd_stage": "mine",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.82,
   "conf": "rough",
   "firm": true,
   "recycle": 0.0,
   "stage_note": "",
   "top": "Peru",
   "top_gap": 50.8,
   "top_obs": 0.0,
   "top_expble": 50.8,
   "top_corrected": 25.4,
   "porigin": false,
   "top_bind": 0.1,
   "binds": false,
   "driver_review": "",
   "rows": [
    {
     "iso": "PE",
     "name": "Peru",
     "prod_t": 32028,
     "prod_pc": 51,
     "cons_t": 85,
     "obs_pc": 0.0,
     "expble_pc": 50.8,
     "gap": 50.8,
     "corrected_pc": 25.4,
     "review": false
    },
    {
     "iso": "CN",
     "name": "China",
     "prod_t": 24000,
     "prod_pc": 38,
     "cons_t": 10653,
     "obs_pc": 81.1,
     "expble_pc": 11.6,
     "gap": -69.5,
     "corrected_pc": null,
     "review": true
    },
    {
     "iso": "MA",
     "name": "Morocco",
     "prod_t": 5200,
     "prod_pc": 8,
     "cons_t": 89,
     "obs_pc": 0.0,
     "expble_pc": 8.1,
     "gap": 8.1,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "BE",
     "name": "Belgium",
     "prod_t": 1000,
     "prod_pc": 2,
     "cons_t": 68,
     "obs_pc": 3.4,
     "expble_pc": 1.4,
     "gap": -1.9,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "RU",
     "name": "Russia",
     "prod_t": 500,
     "prod_pc": 1,
     "cons_t": 736,
     "obs_pc": 0.0,
     "expble_pc": 0.0,
     "gap": 0.0,
     "corrected_pc": null,
     "review": false
    }
   ]
  },
  {
   "material": "beryllium",
   "title": "Beryllium, unwrought",
   "wmd_stage": "mine",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.5,
   "conf": "moderate",
   "firm": false,
   "recycle": 0.1,
   "stage_note": "",
   "top": "United States",
   "top_gap": 48.9,
   "top_obs": 0.0,
   "top_expble": 48.9,
   "top_corrected": null,
   "porigin": false,
   "top_bind": 5.1,
   "binds": true,
   "driver_review": "split from silicon-fab spend; Be is consumed in specialty alloys/aerospace \u2014 different geography",
   "rows": [
    {
     "iso": "US",
     "name": "United States",
     "prod_t": 5750,
     "prod_pc": 59,
     "cons_t": 35,
     "obs_pc": 0.0,
     "expble_pc": 48.9,
     "gap": 48.9,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "CN",
     "name": "China",
     "prod_t": 1900,
     "prod_pc": 20,
     "cons_t": 31,
     "obs_pc": 0.7,
     "expble_pc": 10.3,
     "gap": 9.6,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "MZ",
     "name": "Mozambique",
     "prod_t": 1421,
     "prod_pc": 15,
     "cons_t": 0,
     "obs_pc": 0.0,
     "expble_pc": 14.7,
     "gap": 14.7,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "BR",
     "name": "Brazil",
     "prod_t": 370,
     "prod_pc": 4,
     "cons_t": 1,
     "obs_pc": 0.0,
     "expble_pc": 3.5,
     "gap": 3.5,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "NG",
     "name": "Nigeria",
     "prod_t": 190,
     "prod_pc": 2,
     "cons_t": 0,
     "obs_pc": 0.0,
     "expble_pc": 2.0,
     "gap": 2.0,
     "corrected_pc": null,
     "review": false
    }
   ]
  },
  {
   "material": "cobalt",
   "title": "Cobalt oxides & hydroxides",
   "wmd_stage": "mine",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.399,
   "conf": "good",
   "firm": true,
   "recycle": 0.25,
   "stage_note": "",
   "top": "Congo [DRC]",
   "top_gap": 41.3,
   "top_obs": 33.2,
   "top_expble": 74.5,
   "top_corrected": 53.9,
   "porigin": false,
   "top_bind": 0.0,
   "binds": false,
   "driver_review": "",
   "rows": [
    {
     "iso": "CD",
     "name": "Congo [DRC]",
     "prod_t": 200253,
     "prod_pc": 74,
     "cons_t": 0,
     "obs_pc": 33.2,
     "expble_pc": 74.5,
     "gap": 41.3,
     "corrected_pc": 53.9,
     "review": false
    },
    {
     "iso": "ID",
     "name": "Indonesia",
     "prod_t": 30920,
     "prod_pc": 12,
     "cons_t": 110,
     "obs_pc": 0.0,
     "expble_pc": 11.5,
     "gap": 11.5,
     "corrected_pc": 5.7,
     "review": false
    },
    {
     "iso": "RU",
     "name": "Russia",
     "prod_t": 8600,
     "prod_pc": 3,
     "cons_t": 34,
     "obs_pc": 0.0,
     "expble_pc": 3.2,
     "gap": 3.2,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "AU",
     "name": "Australia",
     "prod_t": 4773,
     "prod_pc": 2,
     "cons_t": 629,
     "obs_pc": 0.0,
     "expble_pc": 1.6,
     "gap": 1.6,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "CA",
     "name": "Canada",
     "prod_t": 3546,
     "prod_pc": 1,
     "cons_t": 1098,
     "obs_pc": 0.0,
     "expble_pc": 0.9,
     "gap": 0.9,
     "corrected_pc": null,
     "review": false
    }
   ]
  },
  {
   "material": "tantalum",
   "title": "Tantalum, unwrought",
   "wmd_stage": "mine",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.559,
   "conf": "moderate",
   "firm": true,
   "recycle": 0.05,
   "stage_note": "",
   "top": "Congo [DRC]",
   "top_gap": 41.1,
   "top_obs": 0.0,
   "top_expble": 41.1,
   "top_corrected": 20.6,
   "porigin": false,
   "top_bind": 0.0,
   "binds": false,
   "driver_review": "",
   "rows": [
    {
     "iso": "CD",
     "name": "Congo [DRC]",
     "prod_t": 1140,
     "prod_pc": 41,
     "cons_t": 0,
     "obs_pc": 0.0,
     "expble_pc": 41.1,
     "gap": 41.1,
     "corrected_pc": 20.6,
     "review": false
    },
    {
     "iso": "RW",
     "name": "Rwanda",
     "prod_t": 545,
     "prod_pc": 20,
     "cons_t": 0,
     "obs_pc": 0.0,
     "expble_pc": 19.6,
     "gap": 19.6,
     "corrected_pc": 9.8,
     "review": false
    },
    {
     "iso": "BR",
     "name": "Brazil",
     "prod_t": 400,
     "prod_pc": 14,
     "cons_t": 4,
     "obs_pc": 0.0,
     "expble_pc": 14.2,
     "gap": 14.2,
     "corrected_pc": 7.1,
     "review": false
    },
    {
     "iso": "ET",
     "name": "Ethiopia",
     "prod_t": 210,
     "prod_pc": 8,
     "cons_t": 0,
     "obs_pc": 0.0,
     "expble_pc": 7.6,
     "gap": 7.6,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "NG",
     "name": "Nigeria",
     "prod_t": 190,
     "prod_pc": 7,
     "cons_t": 0,
     "obs_pc": 0.0,
     "expble_pc": 6.8,
     "gap": 6.8,
     "corrected_pc": null,
     "review": false
    }
   ]
  },
  {
   "material": "platinum",
   "title": "Platinum, unwrought",
   "wmd_stage": "mine",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.383,
   "conf": "good",
   "firm": true,
   "recycle": 0.25,
   "stage_note": "",
   "top": "South Africa",
   "top_gap": 40.3,
   "top_obs": 29.5,
   "top_expble": 69.9,
   "top_corrected": 49.7,
   "porigin": false,
   "top_bind": 0.0,
   "binds": false,
   "driver_review": "",
   "rows": [
    {
     "iso": "ZA",
     "name": "South Africa",
     "prod_t": 125634,
     "prod_pc": 70,
     "cons_t": 1,
     "obs_pc": 29.5,
     "expble_pc": 69.9,
     "gap": 40.3,
     "corrected_pc": 49.7,
     "review": false
    },
    {
     "iso": "RU",
     "name": "Russia",
     "prod_t": 20750,
     "prod_pc": 12,
     "cons_t": 1,
     "obs_pc": 3.0,
     "expble_pc": 11.3,
     "gap": 8.3,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "ZW",
     "name": "Zimbabwe",
     "prod_t": 18911,
     "prod_pc": 11,
     "cons_t": 0,
     "obs_pc": 0.0,
     "expble_pc": 10.6,
     "gap": 10.6,
     "corrected_pc": 5.3,
     "review": false
    },
    {
     "iso": "CA",
     "name": "Canada",
     "prod_t": 5974,
     "prod_pc": 3,
     "cons_t": 2,
     "obs_pc": 0.2,
     "expble_pc": 2.6,
     "gap": 2.5,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "US",
     "name": "United States",
     "prod_t": 3010,
     "prod_pc": 2,
     "cons_t": 10,
     "obs_pc": 2.6,
     "expble_pc": 0.0,
     "gap": -2.6,
     "corrected_pc": null,
     "review": false
    }
   ]
  },
  {
   "material": "phosphate",
   "title": "Phosphate rock",
   "wmd_stage": "mine",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.86,
   "conf": "good",
   "firm": true,
   "recycle": 0.0,
   "stage_note": "",
   "top": "China",
   "top_gap": 22.7,
   "top_obs": 0.3,
   "top_expble": 23.0,
   "top_corrected": 11.7,
   "porigin": false,
   "top_bind": 10.5,
   "binds": true,
   "driver_review": "",
   "rows": [
    {
     "iso": "CN",
     "name": "China",
     "prod_t": 34058400,
     "prod_pc": 44,
     "cons_t": 46457683,
     "obs_pc": 0.3,
     "expble_pc": 23.0,
     "gap": 22.7,
     "corrected_pc": 11.7,
     "review": false
    },
    {
     "iso": "MA",
     "name": "Morocco",
     "prod_t": 11271900,
     "prod_pc": 15,
     "cons_t": 941740,
     "obs_pc": 24.9,
     "expble_pc": 14.2,
     "gap": -10.7,
     "corrected_pc": null,
     "review": true
    },
    {
     "iso": "RU",
     "name": "Russia",
     "prod_t": 5968400,
     "prod_pc": 8,
     "cons_t": 3536999,
     "obs_pc": 1.4,
     "expble_pc": 6.1,
     "gap": 4.7,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "US",
     "name": "United States",
     "prod_t": 5451000,
     "prod_pc": 7,
     "cons_t": 17831217,
     "obs_pc": 0.0,
     "expble_pc": 0.0,
     "gap": -0.0,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "JO",
     "name": "Jordan",
     "prod_t": 3685290,
     "prod_pc": 5,
     "cons_t": 0,
     "obs_pc": 22.7,
     "expble_pc": 4.8,
     "gap": -17.9,
     "corrected_pc": null,
     "review": true
    }
   ]
  },
  {
   "material": "phosphorus",
   "title": "Phosphorus",
   "wmd_stage": "mine",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.877,
   "conf": "good",
   "firm": true,
   "recycle": 0.0,
   "stage_note": "",
   "top": "China",
   "top_gap": 21.9,
   "top_obs": 0.9,
   "top_expble": 22.8,
   "top_corrected": 11.9,
   "porigin": false,
   "top_bind": 10.6,
   "binds": true,
   "driver_review": "",
   "rows": [
    {
     "iso": "CN",
     "name": "China",
     "prod_t": 34058400,
     "prod_pc": 44,
     "cons_t": 10640938,
     "obs_pc": 0.9,
     "expble_pc": 22.8,
     "gap": 21.9,
     "corrected_pc": 11.9,
     "review": false
    },
    {
     "iso": "MA",
     "name": "Morocco",
     "prod_t": 11271900,
     "prod_pc": 15,
     "cons_t": 218540,
     "obs_pc": 0.0,
     "expble_pc": 14.2,
     "gap": 14.2,
     "corrected_pc": 7.1,
     "review": false
    },
    {
     "iso": "RU",
     "name": "Russia",
     "prod_t": 5968400,
     "prod_pc": 8,
     "cons_t": 822012,
     "obs_pc": 0.0,
     "expble_pc": 6.1,
     "gap": 6.1,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "US",
     "name": "United States",
     "prod_t": 5451000,
     "prod_pc": 7,
     "cons_t": 4019384,
     "obs_pc": 7.0,
     "expble_pc": 0.0,
     "gap": -7.0,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "JO",
     "name": "Jordan",
     "prod_t": 3685290,
     "prod_pc": 5,
     "cons_t": 0,
     "obs_pc": 0.0,
     "expble_pc": 4.8,
     "gap": 4.8,
     "corrected_pc": null,
     "review": false
    }
   ]
  },
  {
   "material": "niobium",
   "title": "Ferro-niobium",
   "wmd_stage": "mine",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.896,
   "conf": "good",
   "firm": true,
   "recycle": 0.2,
   "stage_note": "",
   "top": "Brazil",
   "top_gap": 19.3,
   "top_obs": 71.8,
   "top_expble": 91.2,
   "top_corrected": 81.5,
   "porigin": false,
   "top_bind": 0.4,
   "binds": false,
   "driver_review": "",
   "rows": [
    {
     "iso": "BR",
     "name": "Brazil",
     "prod_t": 113903,
     "prod_pc": 92,
     "cons_t": 1259,
     "obs_pc": 71.8,
     "expble_pc": 91.2,
     "gap": 19.3,
     "corrected_pc": 81.5,
     "review": false
    },
    {
     "iso": "CA",
     "name": "Canada",
     "prod_t": 6900,
     "prod_pc": 6,
     "cons_t": 482,
     "obs_pc": 7.5,
     "expble_pc": 5.1,
     "gap": -2.3,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "CD",
     "name": "Congo [DRC]",
     "prod_t": 1280,
     "prod_pc": 1,
     "cons_t": 0,
     "obs_pc": 0.0,
     "expble_pc": 1.0,
     "gap": 1.0,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "RU",
     "name": "Russia",
     "prod_t": 456,
     "prod_pc": 0,
     "cons_t": 2993,
     "obs_pc": 0.0,
     "expble_pc": 0.0,
     "gap": -0.0,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "RW",
     "name": "Rwanda",
     "prod_t": 360,
     "prod_pc": 0,
     "cons_t": 0,
     "obs_pc": 0.0,
     "expble_pc": 0.3,
     "gap": 0.3,
     "corrected_pc": null,
     "review": false
    }
   ]
  },
  {
   "material": "fluorspar",
   "title": "Fluorspar, >97% CaF2",
   "wmd_stage": "mine",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.953,
   "conf": "moderate",
   "firm": true,
   "recycle": 0.0,
   "stage_note": "",
   "top": "China",
   "top_gap": 18.7,
   "top_obs": 7.3,
   "top_expble": 26.0,
   "top_corrected": 16.6,
   "porigin": false,
   "top_bind": 21.0,
   "binds": true,
   "driver_review": "",
   "rows": [
    {
     "iso": "CN",
     "name": "China",
     "prod_t": 6600000,
     "prod_pc": 68,
     "cons_t": 3548607,
     "obs_pc": 7.3,
     "expble_pc": 26.0,
     "gap": 18.7,
     "corrected_pc": 16.6,
     "review": false
    },
    {
     "iso": "MX",
     "name": "Mexico",
     "prod_t": 1505071,
     "prod_pc": 15,
     "cons_t": 74406,
     "obs_pc": 37.4,
     "expble_pc": 14.5,
     "gap": -22.9,
     "corrected_pc": null,
     "review": true
    },
    {
     "iso": "MN",
     "name": "Mongolia",
     "prod_t": 558800,
     "prod_pc": 6,
     "cons_t": 0,
     "obs_pc": 2.4,
     "expble_pc": 5.7,
     "gap": 3.3,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "ZA",
     "name": "South Africa",
     "prod_t": 402000,
     "prod_pc": 4,
     "cons_t": 57627,
     "obs_pc": 32.8,
     "expble_pc": 3.4,
     "gap": -29.4,
     "corrected_pc": null,
     "review": true
    },
    {
     "iso": "VN",
     "name": "Vietnam",
     "prod_t": 144019,
     "prod_pc": 2,
     "cons_t": 65153,
     "obs_pc": 4.1,
     "expble_pc": 0.7,
     "gap": -3.3,
     "corrected_pc": null,
     "review": false
    }
   ]
  },
  {
   "material": "palladium",
   "title": "Palladium, unwrought",
   "wmd_stage": "mine",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.778,
   "conf": "good",
   "firm": true,
   "recycle": 0.25,
   "stage_note": "",
   "top": "Russia",
   "top_gap": 17.7,
   "top_obs": 22.7,
   "top_expble": 40.3,
   "top_corrected": 31.5,
   "porigin": false,
   "top_bind": 0.4,
   "binds": false,
   "driver_review": "",
   "rows": [
    {
     "iso": "RU",
     "name": "Russia",
     "prod_t": 85540,
     "prod_pc": 41,
     "cons_t": 2,
     "obs_pc": 22.7,
     "expble_pc": 40.3,
     "gap": 17.7,
     "corrected_pc": 31.5,
     "review": false
    },
    {
     "iso": "ZA",
     "name": "South Africa",
     "prod_t": 75357,
     "prod_pc": 36,
     "cons_t": 1,
     "obs_pc": 24.9,
     "expble_pc": 35.8,
     "gap": 10.9,
     "corrected_pc": 30.4,
     "review": false
    },
    {
     "iso": "CA",
     "name": "Canada",
     "prod_t": 18576,
     "prod_pc": 9,
     "cons_t": 4,
     "obs_pc": 0.0,
     "expble_pc": 7.8,
     "gap": 7.8,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "ZW",
     "name": "Zimbabwe",
     "prod_t": 15603,
     "prod_pc": 8,
     "cons_t": 0,
     "obs_pc": 0.0,
     "expble_pc": 7.5,
     "gap": 7.5,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "US",
     "name": "United States",
     "prod_t": 10236,
     "prod_pc": 5,
     "cons_t": 25,
     "obs_pc": 10.8,
     "expble_pc": 0.0,
     "gap": -10.8,
     "corrected_pc": null,
     "review": true
    }
   ]
  },
  {
   "material": "tungsten",
   "title": "Tungsten, unwrought",
   "wmd_stage": "mine",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.597,
   "conf": "good",
   "firm": false,
   "recycle": 0.3,
   "stage_note": "",
   "top": "China",
   "top_gap": 14.1,
   "top_obs": 41.2,
   "top_expble": 55.3,
   "top_corrected": 48.3,
   "porigin": false,
   "top_bind": 11.4,
   "binds": true,
   "driver_review": "",
   "rows": [
    {
     "iso": "CN",
     "name": "China",
     "prod_t": 58760,
     "prod_pc": 78,
     "cons_t": 35550,
     "obs_pc": 41.2,
     "expble_pc": 55.3,
     "gap": 14.1,
     "corrected_pc": 48.3,
     "review": false
    },
    {
     "iso": "VN",
     "name": "Vietnam",
     "prod_t": 5390,
     "prod_pc": 7,
     "cons_t": 670,
     "obs_pc": 0.0,
     "expble_pc": 6.7,
     "gap": 6.7,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": null,
     "name": null,
     "prod_t": 1870,
     "prod_pc": 2,
     "cons_t": 0,
     "obs_pc": 0.0,
     "expble_pc": 2.5,
     "gap": 2.5,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "BO",
     "name": "Bolivia",
     "prod_t": 1687,
     "prod_pc": 2,
     "cons_t": 0,
     "obs_pc": 0.0,
     "expble_pc": 2.2,
     "gap": 2.2,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "RU",
     "name": "Russia",
     "prod_t": 1580,
     "prod_pc": 2,
     "cons_t": 2644,
     "obs_pc": 0.0,
     "expble_pc": 0.4,
     "gap": 0.4,
     "corrected_pc": null,
     "review": false
    }
   ]
  },
  {
   "material": "baryte",
   "title": "Baryte",
   "wmd_stage": "mine",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.738,
   "conf": "good",
   "firm": false,
   "recycle": 0.0,
   "stage_note": "",
   "top": "China",
   "top_gap": 7.8,
   "top_obs": 11.4,
   "top_expble": 19.3,
   "top_corrected": null,
   "porigin": false,
   "top_bind": 1.3,
   "binds": false,
   "driver_review": "",
   "rows": [
    {
     "iso": "CN",
     "name": "China",
     "prod_t": 2100000,
     "prod_pc": 22,
     "cons_t": 251351,
     "obs_pc": 11.4,
     "expble_pc": 19.3,
     "gap": 7.8,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "IN",
     "name": "India",
     "prod_t": 1800000,
     "prod_pc": 19,
     "cons_t": 493488,
     "obs_pc": 25.4,
     "expble_pc": 13.0,
     "gap": -12.4,
     "corrected_pc": null,
     "review": true
    },
    {
     "iso": "LA",
     "name": "Laos",
     "prod_t": 1489508,
     "prod_pc": 16,
     "cons_t": 0,
     "obs_pc": 11.9,
     "expble_pc": 15.9,
     "gap": 4.0,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "MA",
     "name": "Morocco",
     "prod_t": 758060,
     "prod_pc": 8,
     "cons_t": 1864,
     "obs_pc": 14.0,
     "expble_pc": 8.1,
     "gap": -5.9,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "KZ",
     "name": "Kazakhstan",
     "prod_t": 744400,
     "prod_pc": 8,
     "cons_t": 1005,
     "obs_pc": 2.5,
     "expble_pc": 7.9,
     "gap": 5.4,
     "corrected_pc": null,
     "review": false
    }
   ]
  },
  {
   "material": "vanadium",
   "title": "Ferro-vanadium",
   "wmd_stage": "mine",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.896,
   "conf": "good",
   "firm": false,
   "recycle": 0.1,
   "stage_note": "",
   "top": "China",
   "top_gap": 5.1,
   "top_obs": 19.8,
   "top_expble": 24.9,
   "top_corrected": null,
   "porigin": false,
   "top_bind": 21.6,
   "binds": true,
   "driver_review": "",
   "rows": [
    {
     "iso": "CN",
     "name": "China",
     "prod_t": 77100,
     "prod_pc": 68,
     "cons_t": 53325,
     "obs_pc": 19.8,
     "expble_pc": 24.9,
     "gap": 5.1,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "RU",
     "name": "Russia",
     "prod_t": 21000,
     "prod_pc": 19,
     "cons_t": 3966,
     "obs_pc": 2.0,
     "expble_pc": 15.5,
     "gap": 13.5,
     "corrected_pc": 8.7,
     "review": false
    },
    {
     "iso": "ZA",
     "name": "South Africa",
     "prod_t": 8040,
     "prod_pc": 7,
     "cons_t": 262,
     "obs_pc": 9.0,
     "expble_pc": 6.9,
     "gap": -2.1,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "BR",
     "name": "Brazil",
     "prod_t": 6316,
     "prod_pc": 6,
     "cons_t": 1669,
     "obs_pc": 0.2,
     "expble_pc": 4.2,
     "gap": 4.1,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "IN",
     "name": "India",
     "prod_t": 50,
     "prod_pc": 0,
     "cons_t": 7336,
     "obs_pc": 0.3,
     "expble_pc": 0.0,
     "gap": -0.3,
     "corrected_pc": null,
     "review": false
    }
   ]
  },
  {
   "material": "copper",
   "title": "Refined copper cathodes",
   "wmd_stage": "mine",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.756,
   "conf": "good",
   "firm": false,
   "recycle": 0.3,
   "stage_note": "",
   "top": "Chile",
   "top_gap": 3.8,
   "top_obs": 20.1,
   "top_expble": 23.9,
   "top_corrected": null,
   "porigin": false,
   "top_bind": 0.1,
   "binds": false,
   "driver_review": "",
   "rows": [
    {
     "iso": "CL",
     "name": "Chile",
     "prod_t": 5505890,
     "prod_pc": 24,
     "cons_t": 38258,
     "obs_pc": 20.1,
     "expble_pc": 23.9,
     "gap": 3.8,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "CD",
     "name": "Congo [DRC]",
     "prod_t": 3100234,
     "prod_pc": 14,
     "cons_t": 0,
     "obs_pc": 21.9,
     "expble_pc": 13.5,
     "gap": -8.4,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "PE",
     "name": "Peru",
     "prod_t": 2736237,
     "prod_pc": 12,
     "cons_t": 20317,
     "obs_pc": 3.0,
     "expble_pc": 11.8,
     "gap": 8.9,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "CN",
     "name": "China",
     "prod_t": 1842900,
     "prod_pc": 8,
     "cons_t": 9335418,
     "obs_pc": 3.3,
     "expble_pc": 0.0,
     "gap": -3.3,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "US",
     "name": "United States",
     "prod_t": 1050000,
     "prod_pc": 5,
     "cons_t": 1961672,
     "obs_pc": 1.4,
     "expble_pc": 0.0,
     "gap": -1.4,
     "corrected_pc": null,
     "review": false
    }
   ]
  },
  {
   "material": "titanium",
   "title": "Titanium, unwrought",
   "wmd_stage": "mine",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.821,
   "conf": "good",
   "firm": false,
   "recycle": 0.2,
   "stage_note": "",
   "top": "China",
   "top_gap": 3.2,
   "top_obs": 7.9,
   "top_expble": 11.1,
   "top_corrected": null,
   "porigin": false,
   "top_bind": 12.4,
   "binds": true,
   "driver_review": "",
   "rows": [
    {
     "iso": "CN",
     "name": "China",
     "prod_t": 3261400,
     "prod_pc": 36,
     "cons_t": 2823466,
     "obs_pc": 7.9,
     "expble_pc": 11.1,
     "gap": 3.2,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "MZ",
     "name": "Mozambique",
     "prod_t": 1902900,
     "prod_pc": 21,
     "cons_t": 16837,
     "obs_pc": 0.0,
     "expble_pc": 21.0,
     "gap": 21.0,
     "corrected_pc": 10.5,
     "review": false
    },
    {
     "iso": "ZA",
     "name": "South Africa",
     "prod_t": 1014000,
     "prod_pc": 11,
     "cons_t": 31637,
     "obs_pc": 0.0,
     "expble_pc": 11.0,
     "gap": 11.0,
     "corrected_pc": 5.5,
     "review": false
    },
    {
     "iso": "AU",
     "name": "Australia",
     "prod_t": 489500,
     "prod_pc": 5,
     "cons_t": 13239,
     "obs_pc": 0.0,
     "expble_pc": 5.3,
     "gap": 5.3,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "CA",
     "name": "Canada",
     "prod_t": 420000,
     "prod_pc": 5,
     "cons_t": 34494,
     "obs_pc": 0.5,
     "expble_pc": 4.4,
     "gap": 3.9,
     "corrected_pc": null,
     "review": false
    }
   ]
  },
  {
   "material": "cokingcoal",
   "title": "Coking coal",
   "wmd_stage": "mine",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.896,
   "conf": "good",
   "firm": false,
   "recycle": 0.0,
   "stage_note": "",
   "top": "China",
   "top_gap": 0.8,
   "top_obs": 0.1,
   "top_expble": 0.9,
   "top_corrected": null,
   "porigin": false,
   "top_bind": 24.1,
   "binds": true,
   "driver_review": "",
   "rows": [
    {
     "iso": "CN",
     "name": "China",
     "prod_t": 518997700,
     "prod_pc": 49,
     "cons_t": 533250000,
     "obs_pc": 0.1,
     "expble_pc": 0.9,
     "gap": 0.8,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "AU",
     "name": "Australia",
     "prod_t": 131289283,
     "prod_pc": 12,
     "cons_t": 2773256,
     "obs_pc": 37.1,
     "expble_pc": 12.2,
     "gap": -24.8,
     "corrected_pc": null,
     "review": true
    },
    {
     "iso": "RU",
     "name": "Russia",
     "prod_t": 110000000,
     "prod_pc": 10,
     "cons_t": 39662791,
     "obs_pc": 13.9,
     "expble_pc": 6.9,
     "gap": -7.0,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "MN",
     "name": "Mongolia",
     "prod_t": 75768772,
     "prod_pc": 7,
     "cons_t": 0,
     "obs_pc": 8.7,
     "expble_pc": 7.2,
     "gap": -1.5,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "IN",
     "name": "India",
     "prod_t": 65723000,
     "prod_pc": 6,
     "cons_t": 73360465,
     "obs_pc": 0.0,
     "expble_pc": 0.0,
     "gap": -0.0,
     "corrected_pc": null,
     "review": false
    }
   ]
  },
  {
   "material": "antimony",
   "title": "Antimony, unwrought",
   "wmd_stage": "mine",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.958,
   "conf": "moderate",
   "firm": false,
   "recycle": 0.2,
   "stage_note": "",
   "top": "China",
   "top_gap": -4.4,
   "top_obs": 11.6,
   "top_expble": 7.2,
   "top_corrected": null,
   "porigin": false,
   "top_bind": 12.9,
   "binds": true,
   "driver_review": "",
   "rows": [
    {
     "iso": "CN",
     "name": "China",
     "prod_t": 46223,
     "prod_pc": 33,
     "cons_t": 41479,
     "obs_pc": 11.6,
     "expble_pc": 7.2,
     "gap": -4.4,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "TJ",
     "name": "Tajikistan",
     "prod_t": 27500,
     "prod_pc": 20,
     "cons_t": 0,
     "obs_pc": 29.5,
     "expble_pc": 19.5,
     "gap": -10.0,
     "corrected_pc": null,
     "review": true
    },
    {
     "iso": "MM",
     "name": "Myanmar [Burma]",
     "prod_t": 26290,
     "prod_pc": 19,
     "cons_t": 365,
     "obs_pc": 8.4,
     "expble_pc": 18.4,
     "gap": 9.9,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "RU",
     "name": "Russia",
     "prod_t": 24670,
     "prod_pc": 18,
     "cons_t": 2930,
     "obs_pc": 0.0,
     "expble_pc": 15.7,
     "gap": 15.7,
     "corrected_pc": 7.9,
     "review": false
    },
    {
     "iso": "BO",
     "name": "Bolivia",
     "prod_t": 4817,
     "prod_pc": 3,
     "cons_t": 16,
     "obs_pc": 1.0,
     "expble_pc": 3.4,
     "gap": 2.3,
     "corrected_pc": null,
     "review": false
    }
   ]
  },
  {
   "material": "boron",
   "title": "Natural borates",
   "wmd_stage": "mine",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.808,
   "conf": "moderate",
   "firm": false,
   "recycle": 0.0,
   "stage_note": "",
   "top": "Turkey",
   "top_gap": -15.3,
   "top_obs": 54.9,
   "top_expble": 39.6,
   "top_corrected": null,
   "porigin": false,
   "top_bind": 2.7,
   "binds": false,
   "driver_review": "",
   "rows": [
    {
     "iso": "TR",
     "name": "Turkey",
     "prod_t": 2350000,
     "prod_pc": 45,
     "cons_t": 238822,
     "obs_pc": 54.9,
     "expble_pc": 39.6,
     "gap": -15.3,
     "corrected_pc": null,
     "review": true
    },
    {
     "iso": "US",
     "name": "United States",
     "prod_t": 1300000,
     "prod_pc": 25,
     "cons_t": 489407,
     "obs_pc": 0.2,
     "expble_pc": 13.9,
     "gap": 13.7,
     "corrected_pc": 7.1,
     "review": false
    },
    {
     "iso": "PE",
     "name": "Peru",
     "prod_t": 386070,
     "prod_pc": 7,
     "cons_t": 1882,
     "obs_pc": 0.7,
     "expble_pc": 7.4,
     "gap": 6.6,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "BO",
     "name": "Bolivia",
     "prod_t": 384901,
     "prod_pc": 7,
     "cons_t": 0,
     "obs_pc": 28.3,
     "expble_pc": 7.3,
     "gap": -21.0,
     "corrected_pc": null,
     "review": true
    },
    {
     "iso": "CN",
     "name": "China",
     "prod_t": 276000,
     "prod_pc": 5,
     "cons_t": 1881677,
     "obs_pc": 0.3,
     "expble_pc": 0.0,
     "gap": -0.3,
     "corrected_pc": null,
     "review": false
    }
   ]
  },
  {
   "material": "manganese",
   "title": "Manganese ore",
   "wmd_stage": "mine",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.896,
   "conf": "good",
   "firm": false,
   "recycle": 0.1,
   "stage_note": "",
   "top": "South Africa",
   "top_gap": -17.2,
   "top_obs": 56.2,
   "top_expble": 39.0,
   "top_corrected": null,
   "porigin": false,
   "top_bind": 0.0,
   "binds": false,
   "driver_review": "",
   "rows": [
    {
     "iso": "ZA",
     "name": "South Africa",
     "prod_t": 7369800,
     "prod_pc": 39,
     "cons_t": 47569,
     "obs_pc": 56.2,
     "expble_pc": 39.0,
     "gap": -17.2,
     "corrected_pc": null,
     "review": true
    },
    {
     "iso": "GA",
     "name": "Gabon",
     "prod_t": 4158300,
     "prod_pc": 22,
     "cons_t": 0,
     "obs_pc": 18.2,
     "expble_pc": 22.1,
     "gap": 3.9,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "AU",
     "name": "Australia",
     "prod_t": 1497770,
     "prod_pc": 8,
     "cons_t": 50423,
     "obs_pc": 5.8,
     "expble_pc": 7.8,
     "gap": 1.9,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "GH",
     "name": "Ghana",
     "prod_t": 1452720,
     "prod_pc": 8,
     "cons_t": 0,
     "obs_pc": 11.0,
     "expble_pc": 7.7,
     "gap": -3.3,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "IN",
     "name": "India",
     "prod_t": 1130700,
     "prod_pc": 6,
     "cons_t": 1333827,
     "obs_pc": 0.0,
     "expble_pc": 0.0,
     "gap": -0.0,
     "corrected_pc": null,
     "review": false
    }
   ]
  },
  {
   "material": "feldspar",
   "title": "Feldspar",
   "wmd_stage": "mine",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.831,
   "conf": "moderate",
   "firm": false,
   "recycle": 0.0,
   "stage_note": "",
   "top": "Turkey",
   "top_gap": -31.0,
   "top_obs": 51.2,
   "top_expble": 20.2,
   "top_corrected": null,
   "porigin": false,
   "top_bind": 2.4,
   "binds": false,
   "driver_review": "",
   "rows": [
    {
     "iso": "TR",
     "name": "Turkey",
     "prod_t": 8983207,
     "prod_pc": 25,
     "cons_t": 1262788,
     "obs_pc": 51.2,
     "expble_pc": 20.2,
     "gap": -31.0,
     "corrected_pc": null,
     "review": true
    },
    {
     "iso": "IN",
     "name": "India",
     "prod_t": 6000000,
     "prod_pc": 16,
     "cons_t": 1680000,
     "obs_pc": 9.8,
     "expble_pc": 10.5,
     "gap": 0.7,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "IR",
     "name": "Iran",
     "prod_t": 4022397,
     "prod_pc": 11,
     "cons_t": 266341,
     "obs_pc": 0.2,
     "expble_pc": 10.1,
     "gap": 10.0,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "CN",
     "name": "China",
     "prod_t": 3700000,
     "prod_pc": 10,
     "cons_t": 14483523,
     "obs_pc": 3.1,
     "expble_pc": 0.0,
     "gap": -3.1,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "IT",
     "name": "Italy",
     "prod_t": 2200000,
     "prod_pc": 6,
     "cons_t": 0,
     "obs_pc": 3.5,
     "expble_pc": 6.1,
     "gap": 2.6,
     "corrected_pc": null,
     "review": false
    }
   ]
  },
  {
   "material": "bauxite",
   "title": "Aluminium ores / bauxite",
   "wmd_stage": "mine",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.954,
   "conf": "good",
   "firm": false,
   "recycle": 0.0,
   "stage_note": "",
   "top": "Guinea",
   "top_gap": -32.8,
   "top_obs": 67.0,
   "top_expble": 34.2,
   "top_corrected": null,
   "porigin": false,
   "top_bind": 0.0,
   "binds": false,
   "driver_review": "",
   "rows": [
    {
     "iso": "GN",
     "name": "Guinea",
     "prod_t": 141708931,
     "prod_pc": 34,
     "cons_t": 0,
     "obs_pc": 67.0,
     "expble_pc": 34.2,
     "gap": -32.8,
     "corrected_pc": null,
     "review": true
    },
    {
     "iso": "AU",
     "name": "Australia",
     "prod_t": 100075000,
     "prod_pc": 24,
     "cons_t": 7250000,
     "obs_pc": 22.6,
     "expble_pc": 22.4,
     "gap": -0.2,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "CN",
     "name": "China",
     "prod_t": 64200000,
     "prod_pc": 16,
     "cons_t": 234467480,
     "obs_pc": 0.3,
     "expble_pc": 0.0,
     "gap": -0.3,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "BR",
     "name": "Brazil",
     "prod_t": 31848662,
     "prod_pc": 8,
     "cons_t": 6115691,
     "obs_pc": 2.9,
     "expble_pc": 6.2,
     "gap": 3.2,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "IN",
     "name": "India",
     "prod_t": 25061000,
     "prod_pc": 6,
     "cons_t": 25500000,
     "obs_pc": 0.2,
     "expble_pc": 0.0,
     "gap": -0.2,
     "corrected_pc": null,
     "review": false
    }
   ]
  },
  {
   "material": "magnets",
   "title": "Rare-earth permanent magnets",
   "wmd_stage": "mine",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.82,
   "conf": "rough",
   "firm": false,
   "recycle": 0.05,
   "stage_note": "",
   "top": "China",
   "top_gap": -40.5,
   "top_obs": 74.9,
   "top_expble": 34.4,
   "top_corrected": null,
   "porigin": false,
   "top_bind": 16.8,
   "binds": true,
   "driver_review": "",
   "rows": [
    {
     "iso": "CN",
     "name": "China",
     "prod_t": 270000,
     "prod_pc": 68,
     "cons_t": 77307,
     "obs_pc": 74.9,
     "expble_pc": 34.4,
     "gap": -40.5,
     "corrected_pc": null,
     "review": true
    },
    {
     "iso": "US",
     "name": "United States",
     "prod_t": 45493,
     "prod_pc": 11,
     "cons_t": 18280,
     "obs_pc": 0.8,
     "expble_pc": 3.5,
     "gap": 2.7,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "MM",
     "name": "Myanmar [Burma]",
     "prod_t": 39400,
     "prod_pc": 10,
     "cons_t": 0,
     "obs_pc": 0.0,
     "expble_pc": 9.9,
     "gap": 9.9,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "AU",
     "name": "Australia",
     "prod_t": 20100,
     "prod_pc": 5,
     "cons_t": 766,
     "obs_pc": 0.0,
     "expble_pc": 4.8,
     "gap": 4.7,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "MY",
     "name": "Malaysia",
     "prod_t": 5120,
     "prod_pc": 1,
     "cons_t": 579,
     "obs_pc": 0.5,
     "expble_pc": 1.0,
     "gap": 0.5,
     "corrected_pc": null,
     "review": false
    }
   ]
  },
  {
   "material": "magnesium",
   "title": "Magnesium, unwrought",
   "wmd_stage": "metal",
   "regime": "matched",
   "has_consumption": true,
   "capture": 0.803,
   "conf": "moderate",
   "firm": false,
   "recycle": 0.1,
   "stage_note": "",
   "top": "China",
   "top_gap": -45.5,
   "top_obs": 76.3,
   "top_expble": 30.9,
   "top_corrected": null,
   "porigin": false,
   "top_bind": 17.6,
   "binds": true,
   "driver_review": "",
   "rows": [
    {
     "iso": "CN",
     "name": "China",
     "prod_t": 14000000,
     "prod_pc": 66,
     "cons_t": 435518,
     "obs_pc": 76.3,
     "expble_pc": 30.9,
     "gap": -45.5,
     "corrected_pc": null,
     "review": true
    },
    {
     "iso": "TR",
     "name": "Turkey",
     "prod_t": 1604181,
     "prod_pc": 8,
     "cons_t": 7485,
     "obs_pc": 3.2,
     "expble_pc": 7.0,
     "gap": 3.7,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "BR",
     "name": "Brazil",
     "prod_t": 1240000,
     "prod_pc": 6,
     "cons_t": 17325,
     "obs_pc": 0.4,
     "expble_pc": 4.5,
     "gap": 4.1,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "RU",
     "name": "Russia",
     "prod_t": 961600,
     "prod_pc": 5,
     "cons_t": 30376,
     "obs_pc": 0.2,
     "expble_pc": 2.1,
     "gap": 1.9,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "AT",
     "name": "Austria",
     "prod_t": 623494,
     "prod_pc": 3,
     "cons_t": 842,
     "obs_pc": 0.6,
     "expble_pc": 2.9,
     "gap": 2.3,
     "corrected_pc": null,
     "review": false
    }
   ]
  },
  {
   "material": "lithium",
   "title": "Lithium carbonate",
   "wmd_stage": "mine",
   "regime": "divergent",
   "has_consumption": true,
   "capture": 0.738,
   "conf": "good",
   "firm": false,
   "recycle": 0.05,
   "stage_note": "mined as spodumene, traded as carbonate/oxide",
   "top": "Australia",
   "top_gap": 37.7,
   "top_obs": 0.0,
   "top_expble": 37.7,
   "top_corrected": null,
   "porigin": false,
   "top_bind": 0.1,
   "binds": false,
   "driver_review": "",
   "rows": [
    {
     "iso": "AU",
     "name": "Australia",
     "prod_t": 230000,
     "prod_pc": 38,
     "cons_t": 953,
     "obs_pc": 0.0,
     "expble_pc": 37.7,
     "gap": 37.7,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "CN",
     "name": "China",
     "prod_t": 126700,
     "prod_pc": 21,
     "cons_t": 79726,
     "obs_pc": 1.2,
     "expble_pc": 0.0,
     "gap": -1.2,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "CL",
     "name": "Chile",
     "prod_t": 123300,
     "prod_pc": 20,
     "cons_t": 21,
     "obs_pc": 73.8,
     "expble_pc": 20.5,
     "gap": -53.3,
     "corrected_pc": null,
     "review": true
    },
    {
     "iso": "ZW",
     "name": "Zimbabwe",
     "prod_t": 51500,
     "prod_pc": 9,
     "cons_t": 0,
     "obs_pc": 0.0,
     "expble_pc": 8.6,
     "gap": 8.6,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "AR",
     "name": "Argentina",
     "prod_t": 29700,
     "prod_pc": 5,
     "cons_t": 0,
     "obs_pc": 20.1,
     "expble_pc": 4.9,
     "gap": -15.2,
     "corrected_pc": null,
     "review": true
    }
   ]
  },
  {
   "material": "graphite",
   "title": "Natural graphite",
   "wmd_stage": "mine",
   "regime": "divergent",
   "has_consumption": true,
   "capture": 0.598,
   "conf": "good",
   "firm": false,
   "recycle": 0.0,
   "stage_note": "mined as flake, traded as spherical/processed (re-exported)",
   "top": "China",
   "top_gap": -0.8,
   "top_obs": 42.2,
   "top_expble": 41.5,
   "top_corrected": null,
   "porigin": false,
   "top_bind": 17.2,
   "binds": true,
   "driver_review": "",
   "rows": [
    {
     "iso": "CN",
     "name": "China",
     "prod_t": 1280000,
     "prod_pc": 76,
     "cons_t": 1376593,
     "obs_pc": 42.2,
     "expble_pc": 41.5,
     "gap": -0.8,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "IN",
     "name": "India",
     "prod_t": 116382,
     "prod_pc": 7,
     "cons_t": 82509,
     "obs_pc": 0.7,
     "expble_pc": 4.8,
     "gap": 4.1,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "MG",
     "name": "Madagascar",
     "prod_t": 83100,
     "prod_pc": 5,
     "cons_t": 0,
     "obs_pc": 3.9,
     "expble_pc": 4.9,
     "gap": 1.0,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "BR",
     "name": "Brazil",
     "prod_t": 52215,
     "prod_pc": 3,
     "cons_t": 22174,
     "obs_pc": 1.7,
     "expble_pc": 2.5,
     "gap": 0.9,
     "corrected_pc": null,
     "review": false
    },
    {
     "iso": "TZ",
     "name": "Tanzania",
     "prod_t": 41431,
     "prod_pc": 2,
     "cons_t": 0,
     "obs_pc": 38.6,
     "expble_pc": 2.5,
     "gap": -36.1,
     "corrected_pc": null,
     "review": true
    }
   ]
  }
 ]
}