{"id":"W4410873507","doi":"10.1079/cabireviews.2025.0036","title":"Promoting sustainable mining for health, food security and biodiversity conservation","year":2025,"lang":"en","type":"article","venue":"CABI Reviews","topic":"Mining and Resource Management","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; Food security; Health security; Business; Biodiversity conservation; Environmental planning; Environmental resource management; Natural resource economics; Environmental science; Geography; Public health; Medicine; Economics; Biology; Ecology; Agriculture; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005768955,0.00007528429,0.0001855954,0.00005309377,0.0001463353,0.00002670172,0.00004878602,0.00002776746,0.000002706475],"category_scores_gemma":[0.00009220245,0.00007044381,0.00003484769,0.0001222065,0.00001313607,0.00003240637,0.00003912847,0.00004669955,0.000001733649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005467517,"about_ca_system_score_gemma":0.00001114114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008295786,"about_ca_topic_score_gemma":0.000005046636,"domain_scores_codex":[0.9994814,0.00002982612,0.0001724647,0.0001150011,0.00002855441,0.0001727366],"domain_scores_gemma":[0.9997762,0.00003190057,0.0000382223,0.00009984201,0.00002140151,0.00003238531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001834305,0.00005833025,0.008920229,0.06773276,0.0001809753,0.000004165121,0.03030267,0.0002357799,0.00005147673,0.006865823,0.5119516,0.3736778],"study_design_scores_gemma":[0.0001910818,0.00004510825,0.0002331717,0.0002639801,0.00001756665,3.708257e-7,0.0008973167,0.005437851,0.00002745779,0.00009350009,0.9927212,0.00007141213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8353036,0.1272695,0.0127903,0.007218746,0.0004259719,0.004737128,0.0000208169,0.0004773339,0.01175658],"genre_scores_gemma":[0.9531148,0.01979479,0.01059562,0.006757752,0.0002141859,0.0006562381,0.0001131257,0.00004992813,0.008703575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4807695,"threshold_uncertainty_score":0.2872615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02077486524518405,"score_gpt":0.2509767181795169,"score_spread":0.2302018529343329,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}