{"id":"W3105792551","doi":"10.3390/min10111026","title":"Gravity Concentration in Artisanal Gold Mining","year":2020,"lang":"en","type":"article","venue":"Minerals","topic":"Mining and Resource Management","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Gold mining; Mercury (programming language); Gold ore; Mercury pollution; TRIPS architecture; Environmental science; Developing country; Natural resource economics; Business; Mining engineering; Pollution; Environmental protection; Geochemistry; Geology; Engineering; Metallurgy; Computer science; Economic growth; Economics; Transport engineering; Materials science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001002397,0.0005008197,0.0002896274,0.003218309,0.001172094,0.001579189,0.000666559,0.001044666,0.002093458],"category_scores_gemma":[0.001038508,0.000210616,0.0003288644,0.002453432,0.001461664,0.000612184,0.001032838,0.0004526326,0.0008414136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001298482,"about_ca_system_score_gemma":0.0007726881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006626012,"about_ca_topic_score_gemma":0.01543692,"domain_scores_codex":[0.9984064,0.0003054933,0.0000949388,0.0002097241,0.0008589731,0.0001245578],"domain_scores_gemma":[0.9994773,0.0001810869,0.0001476143,0.00002531609,0.0001361121,0.00003266368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002669437,0.0002268542,0.04121684,0.005546357,0.00009702466,0.002636919,0.005387153,0.001446758,0.05603224,0.008423285,0.01183623,0.8668833],"study_design_scores_gemma":[0.00001679538,0.001317023,0.1657693,0.002878195,0.0001489604,0.0125024,0.01063014,0.0008521238,0.06772961,0.005376218,0.7325923,0.0001870162],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3005101,0.5385568,0.01081748,0.002522706,0.0007638753,0.0002442547,0.0001975089,0.0002080866,0.1461792],"genre_scores_gemma":[0.6688564,0.2780518,0.01639758,0.0009388443,0.0003350727,0.00005697515,0.0001678609,0.00006451458,0.03513096],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006626012,"threshold_uncertainty_score":0.01317489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01895896214091466,"score_gpt":0.2142577097925912,"score_spread":0.1952987476516765,"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."}}