{"id":"W4399888965","doi":"10.4095/pwu5neguzc","title":"Critical mineral resource potential of tailings from the former Saint Lawrence columbium mine, Oka, Quebec","year":2024,"lang":"en","type":"report","venue":"","topic":"Tailings Management and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Tailings; Mineral resource classification; SAINT; Mining engineering; Geology; Mineral; Geochemistry; Environmental science; Metallurgy; History; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004403224,0.0003132692,0.0003291072,0.001957774,0.003718007,0.002005637,0.0008512537,0.0006336609,0.009000914],"category_scores_gemma":[0.0009823641,0.0002842338,0.0003219684,0.002292863,0.0004308936,0.0007168907,0.0005195928,0.0004632383,0.000888666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02231147,"about_ca_system_score_gemma":0.02093387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9923833,"about_ca_topic_score_gemma":0.9985529,"domain_scores_codex":[0.9994251,0.00002256572,0.00001296466,0.00004369479,0.0003240095,0.0001716984],"domain_scores_gemma":[0.9982868,0.00009986912,0.00005564054,0.00003524257,0.00135246,0.0001698787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001437521,0.000356403,0.7549728,0.0005652033,0.0003231066,0.003333229,0.003527145,0.01402319,0.01627458,0.004535927,0.08206517,0.1185856],"study_design_scores_gemma":[0.00004428205,0.00009850408,0.9181679,0.0001331058,0.00008456864,0.0002109758,0.009669879,0.008350814,0.004382245,0.0004497246,0.05833999,0.00006816844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8980458,0.0006301119,0.0006670988,0.001029659,0.00002905197,0.0001499858,0.02511263,0.0001444726,0.07419137],"genre_scores_gemma":[0.9134055,0.0005474153,0.000802485,0.0001244217,0.000006077883,0.00003723326,0.007810378,0.00005538731,0.07721104],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02231147,"threshold_uncertainty_score":0.1618817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0155265252810941,"score_gpt":0.230397578630423,"score_spread":0.2148710533493289,"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."}}