{"id":"W7130409750","doi":"10.70499/gcaf5860","title":"Base and precious metals indicator mineral research at the Geological Survey of Canada","year":2008,"lang":"","type":"article","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Base metal; Geological survey; Base (topology); Mineral; Mineral exploration","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008123844,0.0003735197,0.0005322242,0.003550343,0.002538397,0.0009958867,0.001527445,0.0003041617,0.005804056],"category_scores_gemma":[0.00195013,0.0003572312,0.000238774,0.005516225,0.0004505944,0.0005054756,0.0006452448,0.0006299513,0.001228878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02302155,"about_ca_system_score_gemma":0.06939028,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9961313,"about_ca_topic_score_gemma":0.9986123,"domain_scores_codex":[0.998791,0.00006159431,0.00002613874,0.0001239365,0.0007620145,0.0002352758],"domain_scores_gemma":[0.9947495,0.0001013514,0.0001200273,0.00009126018,0.004510358,0.0004275551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003167878,0.0002129035,0.5598516,0.0003381393,0.0001259953,0.000219524,0.001685919,0.00228002,0.003351605,0.005130265,0.2808098,0.1456775],"study_design_scores_gemma":[0.00006986062,0.00007173316,0.703071,0.0001482658,0.00008939399,0.0001106948,0.002416516,0.004220242,0.00522865,0.0009095494,0.2836121,0.00005204886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5621849,0.00472546,0.006946728,0.009385662,0.0005861219,0.0007056069,0.3028668,0.0008657988,0.1117329],"genre_scores_gemma":[0.7210174,0.003997283,0.01267347,0.000627026,0.00007737009,0.0001489869,0.08259495,0.0002225144,0.178641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02302155,"threshold_uncertainty_score":0.1670338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103745375162976,"score_gpt":0.2871566209075699,"score_spread":0.183411245744594,"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."}}