{"id":"W3212303977","doi":"10.1144/geochem2021-051","title":"Suitability of surficial media for Ni–Cu–PGE exploration in an established mining camp: a case study from the South Range of the Sudbury Igneous Complex, Canada","year":2021,"lang":"en","type":"article","venue":"Geochemistry Exploration Environment Analysis","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada; Arthur B. McDonald-Canadian Astroparticle Physics Research Institute; Queen's University","funders":"Queen's University; Government of Ontario","keywords":"Igneous rock; Geology; Geochemistry; Range (aeronautics); Mining engineering; Geomorphology; Archaeology; Geography; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002084247,0.0003761011,0.0002412714,0.001036194,0.003973478,0.001274093,0.000889181,0.000637615,0.0007353573],"category_scores_gemma":[0.0005455402,0.0002532602,0.0001849337,0.001414607,0.001307311,0.0002385822,0.0006979659,0.0003834268,0.0001108268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008529922,"about_ca_system_score_gemma":0.008771423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9239932,"about_ca_topic_score_gemma":0.9846303,"domain_scores_codex":[0.9996369,0.00002926461,0.0000103744,0.00005085866,0.0001167661,0.0001558488],"domain_scores_gemma":[0.9996375,0.00004934576,0.00004318276,0.00001349845,0.0001338607,0.0001226382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002821338,0.000303934,0.8707438,0.0001635312,0.00004960822,0.0462108,0.03380196,0.0007843451,0.02408331,0.0004682161,0.0005487418,0.02255967],"study_design_scores_gemma":[0.00001017716,0.0002133058,0.9081921,0.00005140037,0.00003529984,0.005516259,0.07752488,0.001054249,0.003538853,0.00008096908,0.003752637,0.00002989705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989812,0.00005069425,0.00005442337,0.00003742461,8.8723e-7,0.00002255983,0.0000648573,0.000001425584,0.00078652],"genre_scores_gemma":[0.9980982,0.0001634887,0.0002934533,0.00002747601,0.000001766567,0.000006667799,0.0000788792,0.000002195333,0.001328005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07600683,"threshold_uncertainty_score":0.1529089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03914309446799968,"score_gpt":0.2269345019223169,"score_spread":0.1877914074543172,"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."}}