{"id":"W2982060193","doi":"10.4095/296675","title":"A synthesis of the TGI-4 Canadian nickel-copper-platinum group elements-chromium ore systems project -- revised and new genetic models and exploration tools for Ni-Cu-PGE, Cr-(PGE), Fe-Ti-V-(P), and PGE-Cu deposits","year":2015,"lang":"en","type":"report","venue":"","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Platinum group; Copper; Chromium; Nickel; Metallurgy; Group (periodic table); Platinum; Geochemistry; Chemistry; Geology; Materials science; Catalysis; Biochemistry","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":[0.003618216,0.001890552,0.0009080998,0.005152753,0.002196542,0.003174057,0.00240483,0.0009392702,0.01353277],"category_scores_gemma":[0.003522466,0.0006940491,0.001184314,0.008279964,0.001257654,0.001381668,0.001607146,0.001514473,0.005673835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01364442,"about_ca_system_score_gemma":0.05717454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5679311,"about_ca_topic_score_gemma":0.674727,"domain_scores_codex":[0.9972942,0.0002637645,0.0001123797,0.0003146496,0.001808419,0.0002066008],"domain_scores_gemma":[0.996987,0.0001853385,0.0001650278,0.0002423393,0.002102477,0.0003178047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000215363,0.0003155037,0.006267878,0.004386642,0.00008939314,0.0005843263,0.001624344,0.04379041,0.01848106,0.1102659,0.2722727,0.5417064],"study_design_scores_gemma":[0.00002776031,0.0001360437,0.005258407,0.0007028774,0.00005270253,0.0001515164,0.0004241521,0.005487482,0.004656919,0.007815836,0.9752194,0.00006692747],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02101914,0.01077481,0.5093278,0.009570943,0.002648697,0.008842516,0.1585876,0.005010532,0.274218],"genre_scores_gemma":[0.04627904,0.01759279,0.6533595,0.001363079,0.0003179618,0.003951232,0.1825605,0.001057746,0.09351809],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4320689,"threshold_uncertainty_score":0.8692268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07897031373417657,"score_gpt":0.2634969276077027,"score_spread":0.1845266138735261,"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."}}