{"id":"W3166212613","doi":"10.1130/abs/2020am-355847","title":"AN OVERVIEW OF CHALCOPHILE ELEMENT CONTENTS OF PYRRHOTITE, PENTLANDITE, CHALCOPYRITE AND PYRITE FROM MAGMATIC NI-CU- PGE DEPOSITS","year":2020,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec","funders":"","keywords":"Pentlandite; Pyrrhotite; Chalcopyrite; Pyrite; Geology; Geochemistry; Mineralogy; Copper; Metallurgy; 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":[0.0002416066,0.0004297811,0.0003864755,0.006608678,0.0002812502,0.0005525532,0.0002435285,0.0001719741,0.001152836],"category_scores_gemma":[0.0001944083,0.0002111066,0.0003709162,0.003376874,0.0001097521,0.000401822,0.0003570968,0.0001454175,0.0004044404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002452623,"about_ca_system_score_gemma":0.0002863857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004191532,"about_ca_topic_score_gemma":0.008636348,"domain_scores_codex":[0.9997597,0.00001334068,0.00004079575,0.00009695502,0.00005983459,0.00002936085],"domain_scores_gemma":[0.9998391,0.0000239294,0.00004049415,0.00001070998,0.00006816319,0.00001761661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007683954,0.00005394949,0.3236967,0.004657844,0.0006128721,0.001086609,0.001206854,0.001264759,0.326467,0.0003600433,0.001554946,0.33827],"study_design_scores_gemma":[0.000009796012,0.0002838818,0.8116314,0.0002325916,0.0004765472,0.003947443,0.0006633629,0.0007187127,0.09244779,0.0003020754,0.08923576,0.00005062626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8968949,0.06711306,0.006431648,0.00009523497,0.00003572102,0.00005081107,0.01676196,0.0004532167,0.01216334],"genre_scores_gemma":[0.8925203,0.05605439,0.01853236,0.00007916563,0.00005511824,0.00005150011,0.0244791,0.0001740994,0.008054044],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006608678,"threshold_uncertainty_score":0.008334219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04724901100718439,"score_gpt":0.2656151932257614,"score_spread":0.218366182218577,"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."}}