{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002059641,0.000290572,0.0007449765,0.00001591679,0.0000807743,0.00003658037,0.0007194427,0.0001576997,0.00006620743],"category_scores_gemma":[0.00007607934,0.0002160044,0.0001758376,0.0004129141,0.0006831042,0.0002588517,0.000326921,0.0002460724,0.000003288931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000970277,"about_ca_system_score_gemma":0.00002968721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008673039,"about_ca_topic_score_gemma":0.000009199077,"domain_scores_codex":[0.9977027,0.00007714605,0.0007203295,0.0006106436,0.0004729242,0.0004163251],"domain_scores_gemma":[0.9979603,0.0001624906,0.0008665605,0.0004397472,0.0003017499,0.0002691317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005880461,0.007148387,0.5671224,0.006450016,0.001900383,0.0001364109,0.02289676,0.002673073,0.03226357,0.001142078,0.00190495,0.355774],"study_design_scores_gemma":[0.005230749,0.01514117,0.8834949,0.001428477,0.0002913195,0.00005017623,0.003584525,0.06374857,0.0131203,0.003855032,0.00851856,0.001536252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852839,0.001576665,0.007013147,0.004631378,0.00004105817,0.0007049503,0.00002333356,0.0001256158,0.000599944],"genre_scores_gemma":[0.9288791,0.0003583966,0.06993461,0.0006904803,0.00003670814,0.00002567221,0.00005793146,0.000005449967,0.0000116582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3542377,"threshold_uncertainty_score":0.8808405,"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."}}