{"id":"W3107128032","doi":"10.5382/econgeo.4757","title":"The Occurrence and Origin of Pentlandite-Chalcopyrite-Pyrrhotite Loop Textures in Magmatic Ni-Cu Sulfide Ores","year":2020,"lang":"en","type":"article","venue":"Economic Geology","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Pentlandite; Pyrrhotite; Chalcopyrite; Geology; Geochemistry; Sulfide; Mineralogy; Materials science; Metallurgy; Pyrite; Copper","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001818368,0.000114058,0.0002826598,0.00003953272,0.00006203508,0.00001963282,0.0002497956,0.00006297643,0.004781109],"category_scores_gemma":[0.0001346837,0.00007101284,0.00004781506,0.00009255452,0.000326433,0.00005645531,0.00004094832,0.0001416471,0.0003672125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002174859,"about_ca_system_score_gemma":0.00002131211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005209689,"about_ca_topic_score_gemma":0.02040063,"domain_scores_codex":[0.9990399,0.0000732387,0.0003187252,0.0002639148,0.00004478607,0.000259446],"domain_scores_gemma":[0.9991885,0.0004743008,0.0001073492,0.0001138723,0.00001084689,0.0001050795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003968832,0.000005024276,0.9942354,0.00001467588,0.0000159568,0.00000593355,0.0000866875,0.001635635,0.00002346802,0.0003205555,0.0004881213,0.003128876],"study_design_scores_gemma":[0.00032016,0.000127052,0.9448831,0.000004869581,0.00001621866,0.00001045703,0.0001349475,0.03331964,0.00006751958,0.01886798,0.002108903,0.0001391499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920689,0.001522893,0.000005526574,0.004389291,0.00009714199,0.00007662105,0.000041098,0.000009958162,0.001788555],"genre_scores_gemma":[0.9990126,0.0003483481,0.00005994273,0.000408415,0.00004479229,0.000001346258,0.00005054608,8.618701e-7,0.00007312594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04935228,"threshold_uncertainty_score":0.9974745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468437014032896,"score_gpt":0.2071359236919828,"score_spread":0.1924515535516539,"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."}}