{"id":"W2614276846","doi":"","title":"Section 2. Formation of Mineral Deposits","year":2017,"lang":"en","type":"article","venue":"Geochemical Perspectives","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Section (typography); Mineral; Geology; Geochemistry; Copper; Mineralogy; Mineral resource classification; Metallurgy; Materials science; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00007535538,0.00009085879,0.0001600958,0.00003279275,0.0002047812,0.00004184986,0.0002330786,0.00007017447,0.001772459],"category_scores_gemma":[0.0002586879,0.0000665706,0.0001123307,0.00006032345,0.0002095992,0.0002718776,0.00002392782,0.0001088279,0.00004531769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004307929,"about_ca_system_score_gemma":0.000006112124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001726583,"about_ca_topic_score_gemma":0.001283279,"domain_scores_codex":[0.9993007,0.0000179002,0.0001532732,0.0001932704,0.0001623535,0.0001725246],"domain_scores_gemma":[0.9994345,0.00004245946,0.0001342708,0.0002164828,0.00009426699,0.000077984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001511713,0.0001160997,0.8510068,0.00003925815,0.00005580516,0.000007166391,0.0009022578,0.0002187694,0.1337125,0.0005557,0.0006309271,0.01260353],"study_design_scores_gemma":[0.0002328234,0.00007542907,0.9050065,0.00001105964,0.0000309659,0.00001166107,0.0006052119,0.00357296,0.07286762,0.01729557,0.0001385568,0.0001516737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697997,0.0002907235,0.0001140382,0.0006615498,0.00005897163,0.00004564166,0.00001535612,0.00002224909,0.02899176],"genre_scores_gemma":[0.999083,0.00002716149,0.0005702221,0.00002211043,0.0001592984,6.60561e-7,0.00003854005,9.160793e-7,0.00009804314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06084488,"threshold_uncertainty_score":0.9991401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306605831631464,"score_gpt":0.2159123376355995,"score_spread":0.2028462793192849,"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."}}