{"id":"W2315801839","doi":"10.1144/geochem.1.2.99","title":"Robert Richard Brooks, BA, BSc, PhD, DSc, FRS","year":2001,"lang":"en","type":"article","venue":"Geochemistry Exploration Environment Analysis","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"North Pacific Marine Science Organization","funders":"","keywords":"Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004279683,0.0004509765,0.0004034252,0.0007751656,0.0005476444,0.001192338,0.0003660088,0.001080979,0.1523743],"category_scores_gemma":[0.00235189,0.0002421183,0.0001973991,0.0004470384,0.0002839026,0.0008977772,0.0003660879,0.001646399,0.1029224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008128218,"about_ca_system_score_gemma":0.0009781837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004560725,"about_ca_topic_score_gemma":0.009120421,"domain_scores_codex":[0.999742,0.00002836462,0.00001565505,0.00005958889,0.0001191714,0.00003525411],"domain_scores_gemma":[0.9991785,0.00008539923,0.00004472379,0.00002018814,0.0003400898,0.00033116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002569194,0.00001359466,0.0006806363,0.00006699194,0.000002533436,0.0001510485,0.00004374207,0.00004288425,0.0001658951,0.000677656,0.8953885,0.1027407],"study_design_scores_gemma":[0.000008582292,0.00001759074,0.001330529,0.0001487653,0.000005565358,0.001736765,0.00008956593,0.00006152003,0.0001702286,0.0004631367,0.995961,0.000006766599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006847045,0.1173622,0.005787697,0.2436621,0.06131738,0.0001767962,0.00208918,0.001428499,0.5613289],"genre_scores_gemma":[0.01904551,0.04919168,0.00158673,0.009856224,0.005515283,0.00006006828,0.0005747264,0.0001748516,0.9139949],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1523743,"threshold_uncertainty_score":0.5097429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608600119877614,"score_gpt":0.2003450755582213,"score_spread":0.1842590743594451,"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."}}