{"id":"W4293068772","doi":"10.5382/econgeo.4979","title":"Evaluating Geochemical Discriminants in Archean Gold Deposits: A Superior Province Perspective with an Emphasis on the Abitibi Greenstone Belt","year":2022,"lang":"en","type":"article","venue":"Economic Geology","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Laurentian University; University of Sudbury; Geological Survey of Canada","funders":"","keywords":"Archean; Greenstone belt; Geochemistry; Geology; Mineralization (soil science); Intrusion; Pyrite; Electron microprobe; Mineralogy","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":[0.0007891333,0.000202153,0.0002641072,0.00007890532,0.0003033346,0.00004062724,0.001088131,0.00006072524,0.0001584743],"category_scores_gemma":[0.0001173421,0.0001615742,0.00004830626,0.0001234783,0.0002237323,0.000160526,0.0006952256,0.0004664017,0.00002011623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003748818,"about_ca_system_score_gemma":0.0002892591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002562683,"about_ca_topic_score_gemma":0.005215095,"domain_scores_codex":[0.9979287,0.0003424041,0.0002758713,0.0008186717,0.0001263566,0.0005079343],"domain_scores_gemma":[0.998803,0.0002638424,0.000128227,0.0006896008,0.00003869676,0.00007664484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001602222,0.00203648,0.4398445,0.0001005004,0.0002928007,0.001201232,0.04177119,0.07139851,0.01296144,0.3846023,0.001191789,0.04299709],"study_design_scores_gemma":[0.005456456,0.008417102,0.4833372,0.00008718315,0.00006259025,0.003515622,0.02145893,0.3935165,0.009925036,0.0706253,0.001349443,0.00224865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794818,0.00003556838,0.0002285952,0.01469149,0.0001032745,0.0003331592,0.000004928268,0.00005382018,0.005067341],"genre_scores_gemma":[0.9969311,0.000001365871,0.001618072,0.0006707493,0.00005446162,0.0001868106,0.000008042505,0.000005926716,0.0005234341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.322118,"threshold_uncertainty_score":0.6588807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03489730338174105,"score_gpt":0.2825078027542033,"score_spread":0.2476104993724622,"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."}}