{"id":"W3033150906","doi":"","title":"Dating Distal Sudbury Ejecta with CODEX","year":2020,"lang":"en","type":"article","venue":"LPI","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ejecta; Geology; Archaeology; Geochemistry; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001844357,0.00006059914,0.0001406556,0.000006909712,0.00002751392,0.00000949761,0.0000339062,0.00003261711,0.0003640568],"category_scores_gemma":[0.0004187488,0.00003911685,0.00002188726,0.00009781875,0.00003430332,0.00001953891,0.00002433767,0.00009546802,0.00008372551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003726586,"about_ca_system_score_gemma":0.00002280058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001407141,"about_ca_topic_score_gemma":0.000003786061,"domain_scores_codex":[0.999563,0.000006888098,0.00008361818,0.000122497,0.0001041135,0.0001198288],"domain_scores_gemma":[0.9996641,0.00008037231,0.00001874,0.00008086188,0.00001992732,0.0001359948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001079836,0.0006286909,0.8413798,0.0007029619,0.0001266564,0.002275006,0.001579302,0.00003950736,0.003329202,0.01837011,0.1192258,0.01126313],"study_design_scores_gemma":[0.02615148,0.01614833,0.4748338,0.001570157,0.001006051,0.0006886696,0.01153802,0.03396088,0.01412947,0.002811433,0.4146034,0.002558259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9108646,0.0002496039,0.005813787,0.008953662,0.000030695,0.0002331255,0.00001556737,0.0001422949,0.07369666],"genre_scores_gemma":[0.9942084,0.00001209468,0.00128659,0.004272667,0.00005996494,0.000004093925,0.00003073953,0.000008571908,0.0001168539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3665459,"threshold_uncertainty_score":0.3986167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02992580243026231,"score_gpt":0.2543314240629276,"score_spread":0.2244056216326653,"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."}}