{"id":"W4236212766","doi":"10.1190/tle39090683.1","title":"Reviews","year":2020,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Veterinarians of British Columbia","funders":"","keywords":"Medicine","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":["insufficient_payload"],"category_scores_codex":[0.0002078441,0.00004467677,0.0001013163,0.000006356208,0.00009139626,0.00002049583,0.0001791228,0.00001600494,0.001307171],"category_scores_gemma":[0.0001107924,0.00002153202,0.00005528824,0.0001409994,0.0000220053,0.00002479566,0.00000540051,0.00008929789,0.01177693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":3.449957e-7,"about_ca_system_score_gemma":0.000002760044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000657288,"about_ca_topic_score_gemma":0.00005506221,"domain_scores_codex":[0.9995967,0.00005752298,0.00008441149,0.00009735637,0.0000551572,0.0001089078],"domain_scores_gemma":[0.9997874,0.00004437363,0.00002320869,0.00008236799,0.000005171825,0.0000574724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001726473,0.000007181568,0.1409669,0.00003241359,0.0000288752,0.000009648478,0.001761423,0.02757948,0.00009742806,0.0002448549,0.1442996,0.6849549],"study_design_scores_gemma":[0.00005500414,0.00005250736,0.01086999,0.00001070472,0.000030843,0.000002119534,0.00004356202,0.1388658,0.00002220088,0.0007311978,0.8492056,0.0001104943],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4764498,0.03216793,0.01711247,0.1925884,0.0009121217,0.0004838155,0.00002577424,0.0005099571,0.2797497],"genre_scores_gemma":[0.9934267,0.0002175455,0.0002323572,0.004819167,0.000262716,2.133155e-7,0.000007258889,6.675933e-7,0.001033414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.704906,"threshold_uncertainty_score":0.9996058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09783931336169603,"score_gpt":0.2528839756069008,"score_spread":0.1550446622452047,"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."}}