{"id":"W4244427784","doi":"10.1190/tle34111406.1","title":"Reviews","year":2015,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismology and Earthquake Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Veterinarians of British Columbia","funders":"","keywords":"Encyclopedia; Philosophy; Induced seismicity; Geology; Classics; History; Seismology","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":[0.0006641932,0.00004788906,0.00009062499,0.00001502473,0.0001012752,0.00002345757,0.0004735461,0.00001737891,0.00000233221],"category_scores_gemma":[0.0001275335,0.0000271645,0.0000258536,0.0001279765,0.00005146256,0.00009323651,0.0001281727,0.00007839035,0.002946123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007959513,"about_ca_system_score_gemma":0.00001308404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004725068,"about_ca_topic_score_gemma":0.0000025683,"domain_scores_codex":[0.9995652,0.00008223931,0.00007118849,0.00009891653,0.00005323736,0.0001292441],"domain_scores_gemma":[0.9995489,0.00005736307,0.00002580096,0.0003189115,0.00001841434,0.00003058631],"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":[0.000002521039,0.00001187874,0.001033369,0.000004920088,0.00001379485,0.00000771708,0.008229343,0.00001417972,0.00002709758,0.09490111,0.7475807,0.1481734],"study_design_scores_gemma":[0.00007372008,0.00002359041,0.001005431,0.000008260276,0.000002990249,0.00001975718,0.00002576427,0.0003629363,0.00009932768,0.01147763,0.9868436,0.0000569845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04088433,0.04143981,0.4342435,0.08777916,0.008599232,0.0006005373,5.616718e-7,0.0008250585,0.3856278],"genre_scores_gemma":[0.9482111,0.00033039,0.0100766,0.01087098,0.0006393464,0.00002645078,4.669149e-7,0.000008353109,0.02983631],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9073268,"threshold_uncertainty_score":0.9978302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1221267796273031,"score_gpt":0.3071663510114958,"score_spread":0.1850395713841927,"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."}}