{"id":"W4246721212","doi":"10.1190/tle37080628.1","title":"Reviews","year":2018,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Earthquake Detection and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Depth sounding; Geology; Political science; Engineering; Oceanography","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":[0.0003961879,0.00004606122,0.00007862213,0.00002744432,0.0002154012,0.00003474561,0.0001327457,0.0000163953,0.005015331],"category_scores_gemma":[0.00004630773,0.00002490898,0.00005091578,0.0002200549,0.00008365072,0.00004973806,0.000003170677,0.00006529539,0.02778856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":8.076584e-7,"about_ca_system_score_gemma":0.000004389805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000114057,"about_ca_topic_score_gemma":0.001526596,"domain_scores_codex":[0.9995779,0.00006815253,0.00008620934,0.00008582766,0.00006358563,0.0001183276],"domain_scores_gemma":[0.9997268,0.0000406183,0.0000314277,0.0001537886,0.00001271448,0.00003459164],"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":[0.000008076181,0.000003758919,0.05156428,0.000005731269,0.00001645805,0.000001507395,0.0006487618,0.00001803216,0.0001854022,0.0001233882,0.06830432,0.8791203],"study_design_scores_gemma":[0.00003455305,0.00003721054,0.04351178,0.000008437052,0.00001243698,0.00000602617,0.00002810861,0.001725439,0.000322277,0.0002579166,0.9539953,0.00006053205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4817973,0.003370193,0.001399159,0.003266154,0.001629509,0.0002078383,0.0000076382,0.0001761122,0.508146],"genre_scores_gemma":[0.9827478,0.0001130373,0.0001032209,0.001151456,0.0005766707,2.552903e-7,0.000003219672,0.000001113433,0.01530325],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.885691,"threshold_uncertainty_score":0.9958942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03775607464285985,"score_gpt":0.2588958872331532,"score_spread":0.2211398125902933,"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."}}