{"id":"W4244740191","doi":"10.1190/tle33060670.1","title":"Reviews","year":2014,"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":"Research Manitoba","funders":"","keywords":"Library science; Art history; Art; Computer science","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":[0.0006044873,0.00004686501,0.0000908147,0.0000253546,0.0001493977,0.0000343027,0.0001273437,0.00001606327,0.001749828],"category_scores_gemma":[0.0000797985,0.00002538555,0.0000586335,0.0001575295,0.00003075436,0.0000422535,0.000002573779,0.00007789506,0.01195628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":6.396771e-7,"about_ca_system_score_gemma":0.000002381454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009022356,"about_ca_topic_score_gemma":0.0006739256,"domain_scores_codex":[0.9995385,0.0001172719,0.00008773526,0.0000822569,0.00006422802,0.0001099387],"domain_scores_gemma":[0.9996856,0.00008354472,0.00003302211,0.0001555777,0.000006213943,0.00003597392],"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":[0.000002677333,0.000002233869,0.03704653,0.00000637349,0.000007582079,3.805511e-7,0.0001808897,0.0002220026,0.00006741973,0.0002352055,0.01872625,0.9435024],"study_design_scores_gemma":[0.00003671299,0.00001817361,0.04254047,0.000007353074,0.00001143786,0.000003656357,0.00001280458,0.006561355,0.00008450929,0.0004003454,0.950266,0.00005718309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3634821,0.003615448,0.00635245,0.005131133,0.001426311,0.0002421292,0.000005581822,0.0002349344,0.6195099],"genre_scores_gemma":[0.9875451,0.0001075844,0.00009710687,0.001182716,0.0002515802,3.029586e-7,0.000004339128,0.000001121735,0.01081014],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9434453,"threshold_uncertainty_score":0.9991627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02515599326033142,"score_gpt":0.2313366354664035,"score_spread":0.206180642206072,"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."}}