{"id":"W4237251374","doi":"10.1190/tle29010100.1","title":"Reviews","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Waves 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":"Philosophy; Art history; Humanities; History","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":[0.0003765866,0.00004682539,0.00008493275,0.0000174492,0.0001191637,0.00003402332,0.0001946708,0.00002008225,0.002434281],"category_scores_gemma":[0.00004360596,0.00002380425,0.00005522501,0.0001178695,0.00004321012,0.00004360011,0.000003965622,0.0001486696,0.005532739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":3.522e-7,"about_ca_system_score_gemma":0.000004951169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002730272,"about_ca_topic_score_gemma":0.0005957502,"domain_scores_codex":[0.9996367,0.00002642335,0.00008008924,0.00007999395,0.00005569471,0.0001211487],"domain_scores_gemma":[0.9996834,0.00006306997,0.00002945136,0.0001834805,0.000005004169,0.00003563217],"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":[0.000006403717,0.00001010998,0.1306399,0.0000171895,0.00003206752,0.000006870603,0.0006193081,0.0001443791,0.002213933,0.001767054,0.163901,0.7006418],"study_design_scores_gemma":[0.00002662993,0.000006898186,0.03261902,0.000004519358,0.00001501907,0.000005595301,0.00002066252,0.002681535,0.00005120094,0.001220489,0.9632887,0.00005978553],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8291102,0.001657312,0.000122695,0.004112306,0.001405216,0.0001151775,0.00001110367,0.0000519313,0.163414],"genre_scores_gemma":[0.9877253,0.0002009748,0.0002685902,0.001404466,0.0004993302,2.472794e-7,0.00001192185,0.000001425768,0.009887784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7993876,"threshold_uncertainty_score":0.9984776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02395644218856401,"score_gpt":0.2424872445118724,"score_spread":0.2185308023233083,"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."}}