{"id":"W4246158789","doi":"10.1190/tle36030273.1","title":"Reviews","year":2017,"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":"Memorial University of Newfoundland","funders":"","keywords":"Reprint; Series (stratigraphy); Philosophy; Library science; Humanities; Art history; Geology; Art; Physics; Computer science; Astronomy","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":[0.0003613015,0.00004591754,0.00009594049,0.00001109205,0.0005522533,0.0001294268,0.0004172338,0.00001412897,0.0008443729],"category_scores_gemma":[0.0000748401,0.00002349385,0.00005946236,0.00002556878,0.00006517919,0.00008607703,0.000009214337,0.00006214021,0.004745218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":7.537823e-7,"about_ca_system_score_gemma":0.000004145996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006527785,"about_ca_topic_score_gemma":0.0002859815,"domain_scores_codex":[0.9996452,0.00002771399,0.00007215072,0.00008151348,0.00005489892,0.000118561],"domain_scores_gemma":[0.9994614,0.00003559416,0.00007022019,0.0003980631,0.000004541368,0.00003024252],"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":[0.000005835961,0.00000488736,0.2173239,0.00001521648,0.00003261587,0.000008963387,0.0003470652,0.0001240544,0.0000616785,0.000632755,0.1214134,0.6600296],"study_design_scores_gemma":[0.00004055994,0.000008704438,0.184408,0.0000169112,0.00002127702,0.000002918247,0.00002190903,0.002975133,0.00001924958,0.001508981,0.8109089,0.00006748684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3958022,0.006649984,0.000235183,0.01299304,0.00140135,0.0001906005,0.00002134953,0.00005327288,0.582653],"genre_scores_gemma":[0.9803423,0.0006246837,0.00009283837,0.0008190941,0.0003634085,1.954472e-7,0.00000607328,0.000001162909,0.01775023],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6894955,"threshold_uncertainty_score":0.9960297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06097816699956043,"score_gpt":0.2823218553085851,"score_spread":0.2213436883090246,"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."}}