{"id":"W4253648028","doi":"10.1190/tle31080972.1","title":"Reviews","year":2012,"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":"University of Winnipeg; College of Veterinarians of British Columbia","funders":"","keywords":"Library science; Annals; Geology; Humanities; Philosophy; History; Archaeology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001451627,0.001402384,0.001527066,0.003707834,0.001392105,0.007479207,0.003088585,0.002959696,0.4835849],"category_scores_gemma":[0.008713065,0.0005440585,0.001080862,0.003870347,0.0009755191,0.004912543,0.003342712,0.003025878,0.4422624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002515418,"about_ca_system_score_gemma":0.005006819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002501403,"about_ca_topic_score_gemma":0.003895076,"domain_scores_codex":[0.9973985,0.0003295298,0.0002501345,0.0005301521,0.001287272,0.0002043587],"domain_scores_gemma":[0.9961816,0.0007043383,0.0002110989,0.0004278184,0.001896805,0.0005782837],"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":[0.00002355365,0.00002256786,0.0001013842,0.001057736,0.00001010072,0.00009658729,0.0001071888,0.00006648865,0.0002087022,0.006376023,0.8200895,0.1718403],"study_design_scores_gemma":[0.000001799642,0.000003704569,0.0000571994,0.0002359529,0.000002229232,0.00007894586,0.00002830042,0.00000729129,0.00002501496,0.0008246032,0.9987321,0.000002766939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007650264,0.1498671,0.005285818,0.03146991,0.0624837,0.0004258905,0.009508041,0.002470505,0.737724],"genre_scores_gemma":[0.004010298,0.09655582,0.004328196,0.01554412,0.01454686,0.0003364403,0.009158655,0.001358064,0.8541615],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5164151,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06412824859767756,"score_gpt":0.2945206393322147,"score_spread":0.2303923907345371,"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."}}