{"id":"W4233852171","doi":"10.1190/tle25081010.1","title":"Reviews","year":2006,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Veterinarians of British Columbia","funders":"","keywords":"BATES; Humanities; History; Philosophy; Engineering","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":[0.0009148399,0.001321606,0.001347608,0.003648771,0.001121871,0.00556866,0.002395194,0.002559033,0.4336263],"category_scores_gemma":[0.005543302,0.0004760791,0.0007956374,0.003908449,0.0009350691,0.004023155,0.003305128,0.002928807,0.3404591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002407316,"about_ca_system_score_gemma":0.004669691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00449269,"about_ca_topic_score_gemma":0.007158029,"domain_scores_codex":[0.9985231,0.0001902922,0.0001241215,0.0003343916,0.0006685471,0.0001596046],"domain_scores_gemma":[0.99786,0.0003793748,0.0001478983,0.0002437199,0.0009458351,0.0004232728],"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":[0.00001490893,0.00001531199,0.00007386591,0.0006092073,0.000005824634,0.00004648489,0.00007351684,0.00003873341,0.00008399531,0.003450113,0.877403,0.118185],"study_design_scores_gemma":[0.000001489588,0.000002351931,0.00007318053,0.0002246826,0.000001438867,0.00004227806,0.00002354594,0.000004297422,0.00001079813,0.0005026307,0.9991117,0.000001591285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005424688,0.3345056,0.00192917,0.03742255,0.06222966,0.0001829936,0.007171119,0.001337777,0.5546787],"genre_scores_gemma":[0.004363755,0.2200924,0.0018998,0.01907062,0.02009581,0.0001886565,0.006923071,0.0008026151,0.7265634],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5663737,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0608458871423698,"score_gpt":0.3511330707047746,"score_spread":0.2902871835624047,"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."}}