{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006249791,0.00004243052,0.00008251613,0.00001177602,0.000543552,0.00004495303,0.0001313777,0.00001760299,0.00006665554],"category_scores_gemma":[0.0001130756,0.00002558414,0.00004248754,0.0001185456,0.0001464947,0.0000651645,0.00001806717,0.0000476491,0.001559242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001618154,"about_ca_system_score_gemma":0.00001443686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007660554,"about_ca_topic_score_gemma":0.002098514,"domain_scores_codex":[0.9994763,0.0001111875,0.00008206022,0.00005756467,0.0000914768,0.0001814759],"domain_scores_gemma":[0.9997448,0.0000887582,0.00003138487,0.0001028939,0.00001168672,0.00002045517],"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":[0.000002895176,0.00002440748,0.01056764,0.00000828614,0.000006383761,0.000001431068,0.03917355,0.00000164468,0.0001600082,0.09589208,0.8182021,0.03595953],"study_design_scores_gemma":[0.0000328322,0.000004421264,0.004425503,0.00001171053,0.000006095172,2.202699e-7,0.0008177473,4.00716e-7,0.00002660917,0.004115796,0.9905154,0.00004322491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07515951,0.004090907,0.00006702846,0.006865455,0.0003021531,0.0001428974,5.344679e-7,0.00006318925,0.9133083],"genre_scores_gemma":[0.9302042,0.0003162101,0.00003656693,0.0006897356,0.0008709362,0.000005986988,4.246031e-7,0.000003534949,0.06787238],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8550447,"threshold_uncertainty_score":0.9992182,"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."}}