{"id":"W4237912175","doi":"10.1190/tle32111408.1","title":"Reviews","year":2013,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Veterinarians of British Columbia","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001005282,0.001238527,0.001397409,0.003688757,0.0008853117,0.005152493,0.002362918,0.002541856,0.3783587],"category_scores_gemma":[0.00756079,0.0005132217,0.00103542,0.00355957,0.0006709766,0.003240729,0.002107461,0.002595883,0.345018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001894686,"about_ca_system_score_gemma":0.005043456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003206439,"about_ca_topic_score_gemma":0.005130024,"domain_scores_codex":[0.998245,0.0002186064,0.0001668827,0.0002882392,0.0009301821,0.0001510563],"domain_scores_gemma":[0.9960751,0.0007841105,0.0003100934,0.0003097609,0.002001195,0.0005197225],"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":[0.00001645768,0.00001498057,0.00004513512,0.001534071,0.00000921964,0.0000617078,0.00003723304,0.00004402225,0.0001517795,0.001281961,0.8729818,0.1238216],"study_design_scores_gemma":[0.000002954157,0.000004489349,0.00006660901,0.0006509776,0.000004780027,0.0001047587,0.00002017593,0.000005500958,0.0000273803,0.0003826159,0.9987267,0.000003124807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0004039569,0.4616892,0.001812994,0.02861623,0.06982459,0.0002840579,0.004608845,0.001170176,0.4315899],"genre_scores_gemma":[0.00348572,0.4074944,0.001964691,0.02546213,0.02922904,0.0002517138,0.005647152,0.0007137937,0.5257514],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6216413,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04898251830062519,"score_gpt":0.3325331794119806,"score_spread":0.2835506611113555,"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."}}