{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004680417,0.00003309298,0.00005257933,0.00001288906,0.0002933171,0.00009878646,0.0003166047,0.00001356383,0.0005909104],"category_scores_gemma":[0.0000739095,0.00001867005,0.00002717909,0.0001266894,0.0001526776,0.0001479325,0.00003421641,0.00004278373,0.01160799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001224914,"about_ca_system_score_gemma":0.000006582005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002273157,"about_ca_topic_score_gemma":0.0001157365,"domain_scores_codex":[0.9995264,0.00009736904,0.000062231,0.00006433007,0.00009499475,0.0001546555],"domain_scores_gemma":[0.999772,0.00003926015,0.00002592904,0.0001241259,0.0000103316,0.00002836033],"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":[3.642407e-7,0.000009540934,0.0008257013,0.000007751727,0.000003174671,2.817148e-7,0.01841123,6.539119e-7,0.0001617039,0.06759635,0.765848,0.1471352],"study_design_scores_gemma":[0.00001661057,0.000002662,0.0009855273,0.00001274431,0.000003170125,4.295525e-8,0.001238669,0.000007520272,0.00000745386,0.002814005,0.9948758,0.0000357628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02566293,0.0004945598,0.00009433337,0.008218457,0.0004075606,0.0003182461,4.276436e-8,0.00004891059,0.9647549],"genre_scores_gemma":[0.604013,0.0004177697,0.00006953446,0.001089753,0.0003650518,0.00002913961,1.844763e-7,0.000003588217,0.394012],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.57835,"threshold_uncertainty_score":0.9891616,"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."}}