{"id":"W4235761467","doi":"10.1007/978-1-4939-7131-2_100283","title":"Disaster","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"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":[],"consensus_categories":[],"category_scores_codex":[0.0002476028,0.0006346678,0.0002175996,0.0006113558,0.001935552,0.002302921,0.0006526998,0.001107993,0.2711576],"category_scores_gemma":[0.0005665816,0.0001913731,0.0002617407,0.0005341783,0.0007045557,0.001729326,0.002096874,0.00164818,0.1079097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001091995,"about_ca_system_score_gemma":0.001721987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003294914,"about_ca_topic_score_gemma":0.0109832,"domain_scores_codex":[0.9998461,0.00002489492,0.000004920208,0.00002500685,0.00007274811,0.0000263671],"domain_scores_gemma":[0.9998852,0.00001713287,0.000004975457,0.00002065222,0.00004212197,0.00002996776],"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":[0.000008888232,0.00002041623,0.0000745821,0.00009148323,0.000001394119,0.00008249646,0.0004532699,0.0001508021,0.0003123123,0.06114121,0.8391429,0.09852028],"study_design_scores_gemma":[6.046948e-7,0.000002311374,0.00005301549,0.00002681396,3.319324e-7,0.0000335303,0.0001166242,0.00001662841,0.00003144031,0.002461925,0.9972557,0.000001095326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003081699,0.001010178,0.001183809,0.001847874,0.001948869,0.00003480438,0.0001687455,0.0001409178,0.9933566],"genre_scores_gemma":[0.002118261,0.001030028,0.0004698832,0.000740808,0.0002447439,0.00001758149,0.0001541915,0.00004997413,0.9951746],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2711576,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030983212946368,"score_gpt":0.4172747141068234,"score_spread":0.3141763928121867,"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."}}