{"id":"W4406506035","doi":"10.1016/j.yccm.2012.07.041","title":"10.1016/j.yccm.2012.07.041","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Aeronautics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003681725,0.0001389967,0.0001816746,0.00009006591,0.0002729021,0.00001412611,0.0002394498,0.00008070812,0.9994894],"category_scores_gemma":[0.00003374072,0.0001240608,0.00005264232,0.000154465,0.00001848466,0.0001209714,0.0001273018,0.0001937388,0.9996689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005671758,"about_ca_system_score_gemma":0.00005535308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000449142,"about_ca_topic_score_gemma":0.000001252068,"domain_scores_codex":[0.9985511,0.0002401334,0.0002784017,0.0002440993,0.0001914659,0.0004947826],"domain_scores_gemma":[0.999181,0.00008165272,0.00004172873,0.0004511118,0.00003594168,0.0002085786],"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":[0.0001759887,0.00003899898,1.424265e-7,0.0000195663,0.00001098174,0.000005034761,0.0002371722,0.000004505685,0.000006045473,0.000008942602,0.6509078,0.3485849],"study_design_scores_gemma":[0.000398781,0.0001054632,0.00006377117,0.00006706762,0.00002042003,5.697971e-7,0.00004362692,0.00002287484,0.000002307981,0.00002323394,0.9991025,0.0001494255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009925059,0.0000499139,0.000003702225,0.001313798,0.00000683298,0.0006388159,0.00001411385,0.0001973832,0.996783],"genre_scores_gemma":[0.00008084694,5.739107e-7,0.00006981657,0.0008266076,0.0002101769,0.0001468857,0.00001579302,0.00003173403,0.9986176],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3484354,"threshold_uncertainty_score":0.5059054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0236971491845977,"score_gpt":0.302245173148272,"score_spread":0.2785480239636743,"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."}}