{"id":"W15159747","doi":"","title":"Disaster management: the iceman cometh.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009952985,0.0001160062,0.0001239399,0.00009092343,0.000472954,0.00002477289,0.0003528321,0.00004411012,0.0005193456],"category_scores_gemma":[0.00002931374,0.00007208528,0.00005701533,0.0002708694,0.0000465903,0.0001069658,0.0003632685,0.0002059083,0.001370635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005348287,"about_ca_system_score_gemma":0.000005473965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002740044,"about_ca_topic_score_gemma":0.00006028684,"domain_scores_codex":[0.9982664,0.0003668526,0.0002701232,0.0002065004,0.0002299969,0.0006601168],"domain_scores_gemma":[0.9990662,0.0001712074,0.00008293197,0.0005519986,0.00002091692,0.0001067182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003442736,0.0001621891,0.01158853,0.0002129585,0.0002526863,0.00008665437,0.007374551,0.000003554473,0.000001078628,0.06772164,0.3062114,0.6060405],"study_design_scores_gemma":[0.0004671903,0.000004189874,0.2245829,0.00001179063,0.00003588969,7.870386e-7,0.005837345,0.000004354993,3.783657e-7,0.0009823564,0.7679982,0.00007463378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1274994,0.00009234139,0.0007695902,0.007631591,0.0008240693,0.002750259,0.000002964612,0.000124535,0.8603052],"genre_scores_gemma":[0.6682898,0.0001238434,0.00003384948,0.009477668,0.0002182999,0.007056049,0.000005708697,0.00002155128,0.3147733],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6059659,"threshold_uncertainty_score":0.9994069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09094479863495217,"score_gpt":0.3655456235418013,"score_spread":0.2746008249068491,"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."}}