{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002211115,0.0002304207,0.0002667036,0.0001108252,0.0001968555,0.000008029773,0.0002020762,0.0003179567,0.2270377],"category_scores_gemma":[0.00001056314,0.0001744526,0.0001005306,0.000008621943,0.00006364749,0.00004397165,0.0004017364,0.0003613414,0.124127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006690001,"about_ca_system_score_gemma":0.00007791024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009169865,"about_ca_topic_score_gemma":0.0001101228,"domain_scores_codex":[0.998764,0.0000430426,0.0003689307,0.0002983534,0.000208191,0.0003174393],"domain_scores_gemma":[0.9989971,0.00009279801,0.0001491136,0.0005889871,0.00006916821,0.0001028143],"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":[0.00003372568,0.000003841107,0.000002131646,0.00008264353,0.00004537405,0.000006828733,0.00153314,3.503302e-9,6.138879e-7,0.3456906,0.6509189,0.001682166],"study_design_scores_gemma":[0.0001984034,0.00004829474,0.000007103165,0.0003063715,0.0000450567,2.450398e-7,0.0006625002,6.556871e-7,2.541119e-7,0.03611771,0.9624233,0.0001900706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004414176,0.00004322942,0.0004052649,0.0004242954,0.001116274,0.000693717,0.00001781809,0.0001463958,0.9971089],"genre_scores_gemma":[0.00008034016,0.00003890658,0.0001240615,0.006721056,0.0009624083,0.00004346239,0.00003623984,0.00007111343,0.9919224],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3115045,"threshold_uncertainty_score":0.876555,"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."}}