{"id":"W3111803983","doi":"","title":"How Not to Think in an Emergency","year":2020,"lang":"en","type":"article","venue":"Lex Electronica","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Epistemology; Computer science; Political science; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0002273606,0.0001079888,0.0001567888,0.000062219,0.0001275426,0.00001221399,0.000286972,0.00006453625,0.0006615352],"category_scores_gemma":[0.00009085287,0.0000997264,0.00003395887,0.0003012319,0.000005399669,0.0001446078,0.0001458473,0.0003897882,0.0007722296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009189019,"about_ca_system_score_gemma":0.0001332114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004643133,"about_ca_topic_score_gemma":0.0009574208,"domain_scores_codex":[0.9984207,0.0002874194,0.0002226998,0.0002948909,0.0001555711,0.0006187126],"domain_scores_gemma":[0.9994087,0.00002666112,0.00004708306,0.0002868313,0.00002467848,0.0002060044],"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":[0.002132885,0.0003577075,0.006175376,0.0003558886,0.00007712423,0.00004505208,0.1031059,0.00005180367,0.03837245,0.196634,0.6164829,0.03620901],"study_design_scores_gemma":[0.0006127647,0.0007005705,0.006283547,0.0000228534,0.00001085368,9.687211e-8,0.003992661,0.000181387,0.0001741262,0.001500337,0.9863096,0.0002111545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7763986,0.0001380066,0.001963356,0.1673727,0.0005813739,0.001526964,0.000005844706,0.0002316818,0.05178148],"genre_scores_gemma":[0.9659097,0.00004262339,0.0001546343,0.01867955,0.0004224308,0.0001020743,0.000008076222,0.00002321947,0.01465772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3698268,"threshold_uncertainty_score":0.9925708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09549373440710912,"score_gpt":0.4321152758704737,"score_spread":0.3366215414633646,"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."}}