{"id":"W7096685620","doi":"","title":"SUMMARY","year":2010,"lang":"en","type":"article","venue":"","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Officer; Public health; Emergency management; Element (criminal law); Compliance (psychology)","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":["insufficient_payload"],"category_scores_codex":[0.0002063803,0.00003052613,0.00003905822,0.00002654724,0.0001270651,0.000002303039,0.0000703703,0.00003556684,0.009177317],"category_scores_gemma":[0.00002719359,0.00002211883,0.00001368038,0.00003411638,0.000009414184,0.00003779259,0.00008172166,0.0001973327,0.005006597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003610596,"about_ca_system_score_gemma":0.0000262749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005505633,"about_ca_topic_score_gemma":0.0003707428,"domain_scores_codex":[0.9996071,0.00004119945,0.00008663183,0.0000648531,0.00005240496,0.0001478427],"domain_scores_gemma":[0.9996867,0.00006266676,0.00001502957,0.0001766465,0.00001374704,0.00004527059],"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":[0.0000221332,0.00002371254,0.005011566,0.00002225408,0.000006176912,0.000003522635,0.001030003,2.567699e-8,0.00251789,0.2371245,0.7445874,0.009650887],"study_design_scores_gemma":[0.0001425721,0.000006037003,0.00514354,0.00000484158,0.000002084052,8.240114e-8,0.001152948,0.000006141848,0.0000216412,0.001197336,0.9922916,0.00003115999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1818178,0.000002282846,0.00029239,0.001213246,0.0007392233,0.0001461402,5.618735e-7,0.00007880331,0.8157095],"genre_scores_gemma":[0.3770207,0.000003042691,0.000701186,0.00670234,0.0001660884,0.00004600772,0.000002643642,0.000006540884,0.6153514],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2477042,"threshold_uncertainty_score":0.9957681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04945940537436194,"score_gpt":0.4379432922149328,"score_spread":0.3884838868405709,"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."}}