{"id":"W1994122017","doi":"10.1002/ev.333","title":"Evaluation of disaster and emergency management: Do no harm, but do better","year":2010,"lang":"en","type":"article","venue":"New Directions for Evaluation","topic":"Disaster Response and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Social Sciences and Humanities Research Council","funders":"","keywords":"Emergency management; Harm; Medical emergency; Business; Medicine; Psychology; Political science; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1110325,0.001257142,0.002437476,0.003216917,0.003135049,0.01502196,0.001319836,0.005115042,0.0043353],"category_scores_gemma":[0.2272376,0.0005495306,0.0008899677,0.001717295,0.01203492,0.01462227,0.006827022,0.009057412,0.001236612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007203163,"about_ca_system_score_gemma":0.01628825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003294929,"about_ca_topic_score_gemma":0.004787893,"domain_scores_codex":[0.8534281,0.114472,0.007581585,0.001453055,0.02185172,0.001213547],"domain_scores_gemma":[0.7455902,0.1735506,0.01178911,0.011917,0.04802983,0.009123298],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007054266,0.0004888189,0.00746424,0.008559809,0.0006180037,0.0002591996,0.005495972,0.00107964,0.0005714139,0.1206338,0.2495498,0.6045738],"study_design_scores_gemma":[0.0007101531,0.001202922,0.01278909,0.07143743,0.0008827653,0.001685547,0.02609636,0.003351689,0.001491835,0.4161351,0.4638299,0.0003873442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006478129,0.08460758,0.01165479,0.8437529,0.01111512,0.0003037924,0.00009247159,0.0001861423,0.04180898],"genre_scores_gemma":[0.507943,0.1016249,0.05558021,0.3053511,0.01390276,0.0009337173,0.0001506365,0.0002929766,0.01422063],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8889675,"threshold_uncertainty_score":0.5872029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08876767161420009,"score_gpt":0.4590029695750237,"score_spread":0.3702352979608236,"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."}}