{"id":"W4392548153","doi":"10.25071/3cf50m34","title":"Operation LENTUS and You: An Emergency Manager’s Guide to the CAF","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Operations management; Computer science; Engineering","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":[0.001014192,0.0001330588,0.0001403735,0.0002439849,0.0008774677,0.00016267,0.0006248218,0.00003649004,0.003421154],"category_scores_gemma":[0.00008257354,0.0001099628,0.00008466983,0.0005738608,0.00006020151,0.0004836929,0.00007698996,0.000102709,0.00005624496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001191548,"about_ca_system_score_gemma":0.0002360725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009962701,"about_ca_topic_score_gemma":0.3991885,"domain_scores_codex":[0.9981597,0.0002108952,0.0004986299,0.0002431934,0.0004375404,0.0004500174],"domain_scores_gemma":[0.9986391,0.000005823616,0.000128628,0.0003019236,0.0002368723,0.0006876684],"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":[0.00001208335,0.00007951719,0.01575493,0.00007280718,0.0002721034,0.0006613528,0.02289769,0.00148565,0.00004622344,0.195511,0.6435316,0.119675],"study_design_scores_gemma":[0.0001194581,0.00005301974,0.02125577,0.00001980576,0.00008208567,0.00000282288,0.02784528,0.00003875869,0.000005562428,0.001123912,0.9492884,0.0001651806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2157596,0.005913879,0.007801656,0.05890083,0.01698419,0.001230684,0.0000145265,0.00003316317,0.6933615],"genre_scores_gemma":[0.8505027,0.006406206,0.0008391394,0.0008739101,0.0009563254,0.00001668504,0.000006266869,0.00002424079,0.1403745],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6347432,"threshold_uncertainty_score":0.9974899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0268337451539223,"score_gpt":0.3251712666472751,"score_spread":0.2983375214933529,"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."}}