{"id":"W3014050301","doi":"10.2139/ssrn.3554318","title":"Ch 8 -- Emergencies","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Business","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007093455,0.0008769814,0.0004761211,0.001624639,0.002081465,0.002250295,0.000992088,0.002494688,0.554759],"category_scores_gemma":[0.00168425,0.000331122,0.000716723,0.001134508,0.0004757284,0.001075059,0.004755083,0.002306064,0.3230569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00166256,"about_ca_system_score_gemma":0.003717243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008915213,"about_ca_topic_score_gemma":0.02266794,"domain_scores_codex":[0.9988821,0.000119544,0.00007124541,0.00009040478,0.0002786265,0.0005581274],"domain_scores_gemma":[0.9983335,0.0001437527,0.0001110542,0.00009638031,0.0003426106,0.0009727594],"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":[0.0006698595,0.0002094645,0.007268113,0.0007014372,0.00002170219,0.001730575,0.0004123799,0.000292186,0.002597877,0.008204829,0.8564935,0.121398],"study_design_scores_gemma":[0.0000978094,0.0001564111,0.02502707,0.0004804606,0.000005746659,0.0005760561,0.0006083352,0.0001186114,0.000687593,0.001570279,0.9706438,0.00002793881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01355206,0.00169201,0.0008225708,0.006390856,0.005997127,0.0007332077,0.01329468,0.001345912,0.9561716],"genre_scores_gemma":[0.03890327,0.0009572394,0.0004045211,0.002092573,0.001035952,0.0002536831,0.007741223,0.0004144722,0.948197],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.445241,"threshold_uncertainty_score":0.6350822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06428738772419258,"score_gpt":0.4359451130342457,"score_spread":0.3716577253100531,"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."}}