{"id":"W2907101217","doi":"10.1289/isesisee.2018.s03.02.11","title":"Disaster Research Response Development in Canada","year":2018,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; Health Canada","funders":"","keywords":"Environmental health; Population; Public health; Emergency management; Population health; Environmental planning; Harm; Business; Environmental resource management; Medical emergency; Medicine; Geography; Psychology; Political science; Environmental science; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01100788,0.0005535444,0.0006358127,0.003481338,0.01711161,0.009549878,0.005127829,0.002379136,0.02437158],"category_scores_gemma":[0.01546909,0.0007733053,0.0008606904,0.006560224,0.004603778,0.001796059,0.009374297,0.00354079,0.002594626],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2390233,"about_ca_system_score_gemma":0.7212921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.994777,"about_ca_topic_score_gemma":0.9975751,"domain_scores_codex":[0.9888378,0.001486999,0.0005021089,0.0007292393,0.003610638,0.004833186],"domain_scores_gemma":[0.9444937,0.002120922,0.0009760351,0.0008660702,0.02514684,0.02639651],"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":[0.0002812389,0.0002721951,0.02187601,0.001824798,0.00008899275,0.001315447,0.01328183,0.001340163,0.0009866738,0.06556669,0.6983684,0.1947975],"study_design_scores_gemma":[0.00006037071,0.00007512355,0.03704173,0.0007692554,0.00002182395,0.0001409702,0.01723664,0.0003993891,0.000258065,0.001772021,0.9421491,0.00007547916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07348646,0.02838017,0.005360924,0.4013076,0.007586273,0.003397697,0.01938069,0.001386198,0.4597139],"genre_scores_gemma":[0.4502666,0.03708723,0.02295138,0.07051764,0.0008732636,0.002015201,0.01492448,0.0005822949,0.4007819],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7609767,"threshold_uncertainty_score":0.8826252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2586547644915546,"score_gpt":0.4786409922429464,"score_spread":0.2199862277513918,"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."}}