{"id":"W6986683474","doi":"","title":"Promoting Flood Risk Mitigation Among Canadians Through Effective Risk Communication","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Risk communication; Flood myth; Risk perception; Preparedness; Risk management; Risk assessment; IT risk management; Natural hazard","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002244732,0.0002677842,0.0002350051,0.002046691,0.01021386,0.003638458,0.0009867883,0.0005063282,0.002658695],"category_scores_gemma":[0.005494377,0.0002402548,0.0002509567,0.00473511,0.002791029,0.001303241,0.002111683,0.0007693747,0.0001553561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05099653,"about_ca_system_score_gemma":0.1359517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9928209,"about_ca_topic_score_gemma":0.996401,"domain_scores_codex":[0.9984345,0.0002840962,0.00006369548,0.0001124389,0.0006960101,0.0004092082],"domain_scores_gemma":[0.996385,0.0006879505,0.0005060759,0.00007828145,0.001753284,0.0005893678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001428785,0.00008858773,0.1612306,0.003622496,0.0000904247,0.001619877,0.4429326,0.0008549762,0.002766245,0.01966986,0.03276115,0.3342202],"study_design_scores_gemma":[0.00002135466,0.00008294626,0.3356166,0.002130257,0.0001331454,0.00034808,0.3712786,0.0004785315,0.0006951751,0.001519367,0.2875517,0.0001442368],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8328571,0.02541402,0.001881222,0.02311839,0.0001854312,0.0002366058,0.001097478,0.00008965655,0.1151199],"genre_scores_gemma":[0.9755082,0.0166987,0.001394566,0.001063569,0.00001805877,0.00003991506,0.000221154,0.00001335081,0.005042508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05099653,"threshold_uncertainty_score":0.3700075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002650961479160098,"score_gpt":0.2023978789534026,"score_spread":0.1997469174742425,"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."}}