{"id":"W2797594236","doi":"10.1111/jfr3.12346","title":"Flood risk management and shared responsibility: Exploring Canadian public attitudes and expectations","year":2018,"lang":"en","type":"article","venue":"Journal of Flood Risk Management","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; European Commission","keywords":"Obligation; Flood myth; Business; Collective responsibility; Moral responsibility; Flood risk management; Public relations; Risk management; Social responsibility; Corporate social responsibility; Environmental resource management; Political science; Finance; Economics; Law; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006922062,0.0002865919,0.0003341499,0.002133628,0.01293047,0.005413384,0.001547067,0.001194487,0.003245882],"category_scores_gemma":[0.01665904,0.0004383693,0.0006141646,0.002779155,0.005910825,0.002379466,0.003812796,0.002870629,0.0001860488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08725853,"about_ca_system_score_gemma":0.1020527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9871302,"about_ca_topic_score_gemma":0.9870604,"domain_scores_codex":[0.9941204,0.0008908912,0.0001492966,0.0003057466,0.002524973,0.002008629],"domain_scores_gemma":[0.9824077,0.003387606,0.002143355,0.0004593872,0.007660387,0.003941398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001496728,0.0003808785,0.4636903,0.00009730262,0.0000343639,0.000543745,0.5019642,0.0004197481,0.0006581608,0.00730935,0.003769759,0.02098248],"study_design_scores_gemma":[0.00001927133,0.00009090123,0.3051489,0.0001344255,0.00002193337,0.00008786251,0.6785541,0.001139237,0.0001900851,0.0008481836,0.01367427,0.00009084507],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852498,0.000104627,0.0001093173,0.002917058,0.00001306182,0.00003714024,0.0001073853,0.000005140746,0.01145651],"genre_scores_gemma":[0.9985921,0.0001224497,0.00007342517,0.0002106788,0.000002939655,0.00001167695,0.00005704344,0.000002858598,0.0009267404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08725853,"threshold_uncertainty_score":0.6331079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02278988444605215,"score_gpt":0.2500021187147621,"score_spread":0.22721223426871,"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."}}