{"id":"W4283397881","doi":"10.3390/w14081186","title":"Social Learning Resulting from Three Consecutive Flood Events in Yorkton, Saskatchewan, Canada","year":2022,"lang":"en","type":"article","venue":"Water","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Flood myth; Social learning; Flooding (psychology); Public relations; Sociology; Environmental planning; Psychology; Political science; Geography; Pedagogy","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":[0.001381262,0.0003700251,0.0004174785,0.001241406,0.01348494,0.003425283,0.001221655,0.0007449467,0.003674661],"category_scores_gemma":[0.004045641,0.0002639443,0.0002895123,0.002148774,0.005739809,0.00115824,0.005149178,0.001747951,0.0002723135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06133685,"about_ca_system_score_gemma":0.0683042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9866001,"about_ca_topic_score_gemma":0.9968709,"domain_scores_codex":[0.9985238,0.0003207521,0.00003474681,0.0001459309,0.0003200213,0.0006547294],"domain_scores_gemma":[0.9961783,0.0007564169,0.0003411565,0.0001122953,0.001235707,0.001376062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005178271,0.0006224155,0.3321136,0.0002088951,0.0001038537,0.002560118,0.5857689,0.00124676,0.002155811,0.002257999,0.01014611,0.06229774],"study_design_scores_gemma":[0.00001753487,0.0001038912,0.3215241,0.00008232929,0.00001890147,0.00005483188,0.6651289,0.0003325555,0.0003160206,0.0003655748,0.01198293,0.00007236836],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934224,0.0000988113,0.00008746418,0.0008279009,0.00001669848,0.00006040813,0.0001923701,0.000006299511,0.005287538],"genre_scores_gemma":[0.9943777,0.000222266,0.000109009,0.0002046717,0.000005407035,0.00004606129,0.0001957757,0.000005818049,0.004833302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06133685,"threshold_uncertainty_score":0.4450321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01430207535806269,"score_gpt":0.248834688031395,"score_spread":0.2345326126733323,"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."}}