{"id":"W4241591855","doi":"10.1175/bams-eee_2014_ch5.1","title":"The 2014 Extreme Flood on the Southeastern Canadian Prairies","year":2015,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Flood myth; Environmental science; Hydrology (agriculture); Geography; Physical geography; Geology; Archaeology; Geotechnical engineering","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":[0.0004130835,0.000248276,0.0003315314,0.0006093357,0.003019624,0.001311851,0.0006115506,0.0009895166,0.002100485],"category_scores_gemma":[0.001345799,0.0002279905,0.000237065,0.001484982,0.001025607,0.0006869634,0.00115774,0.001091507,0.0001761032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0107113,"about_ca_system_score_gemma":0.01702981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9794325,"about_ca_topic_score_gemma":0.9956636,"domain_scores_codex":[0.9996742,0.00002103279,0.00001027072,0.00003193444,0.0001006932,0.0001618557],"domain_scores_gemma":[0.9991447,0.00005228534,0.0001373129,0.00002864891,0.0004534725,0.0001835664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003062399,0.000100838,0.9337771,0.00009287422,0.0001667326,0.000622187,0.004620823,0.002156116,0.002370446,0.0008575805,0.02706872,0.02786047],"study_design_scores_gemma":[0.000003706344,0.000005857483,0.9927945,0.0000189423,0.000009425039,0.0000256108,0.002432321,0.0002828984,0.00004860933,0.00005482699,0.004313594,0.000009586764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897105,0.0003199941,0.000093767,0.002877837,0.00009512062,0.00001721184,0.002451848,0.00001348273,0.004420376],"genre_scores_gemma":[0.9949286,0.0005592148,0.000113769,0.0003085243,0.00004449688,0.00001128287,0.001113456,0.000006740203,0.002914036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02056754,"threshold_uncertainty_score":0.07771629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.020137128577956,"score_gpt":0.2054416373055238,"score_spread":0.1853045087275678,"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."}}