{"id":"W3022342279","doi":"","title":"Flood frequency and magnitude changes induced by climate change scenarios in coastal British Columbia","year":2003,"lang":"en","type":"article","venue":"EAEJA","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Magnitude (astronomy); Flood myth; Climate change; Climatology; Geography; Environmental science; Physical geography; Meteorology; Hydrology (agriculture); Oceanography; Geology; Archaeology","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":[0.0003134649,0.000165349,0.000217236,0.0008725076,0.001200041,0.001234367,0.0006160687,0.000439783,0.002008545],"category_scores_gemma":[0.001954995,0.0002051031,0.0001822253,0.001852044,0.0005145282,0.0002660149,0.0005445593,0.0004964347,0.0001924397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01282237,"about_ca_system_score_gemma":0.005566455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9754028,"about_ca_topic_score_gemma":0.9898261,"domain_scores_codex":[0.9997764,0.00004130249,0.0000184918,0.00003586917,0.00006220137,0.00006573572],"domain_scores_gemma":[0.9989661,0.0002080991,0.0001131384,0.00004621998,0.00048344,0.0001829201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007716584,0.0001628013,0.9399757,0.00005347949,0.0001911886,0.001161486,0.001371938,0.02825847,0.003519062,0.0005670238,0.005387627,0.01857947],"study_design_scores_gemma":[0.0000162036,0.00001443203,0.9904956,0.000009705111,0.00002890886,0.00004692545,0.001787975,0.005972967,0.0002726855,0.00007752424,0.001259303,0.00001782749],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975274,0.00004129314,0.00002542829,0.0001475015,0.000003799887,0.000004838162,0.0006798116,0.000005821719,0.001564056],"genre_scores_gemma":[0.9981737,0.00007289218,0.00003479596,0.00002805748,0.000001352051,0.000004721776,0.0004088392,0.000002701329,0.001273003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02459723,"threshold_uncertainty_score":0.09303325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.011758624720754,"score_gpt":0.2155814705350027,"score_spread":0.2038228458142487,"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."}}