{"id":"W4238407683","doi":"10.1002/047147844x.sw296","title":"Flood Prevention","year":2004,"lang":"en","type":"other","venue":"Water Encyclopedia","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Flood myth; Flooding (psychology); Flood prevention; Section (typography); Environmental planning; Flood stage; Natural (archaeology); Order (exchange); Geography; Environmental resource management; Business; Environmental science; 100-year flood; Advertising; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003961892,0.0003183138,0.0001877973,0.001483333,0.0005283071,0.00188296,0.0006792179,0.0004225298,0.07481138],"category_scores_gemma":[0.0009961948,0.00006663222,0.0001910105,0.0009419686,0.0002812583,0.0007448519,0.00105173,0.0004624085,0.01270282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005690156,"about_ca_system_score_gemma":0.001364381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003770438,"about_ca_topic_score_gemma":0.005503829,"domain_scores_codex":[0.9997576,0.00006186724,0.00001470958,0.00002397334,0.0001027764,0.0000391312],"domain_scores_gemma":[0.9995661,0.00007530512,0.00003947435,0.0000587712,0.0002025188,0.00005782076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004491207,0.0001484948,0.002042189,0.0004262317,0.00001121052,0.000203146,0.0003004813,0.0007429984,0.0007030738,0.03341488,0.2278101,0.7341523],"study_design_scores_gemma":[0.000009498355,0.00003161246,0.003551458,0.0004185078,0.00001070772,0.0002795754,0.0003266954,0.000255803,0.0006653776,0.006994907,0.9874501,0.00000586272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008517222,0.008978019,0.00446302,0.006126332,0.0007468377,0.0001095288,0.0008532205,0.00050511,0.9697007],"genre_scores_gemma":[0.2012812,0.03089102,0.007000759,0.002428895,0.0007047456,0.0001421189,0.002060107,0.0001530606,0.7553381],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07481138,"threshold_uncertainty_score":0.250269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004943217599588196,"score_gpt":0.2185611137429831,"score_spread":0.2136178961433949,"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."}}