{"id":"W103624502","doi":"","title":"The Production of Unequal Vulnerability to Flood Hazards in Metro Vancouver, Canada","year":2014,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flood myth; Vulnerability (computing); Production (economics); Geography; Environmental planning; Water resource management; Environmental science; Computer science; Economics; Computer security; 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":[0.0008241781,0.0003120319,0.0003783444,0.001374772,0.01388573,0.003605326,0.001122113,0.0004209827,0.002784763],"category_scores_gemma":[0.002963857,0.0003222349,0.000242267,0.002987136,0.002839867,0.0005420826,0.003076336,0.0007656008,0.0001517658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07259968,"about_ca_system_score_gemma":0.09088548,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.997111,"about_ca_topic_score_gemma":0.9992896,"domain_scores_codex":[0.9987055,0.0002064571,0.00003293886,0.0001305632,0.0003859195,0.0005384732],"domain_scores_gemma":[0.9979355,0.0003289939,0.000215981,0.00006540651,0.0008048434,0.000649276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002251516,0.0001293516,0.6481436,0.0003678967,0.00009894967,0.00413698,0.2157612,0.001697897,0.002640316,0.01240486,0.01374482,0.100649],"study_design_scores_gemma":[0.00001256228,0.00006162685,0.6047987,0.0002864952,0.00004052085,0.0004957799,0.3568166,0.001173259,0.000420157,0.001208618,0.03460164,0.00008403412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737481,0.0005108435,0.0003884831,0.001991538,0.00002247464,0.00006774351,0.0003757355,0.00001582323,0.02287918],"genre_scores_gemma":[0.9937394,0.0005527603,0.0003598524,0.000179889,0.00000360002,0.00001980957,0.0001422206,0.000009708539,0.004992822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07259968,"threshold_uncertainty_score":0.52675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04642945397003146,"score_gpt":0.3125231511179451,"score_spread":0.2660936971479136,"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."}}