{"id":"W4361273608","doi":"10.55544/ijrah.3.2.11","title":"Urban Flooding in Vancouver, Canada","year":2023,"lang":"en","type":"article","venue":"Integrated Journal for Research in Arts and Humanities","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flooding (psychology); Flood myth; Geography; Environmental planning; Coastal flood; Environmental resource management; Environmental science; Climate change; Archaeology; Sea level rise; Geology; Oceanography","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":[0.0002223165,0.0002478068,0.00021163,0.001398414,0.003316952,0.001891623,0.0004542241,0.0003157763,0.0039807],"category_scores_gemma":[0.0008672047,0.0001302024,0.0001479936,0.00405891,0.0006670668,0.0002546638,0.0006680351,0.0004124241,0.0003221836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02289362,"about_ca_system_score_gemma":0.04113982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9897871,"about_ca_topic_score_gemma":0.9966793,"domain_scores_codex":[0.9997103,0.00002759481,0.00001562106,0.00003116119,0.0001374936,0.00007787554],"domain_scores_gemma":[0.9992612,0.00005695833,0.00005118583,0.000008642372,0.0005152526,0.0001068241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003035284,0.000149978,0.2454201,0.005367545,0.0001686678,0.007251191,0.02807815,0.002270487,0.003175164,0.007553612,0.1155039,0.5847577],"study_design_scores_gemma":[0.00002127647,0.00008814598,0.6411064,0.001904443,0.0001087536,0.001388848,0.04444788,0.000498822,0.0006468167,0.0008891894,0.3087989,0.0001005893],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6575227,0.1013538,0.0007645139,0.0104604,0.0005065789,0.0004239393,0.01014085,0.0001278726,0.2186992],"genre_scores_gemma":[0.8883595,0.06825047,0.0008559918,0.0009399173,0.0000731695,0.0001084564,0.002605314,0.00003137574,0.03877574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02289362,"threshold_uncertainty_score":0.1661056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1608844683230905,"score_gpt":0.3672195795729715,"score_spread":0.206335111249881,"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."}}