{"id":"W4360868489","doi":"10.1142/9789811275135_0186","title":"MODELLING STORM SURGE AND WAVE CONDITIONS FOR NATURE-BASED INFRASTRUCTURE IN BOUNDARY BAY, BRITISH COLUMBIA","year":2023,"lang":"en","type":"article","venue":"","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada; Geological Survey of Canada; Natural Resources Canada; Queen's University","funders":"","keywords":"Storm surge; Bay; Storm; Meteorology; Surge; Boundary (topology); Geology; Environmental science; Marine engineering; Oceanography; Engineering; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003301899,0.0005042175,0.0005254333,0.0006935671,0.001558244,0.00227235,0.001637643,0.001194392,0.003195998],"category_scores_gemma":[0.00221209,0.0007080269,0.0005217839,0.001324023,0.0008356451,0.0007334778,0.0007914893,0.001281623,0.0002663379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01635379,"about_ca_system_score_gemma":0.01483519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.982685,"about_ca_topic_score_gemma":0.984561,"domain_scores_codex":[0.9997657,0.00003280349,0.00001196854,0.00004551951,0.00003527082,0.0001087792],"domain_scores_gemma":[0.9991652,0.0002714577,0.00005919958,0.00004270456,0.0002996739,0.0001618517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002531766,0.0002804407,0.1442486,0.00005213043,0.0001220895,0.0003980905,0.0003491704,0.8426656,0.001059078,0.001083461,0.003134352,0.006353761],"study_design_scores_gemma":[0.00008589868,0.00004257443,0.07935591,0.00002275427,0.00004146605,0.00001955957,0.00112971,0.9178284,0.0002601658,0.0002424431,0.0009386821,0.00003251128],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963344,0.00003194257,0.0002870988,0.0001260617,0.000006892509,0.00002064946,0.0007776601,0.00002954247,0.002385608],"genre_scores_gemma":[0.9971161,0.00004812063,0.0004059607,0.00001833528,0.00000181182,0.0000178408,0.0007071659,0.00001178278,0.001672934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01731497,"threshold_uncertainty_score":0.1186556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008630381584919068,"score_gpt":0.1973795357126516,"score_spread":0.1887491541277325,"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."}}