{"id":"W1557621130","doi":"10.1023/a:1022990310410","title":"Storm Surge Hazard in Canada","year":2003,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"W.F. Baird & Associates Coastal Engineers (Canada); General Dynamics (Canada)","funders":"","keywords":"Storm surge; Bay; Storm; Oceanography; Natural hazard; Estuary; Tropical cyclone; Geology; Climatology","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":[0.000290364,0.0001720658,0.0002363937,0.00147944,0.004311387,0.001339831,0.000829454,0.0003511042,0.00574948],"category_scores_gemma":[0.001388116,0.0002087654,0.0002846205,0.002702852,0.0005383891,0.0003382889,0.0008316811,0.0006917699,0.0003521176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0523196,"about_ca_system_score_gemma":0.07645563,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9984072,"about_ca_topic_score_gemma":0.9995151,"domain_scores_codex":[0.9994683,0.00002589849,0.00002093976,0.0000403869,0.0001884766,0.0002560576],"domain_scores_gemma":[0.9982016,0.00007287184,0.0001384228,0.00002898733,0.0009600145,0.0005981217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004787097,0.0001695288,0.9176461,0.0001276066,0.0001007647,0.000982526,0.003333508,0.002120352,0.0009281226,0.003518242,0.02405406,0.04654044],"study_design_scores_gemma":[0.0000373983,0.00006942699,0.9728046,0.00005110182,0.00002493693,0.0001672124,0.005862611,0.001031314,0.0002109864,0.0002074584,0.01950644,0.0000265436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686928,0.0006932683,0.0001043392,0.001725355,0.00004225517,0.0000644656,0.00540186,0.00003973092,0.0232359],"genre_scores_gemma":[0.9841815,0.0006913175,0.0001229916,0.0002806622,0.000008372492,0.00001606105,0.001401161,0.00001243059,0.01328563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0523196,"threshold_uncertainty_score":0.3796071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017972667678194,"score_gpt":0.2145642366416684,"score_spread":0.2043845099648864,"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."}}