{"id":"W4245190104","doi":"10.5270/oceanobs09.cwp.88","title":"Storm Surge","year":2010,"lang":"en","type":"article","venue":"","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Storm surge; Warning system; Surge; Environmental science; Storm; Meteorology; Hazard; Early warning system; Tropical cyclone forecast model; Climatology; Computer science; Weather forecasting; Telecommunications; Geology; Geography","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":[0.0009889902,0.0008338391,0.0004070674,0.001234416,0.001002604,0.001912593,0.0004239668,0.0009620403,0.04910346],"category_scores_gemma":[0.001120612,0.0001646608,0.0003308648,0.0006802531,0.0002530869,0.0006423968,0.00141118,0.001483544,0.02162098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019456,"about_ca_system_score_gemma":0.0008892972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004442989,"about_ca_topic_score_gemma":0.01494902,"domain_scores_codex":[0.999524,0.00004956399,0.00003134081,0.00008692532,0.0002302772,0.00007790047],"domain_scores_gemma":[0.9993308,0.00006768997,0.00005127001,0.00004307702,0.000328554,0.0001786927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004501214,0.00007548412,0.004543254,0.0002029429,0.00001765415,0.0003032489,0.0001961064,0.0002789084,0.001089755,0.004070228,0.849389,0.1393833],"study_design_scores_gemma":[0.00002261026,0.0000887977,0.005364852,0.00009718435,0.000009008435,0.0001419785,0.0001467423,0.0001971636,0.0007524382,0.0005990973,0.9925724,0.000007957075],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03472394,0.02600194,0.009721543,0.02729367,0.07897106,0.0009890016,0.0481942,0.003020872,0.7710838],"genre_scores_gemma":[0.1029755,0.009717773,0.003224401,0.007888839,0.01278939,0.0002745834,0.05569547,0.0003511479,0.8070829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04910346,"threshold_uncertainty_score":0.1642675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237651837935481,"score_gpt":0.2251505416926862,"score_spread":0.2127740233133314,"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."}}