{"id":"W6921369475","doi":"10.7282/t33x87h0","title":"Coastal Storm Survey","year":2005,"lang":"en","type":"article","venue":"Rutgers University Community Repository (Rutgers University)","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Storm; Flooding (psychology); Coastal erosion; Tropical cyclone; Storm surge; Front (military); Cold front; Coastal flood; Coastal hazards","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":[0.0005252465,0.0002942667,0.0003088429,0.003611602,0.001237575,0.0006192739,0.0006072035,0.0003381825,0.02634769],"category_scores_gemma":[0.001328883,0.000204158,0.0001969327,0.003586588,0.0001253593,0.0003274872,0.0007101294,0.0003964724,0.01128026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001255722,"about_ca_system_score_gemma":0.003435794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1340795,"about_ca_topic_score_gemma":0.3088892,"domain_scores_codex":[0.9992396,0.00006281435,0.00009410989,0.0001356527,0.0003659659,0.0001019163],"domain_scores_gemma":[0.9972171,0.00009546887,0.0002599911,0.0001743413,0.002021002,0.0002320364],"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":[0.0002520254,0.0002689383,0.3589508,0.000391789,0.00005609376,0.000591194,0.001259363,0.0006469758,0.005389247,0.0009229892,0.525764,0.1055066],"study_design_scores_gemma":[0.00002476162,0.0001165043,0.665796,0.00005774955,0.00001640919,0.0001492508,0.0009916702,0.0002245234,0.000903187,0.00005572203,0.3316401,0.0000241757],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.199832,0.0004930257,0.00142708,0.001058332,0.0002471244,0.002084093,0.5511931,0.0007756175,0.2428898],"genre_scores_gemma":[0.2459199,0.001772995,0.006248391,0.001135888,0.0001715917,0.001948455,0.4692356,0.0002102206,0.273357],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1340795,"threshold_uncertainty_score":0.2665982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279499389861371,"score_gpt":0.1906248747910866,"score_spread":0.1678298808924729,"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."}}