{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003781172,0.0003122449,0.000363954,0.0005002908,0.002273538,0.0001105246,0.001506067,0.0002549735,0.0007778144],"category_scores_gemma":[0.00005863681,0.0003534903,0.000243459,0.001193445,0.0006979259,0.0009343503,0.0002081167,0.00129774,0.0003277065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001436128,"about_ca_system_score_gemma":0.0002390719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07970872,"about_ca_topic_score_gemma":0.002491581,"domain_scores_codex":[0.9962434,0.001960053,0.0002074567,0.0004058078,0.0004677744,0.0007155507],"domain_scores_gemma":[0.9975758,0.0006907335,0.0001233712,0.000719021,0.0002048717,0.000686178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001651405,0.0004667856,0.951038,0.00005635071,0.0002668381,0.0005833625,0.0009842487,0.001552155,0.01951264,0.0001044583,0.003066349,0.02071739],"study_design_scores_gemma":[0.00737904,0.002045596,0.8220955,0.000123057,0.000341101,0.0001444878,0.001090553,0.005153183,0.07746786,0.0002077001,0.08065995,0.003292001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3014082,0.00005457893,0.0005217717,0.0003146546,0.0002615445,0.0001905594,0.0002027502,0.0002388649,0.696807],"genre_scores_gemma":[0.9934428,0.00008695221,0.0005822739,0.00007510448,0.0001130862,1.981134e-8,0.0002439958,0.000008840492,0.005446939],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6920345,"threshold_uncertainty_score":0.9998917,"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."}}