{"id":"W1913653854","doi":"10.1002/jgrc.20397","title":"Extratropical storm inundation testbed: Intermodel comparisons in Scituate, Massachusetts","year":2013,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Extratropical cyclone; Current (fluid); Storm; Environmental science; Storm surge; Climatology; Boundary current; Forcing (mathematics); Geology; Meteorology; Elevation (ballistics); Winter storm; Ocean current; Oceanography; 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":[0.001327048,0.0008236847,0.0005784971,0.0006753934,0.0006330114,0.0006315019,0.002073219,0.0007787755,0.001776889],"category_scores_gemma":[0.002608385,0.0003366484,0.0007284831,0.001123475,0.0003978217,0.000967049,0.0008522016,0.0006299555,0.0002817395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002564191,"about_ca_system_score_gemma":0.001454485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3365573,"about_ca_topic_score_gemma":0.3276823,"domain_scores_codex":[0.9995217,0.0002206136,0.00002906123,0.00009162106,0.00007335937,0.00006359177],"domain_scores_gemma":[0.9988023,0.0004829258,0.0001245281,0.0001480651,0.0003208178,0.0001213628],"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":[0.0007237295,0.0006898055,0.09512427,0.000106044,0.0004820623,0.0006166023,0.0002850891,0.8769276,0.002158262,0.00132005,0.009438033,0.01212847],"study_design_scores_gemma":[0.0004125627,0.0006627812,0.07269077,0.00003029551,0.0001504948,0.00005382433,0.0004159123,0.9187317,0.002616347,0.0003785587,0.00380224,0.00005438551],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895071,0.0001550987,0.001332541,0.0002828071,0.00002931173,0.00008258672,0.003376816,0.0004116913,0.004822028],"genre_scores_gemma":[0.9866911,0.0001686646,0.002328784,0.00008853493,0.00001464237,0.0001058775,0.00929239,0.0001055273,0.001204615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3365573,"threshold_uncertainty_score":0.6691966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06158534045253139,"score_gpt":0.3232404902726803,"score_spread":0.2616551498201489,"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."}}