{"id":"W1989098206","doi":"10.5670/oceanog.2009.79","title":"APPLICATIONS IN COASTAL MODELING AND FORECASTING","year":2009,"lang":"en","type":"article","venue":"Oceanography","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Fisheries and Oceans Canada","funders":"","keywords":"Data assimilation; Rendering (computer graphics); Meteorology; Computer science; Scale (ratio); Climatology; Environmental science; Oceanography; Geology; Geography; Cartography; Artificial intelligence","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":[0.001225664,0.0009868451,0.0008496913,0.001537063,0.001073279,0.001949053,0.001191203,0.001506563,0.009166209],"category_scores_gemma":[0.005167878,0.0003327501,0.0008133972,0.004295603,0.0006356624,0.00147454,0.002051637,0.001500431,0.003452347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006068344,"about_ca_system_score_gemma":0.0009421746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006234265,"about_ca_topic_score_gemma":0.005249777,"domain_scores_codex":[0.9992394,0.0002819469,0.0000587073,0.0001251437,0.0002565702,0.0000381807],"domain_scores_gemma":[0.9987164,0.0005942949,0.00006445725,0.0002202081,0.0003308039,0.00007392745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005856555,0.00008547183,0.004851166,0.0004957098,0.00007683552,0.0004620189,0.0003495503,0.2377426,0.002417657,0.1529664,0.03704903,0.5634451],"study_design_scores_gemma":[0.00002017628,0.00004529396,0.001097813,0.0002405371,0.00003475114,0.0002907297,0.0002754346,0.5705678,0.001631804,0.2372531,0.1885046,0.00003799974],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01991222,0.0286619,0.8072201,0.01064401,0.002456194,0.0002112496,0.001492495,0.002381754,0.1270201],"genre_scores_gemma":[0.452209,0.03351816,0.4755549,0.001309013,0.002669957,0.0003129292,0.001571442,0.0004072524,0.03244736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009166209,"threshold_uncertainty_score":0.03066403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138625522688529,"score_gpt":0.2031208727036148,"score_spread":0.189258320434762,"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."}}