{"id":"W3151864229","doi":"","title":"Development of a High-Resolution Coastal Circulation Model for the Ocean Observatory in Lunenburg Bay","year":2005,"lang":"en","type":"article","venue":"中国海洋大学学报：英文版","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Forcing (mathematics); Climatology; Oceanography; Wind stress; Geology; Circulation (fluid dynamics); Ocean current; Storm; Observatory; Storm surge; Environmental science; Meteorology; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.0002181963,0.00009746105,0.0001401703,0.00005024799,0.0001452425,0.00002112348,0.0001964715,0.00007106288,0.0001950771],"category_scores_gemma":[0.00004987124,0.00006531485,0.00005360686,0.000163171,0.00007214482,0.0001519294,0.00001813331,0.0001295234,0.00003217303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001493287,"about_ca_system_score_gemma":0.0001117234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002098657,"about_ca_topic_score_gemma":0.07632953,"domain_scores_codex":[0.9988346,0.00003323595,0.0003118984,0.0001924252,0.000316369,0.0003114741],"domain_scores_gemma":[0.9995043,0.0001824396,0.00005034459,0.0001352095,0.00004523632,0.00008245347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000248319,0.00008079759,0.4884565,0.00005393238,0.00002174145,0.000001378315,0.001438683,0.3677144,0.0003272988,0.0009435522,0.0003871164,0.1403263],"study_design_scores_gemma":[0.0002489454,0.00001838716,0.5472447,0.000006558673,0.000002960544,4.650186e-7,0.00006091531,0.4491368,0.00005334794,0.0002551934,0.002914486,0.00005729065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768817,0.0002649827,0.02163786,0.0006915653,0.00006827788,0.0002790092,0.00004255307,0.0000173642,0.0001167047],"genre_scores_gemma":[0.9909645,0.00001560438,0.008613542,0.00008715439,0.0001050366,0.000004683247,0.00008189672,0.000003407049,0.0001242008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.140269,"threshold_uncertainty_score":0.9405251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04845252020323526,"score_gpt":0.2504821587687552,"score_spread":0.20202963856552,"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."}}