{"id":"W3109113586","doi":"10.1002/essoar.10505059.1","title":"Modeling the Effect of Inlet Geomorphic Changes on the Circulation Dynamics in a Semi-enclosed Coastal Estuary","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Inlet; Estuary; Circulation (fluid dynamics); Oceanography; Water circulation; Seascape; Hydrology (agriculture); Geology; Geography; Ecology; Engineering; Habitat; Geotechnical engineering","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":[0.0002302618,0.0005703051,0.0003412013,0.0002899208,0.0004789337,0.0009103444,0.0006192854,0.001172485,0.0009787146],"category_scores_gemma":[0.000770407,0.0003923332,0.0007272353,0.0002583124,0.0004140652,0.0003823158,0.0006129818,0.0006097092,0.0001000926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001124916,"about_ca_system_score_gemma":0.001448542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09653705,"about_ca_topic_score_gemma":0.06070358,"domain_scores_codex":[0.9999135,0.00001911227,0.00000698681,0.00002430269,0.000009329869,0.00002679818],"domain_scores_gemma":[0.9996849,0.0001490276,0.00004652159,0.00002276155,0.00004357481,0.00005315999],"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":[0.00003649236,0.00007386578,0.01308889,0.00001109164,0.00002192909,0.00008721872,0.00002806938,0.984046,0.001370951,0.0001651864,0.00009513299,0.0009752424],"study_design_scores_gemma":[0.00001042142,0.00002060369,0.003369512,0.000001739704,0.000007185254,0.000005217009,0.00002569164,0.9963328,0.0001329592,0.00003649377,0.00005356645,0.000003709666],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960623,0.00002746073,0.00232476,0.00006824187,0.00001147085,0.00001586661,0.0001999034,0.00007462424,0.001215269],"genre_scores_gemma":[0.9976112,0.00003314047,0.001531175,0.00001609613,0.000004173948,0.0000164142,0.0002082544,0.00001066534,0.0005688972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09653705,"threshold_uncertainty_score":0.1919503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01808949118638262,"score_gpt":0.2083514991567958,"score_spread":0.1902620079704132,"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."}}