{"id":"W4214506088","doi":"10.3390/jmse10030327","title":"A Process Study of Seiches over Coastal Waters of Shenzhen China after the Passage of Typhoons","year":2022,"lang":"en","type":"article","venue":"Journal of Marine Science and Engineering","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Shenzhen Peacock Plan","keywords":"Seiche; Typhoon; Bay; Geology; Storm; Oceanography; Water level; Bathymetry; Environmental science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005215584,0.00005441439,0.0001546951,0.0001213413,0.00007035182,0.00001342982,0.0002946912,0.00000837359,0.0002003948],"category_scores_gemma":[0.00006705665,0.00003050106,0.00003270712,0.0004239259,0.0001430338,0.0001645758,0.0001188065,0.0001879827,1.272929e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003228512,"about_ca_system_score_gemma":0.00006017192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007281121,"about_ca_topic_score_gemma":0.0001212533,"domain_scores_codex":[0.9988052,0.00002283072,0.0002509827,0.00007364246,0.0006994081,0.0001479346],"domain_scores_gemma":[0.9996414,0.0000538412,0.00009005308,0.00007176589,0.00007313961,0.00006977934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001800309,0.00007442283,0.9705971,0.00005678328,0.00001830601,0.00001371684,0.001170192,0.02067065,0.0016456,0.000007706796,0.000005992704,0.005559442],"study_design_scores_gemma":[0.0002209284,0.0007943687,0.9940597,0.000008237949,0.000009787053,0.00002534055,0.0009513421,0.003512758,0.0002611642,0.00007194529,0.00004775615,0.00003664034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995789,0.00005575968,0.00001461561,0.0001058491,0.00007006735,0.00005974768,0.000007859089,0.000001448026,0.0001057795],"genre_scores_gemma":[0.9998704,0.00001159885,0.00008033533,0.000005454459,0.00002172288,6.346896e-7,2.91382e-7,0.000001271852,0.000008344145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02346257,"threshold_uncertainty_score":0.2194183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006898666266001675,"score_gpt":0.211666857679018,"score_spread":0.2047681914130163,"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."}}