{"id":"W2474081382","doi":"10.1016/j.pocean.2016.06.002","title":"Annual plankton dynamics in a coupled physical–biological model of the Strait of Georgia, British Columbia","year":2016,"lang":"en","type":"article","venue":"Progress In Oceanography","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"U.S. Geological Survey","keywords":"Environmental science; Phytoplankton; Plankton; Oceanography; Zooplankton; Annual cycle; Upwelling; Estuary; Freshwater inflow; Biomass (ecology); Spring bloom; Atmospheric sciences; Climatology; Nutrient; Ecology; Geology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002208931,0.00008498204,0.0002684401,0.00006154316,0.0000282022,0.00001993151,0.0003314251,0.00007376058,0.00008649334],"category_scores_gemma":[0.00001826939,0.00006478198,0.0001115301,0.0004338499,0.0003153852,0.0001037769,0.00004313831,0.0001032736,8.302687e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005247218,"about_ca_system_score_gemma":0.00004350131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004672248,"about_ca_topic_score_gemma":0.2564575,"domain_scores_codex":[0.9989336,0.0000729742,0.0003196744,0.000208015,0.0002172853,0.0002484641],"domain_scores_gemma":[0.9995189,0.00008850842,0.0001453951,0.0001633669,0.00004282583,0.00004100198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003184059,0.0001065981,0.9625195,0.00004043498,0.000009320819,0.000003849887,0.00008840817,0.0001178171,0.000002167466,0.00005396376,0.00003074908,0.03699531],"study_design_scores_gemma":[0.0004874026,0.0001621157,0.8842226,0.0001532198,0.000004280232,0.000003679497,0.0001418946,0.1119635,0.000007708676,0.002721454,0.00002571936,0.0001064946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997184,0.0001970036,0.00001313964,0.00003379494,0.00005506102,0.0002583384,0.001525668,0.00001190766,0.000721045],"genre_scores_gemma":[0.9997782,0.00003866413,0.00007759999,0.00001042251,0.000014891,0.000003722524,0.00002326175,0.000002654785,0.00005059786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2517852,"threshold_uncertainty_score":0.7571102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008445408667874726,"score_gpt":0.195836665290003,"score_spread":0.1873912566221283,"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."}}