{"id":"W2045787026","doi":"10.1016/j.jmarsys.2009.09.005","title":"Seasonal and geographic variations in phytoplankton losses from the mixed layer on the Northwest Atlantic Shelf","year":2009,"lang":"en","type":"article","venue":"Journal of Marine Systems","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bedford Institute of Oceanography; Dalhousie University","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Oceanography; Mixed layer; Phytoplankton; Environmental science; Climatology; Geology; Biology; Nutrient; Ecology","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":[0.0007846957,0.000126069,0.0002396213,0.00008180324,0.0001369777,0.0001771662,0.0002558726,0.00004456724,0.0002348497],"category_scores_gemma":[0.00007133029,0.00006092152,0.00007181487,0.0002235795,0.0000275144,0.0001370538,0.00001642448,0.0002799116,0.00001661446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004499244,"about_ca_system_score_gemma":0.00004814069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0310251,"about_ca_topic_score_gemma":0.05639658,"domain_scores_codex":[0.9986997,0.0002369576,0.000418295,0.0001178545,0.0003510428,0.0001761707],"domain_scores_gemma":[0.9987521,0.0006620603,0.0002845963,0.0001642986,0.00006210586,0.00007488079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005587714,0.00002502573,0.990136,0.000008682118,0.0000342085,0.0000419559,0.00006419986,0.0005718552,0.000004519968,0.0003126539,0.0008035133,0.007941456],"study_design_scores_gemma":[0.0002941606,0.0002093867,0.9864866,0.00008964672,0.00002208905,0.0001512649,0.0001910139,0.004971416,0.000001451431,0.000417908,0.007086082,0.00007901774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930977,0.0004801099,0.00001608752,0.002230455,0.0006418723,0.0001633734,0.00004113547,0.000005966943,0.003323306],"genre_scores_gemma":[0.9987953,0.0001475933,0.00001353171,0.0002373182,0.0006901501,7.057085e-7,0.00003010798,0.000002279676,0.00008302808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02537149,"threshold_uncertainty_score":0.9754274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083076528518376,"score_gpt":0.1905587962658732,"score_spread":0.1797280309806895,"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."}}