{"id":"W2041373162","doi":"10.1029/2007jc004547","title":"Vertical stability and the annual dynamics of nutrients and chlorophyll fluorescence in the coastal, southeast Beaufort Sea","year":2008,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":252,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Institut National de la Recherche Scientifique; Fisheries and Oceans Canada; McGill University; Université Laval","funders":"U.S. Department of Energy","keywords":"Oceanography; Environmental science; Nutrient; New production; Colored dissolved organic matter; Arctic; Sea ice; Photic zone; Chlorophyll a; Diatom; Geology; Atmospheric sciences; Phytoplankton; Chemistry","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":[0.001940353,0.0001058929,0.0003168204,0.00001674059,0.0002123651,0.00005570529,0.0004022713,0.00004550462,0.00007868565],"category_scores_gemma":[0.0005428973,0.00005097393,0.000077706,0.0003623507,0.001430542,0.0002410351,0.00009114657,0.0006337881,0.000004808061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005354014,"about_ca_system_score_gemma":0.0001594865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01140963,"about_ca_topic_score_gemma":0.009644269,"domain_scores_codex":[0.9974012,0.0005928769,0.0004126632,0.0001528414,0.001096828,0.000343571],"domain_scores_gemma":[0.997791,0.001470539,0.00008631206,0.0001862877,0.0003012773,0.0001645624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002544705,0.0002257821,0.9777814,0.00008434073,0.00003350644,0.000111433,0.001875572,0.00002582265,0.00001653124,0.001753948,0.0001998615,0.01534716],"study_design_scores_gemma":[0.001214187,0.000912382,0.9688112,0.00004399822,0.000009197808,0.000114315,0.006818154,0.01811566,0.00002958538,0.003666366,0.0001919562,0.00007297207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972026,0.0002956523,0.00001612204,0.0007345943,0.00003780929,0.0002112966,0.00006436659,0.000001698662,0.001435818],"genre_scores_gemma":[0.9995103,0.0002753375,0.00005552068,0.00001905955,0.0001033562,0.000001037343,0.00000330711,0.000002617316,0.00002943198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01808984,"threshold_uncertainty_score":0.9951735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02142624701979077,"score_gpt":0.2531474392768518,"score_spread":0.2317211922570611,"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."}}