{"id":"W3088221451","doi":"10.1126/sciadv.abc2678","title":"Arctic mid-winter phytoplankton growth revealed by autonomous profilers","year":2020,"lang":"en","type":"article","venue":"Science Advances","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Makivik Corporation","funders":"Agence Nationale de la Recherche; Centre National de la Recherche Scientifique; European Commission","keywords":"Arctic; Phytoplankton; Oceanography; The arctic; Polar night; Algae; Sea ice; Environmental science; Polar; Biology; Ecology; Geology; Nutrient","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003006702,0.0001859634,0.0001980953,0.00005796594,0.0004311309,0.0001118895,0.0006862803,0.00003659207,0.00101461],"category_scores_gemma":[0.0002526749,0.0001457549,0.00005829052,0.0007293505,0.00093,0.001376306,0.00003420165,0.0001969008,0.0004311463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001732354,"about_ca_system_score_gemma":0.0001754726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001356213,"about_ca_topic_score_gemma":0.00004121621,"domain_scores_codex":[0.998045,0.00003312384,0.000237029,0.0005798499,0.0005176272,0.0005873584],"domain_scores_gemma":[0.9991803,0.00009563047,0.0001183922,0.0001639606,0.00008716012,0.0003545926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009996848,0.00002619583,0.941822,0.0001387657,0.00001187541,0.00002794015,0.001486473,0.0006382639,0.002851393,0.0001104247,0.001347566,0.05143912],"study_design_scores_gemma":[0.003551942,0.003246424,0.759198,0.0004196657,0.0001576148,0.0002528813,0.01192629,0.04330936,0.02443457,0.01226439,0.1371981,0.004040795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687386,0.0009951941,0.001933375,0.009680256,0.001234109,0.0004689417,0.0001774308,0.0002373596,0.01653472],"genre_scores_gemma":[0.9938378,0.00008232149,0.002627272,0.00292831,0.0001359034,0.000002020127,0.00003136833,0.000004437174,0.0003505168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.182624,"threshold_uncertainty_score":0.9998986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008751745211456982,"score_gpt":0.2147634971532409,"score_spread":0.2060117519417839,"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."}}