{"id":"W2042929705","doi":"10.1007/s10584-012-0496-3","title":"Current state and trends in Canadian Arctic marine ecosystems: I. Primary production","year":2012,"lang":"en","type":"article","venue":"Climatic Change","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Fisheries and Oceans Canada; Ocean Networks Canada Society; University of Victoria; Université Laval","funders":"Aboriginal Affairs and Northern Development Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; ArcticNet","keywords":"Upwelling; Marine ecosystem; Oceanography; Food web; Arctic; Pelagic zone; Environmental science; Trophic level; Ecosystem; Sea ice; Ecosystem-based management; Primary producers; Arctic geoengineering; Arctic ecology; Ecology; Arctic ice pack; Phytoplankton; Geology; Biology; Antarctic sea ice","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004645505,0.00008279076,0.000109393,0.000125088,0.00005116522,0.00001922145,0.00006961737,0.00001894657,0.006773606],"category_scores_gemma":[0.00002998417,0.0000746064,0.00001324081,0.000281889,0.00005323979,0.000307724,0.0001798688,0.0001088748,0.0001718155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005813538,"about_ca_system_score_gemma":0.000007889663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2115697,"about_ca_topic_score_gemma":0.6563666,"domain_scores_codex":[0.9990168,0.00004767825,0.0001409798,0.0001574863,0.0001529393,0.0004841519],"domain_scores_gemma":[0.9995316,0.00001114824,0.00002944387,0.0001610318,0.000003919524,0.0002628419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002260733,0.00002793236,0.603775,0.00008693809,0.000001023584,0.000001198776,0.000651076,1.338638e-7,0.000005747352,0.000004132805,0.0003885621,0.395056],"study_design_scores_gemma":[0.0001001614,0.0000213321,0.9284823,0.00001335293,0.000002968705,0.000009623041,0.00003084013,0.0003450327,0.00000282896,0.00006074263,0.07083868,0.00009215133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9289142,0.0001167357,8.821973e-7,0.0008578498,0.0002922358,0.0003214206,0.000006870041,0.000009300072,0.06948045],"genre_scores_gemma":[0.9977553,0.0002566548,0.0000548668,0.00007139324,0.0001284064,0.0001156331,0.00003972913,0.000009892909,0.001568121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.444797,"threshold_uncertainty_score":0.9941344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04739349673856697,"score_gpt":0.275725015601508,"score_spread":0.228331518862941,"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."}}