{"id":"W2594343733","doi":"10.1002/lno.10475","title":"Primary productivity and the coupling of photosynthetic electron transport and carbon fixation in the Arctic Ocean","year":2017,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of British Columbia","funders":"","keywords":"Photosynthesis; Carbon fixation; Phytoplankton; Subarctic climate; Chlorophyll a; Electron transport chain; Mixed layer; Arctic; Nitrate; Total inorganic carbon; Oceanography; Environmental chemistry; Chemistry; Botany; Biology; Carbon dioxide; Nutrient; Ecology; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005659137,0.00034821,0.0002578151,0.0007315082,0.0006373173,0.0006790041,0.0001602019,0.0001432244,0.0002670914],"category_scores_gemma":[0.00114965,0.0002373373,0.000251257,0.0005927984,0.0002871472,0.0002103497,0.0003064005,0.0001517481,0.00007132645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00198951,"about_ca_system_score_gemma":0.001430091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3574648,"about_ca_topic_score_gemma":0.3625043,"domain_scores_codex":[0.9998088,0.00002382232,0.000008343168,0.00003970174,0.00007627674,0.00004301866],"domain_scores_gemma":[0.999447,0.0001021193,0.0001032844,0.00002670706,0.0002331397,0.00008766919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004642257,0.00003163968,0.8594818,0.00007685454,0.0002543836,0.0001146344,0.0005477448,0.003391826,0.1269578,0.0002643364,0.0001015523,0.008313185],"study_design_scores_gemma":[0.000001455481,0.00001715186,0.9975757,0.000002136653,0.00001259517,0.00002678945,0.00006759958,0.000821575,0.001322422,0.00003490543,0.0001142885,0.000003446698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991423,0.0001445068,0.0001976135,0.000009991149,0.000002151041,0.000001714799,0.0001321339,0.000004813587,0.0003647885],"genre_scores_gemma":[0.9994796,0.00008237913,0.0001408356,0.000004324585,0.000002606575,0.000001671471,0.0001624827,0.000002387707,0.0001236465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3574648,"threshold_uncertainty_score":0.7107683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005972859723762015,"score_gpt":0.1812114423128473,"score_spread":0.1752385825890853,"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."}}