{"id":"W2971795188","doi":"10.1016/b978-0-12-409548-9.11979-7","title":"Plankton of the Open Arctic Ocean","year":2019,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Plankton; Arctic; Oceanography; Photic zone; Phytoplankton; Water column; Zooplankton; Trophic level; Environmental science; Sea ice; Ecology; Biology; Nutrient; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009134981,0.0005172752,0.0001766262,0.0006230999,0.0003714935,0.001099914,0.000226249,0.0003989426,0.0131198],"category_scores_gemma":[0.00009284513,0.0001669185,0.0001179118,0.001015426,0.0002607504,0.0006870417,0.0005176084,0.000391859,0.003836884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005206282,"about_ca_system_score_gemma":0.0005979651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02112704,"about_ca_topic_score_gemma":0.02724175,"domain_scores_codex":[0.9999746,0.000002345626,0.000001707083,0.000005428661,0.00001225542,0.000003658651],"domain_scores_gemma":[0.9999764,0.000007619496,0.000002052618,0.000001326314,0.000007634771,0.000004998293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00006018966,0.00002945494,0.001964828,0.0006124444,0.00001799517,0.0003700019,0.000585986,0.001468624,0.009546302,0.02356451,0.04157788,0.9202018],"study_design_scores_gemma":[0.000003484854,0.00004497321,0.0105808,0.0003910304,0.00001269771,0.0003286519,0.0003338013,0.0003722025,0.0007079077,0.008400906,0.9788166,0.000006881551],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02237388,0.3659326,0.003227837,0.001890404,0.001801439,0.00002468245,0.0007878189,0.00008224031,0.6038791],"genre_scores_gemma":[0.04009179,0.2114965,0.002173159,0.0002749297,0.0007322484,0.000023143,0.0005843472,0.00004352584,0.7445803],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02112704,"threshold_uncertainty_score":0.04389006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383239089939515,"score_gpt":0.21890522547319,"score_spread":0.2050728345737949,"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."}}