{"id":"W2886390589","doi":"10.5194/os-14-1423-2018","title":"From sea ice to seals: a moored marine ecosystem observatory in the Arctic","year":2018,"lang":"en","type":"article","venue":"Ocean science","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"North Pacific Research Board; Office of Polar Programs; Bureau of Ocean Energy Management; Université Laval; University of Washington; Shell Exploration and Production Company; National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Sea ice; Marine ecosystem; Environmental science; Oceanography; Ecosystem; Arctic; Zooplankton; Marine Strategy Framework Directive; Phytoplankton; Ecology; Geology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005506775,0.0001661869,0.0001778611,0.0005310078,0.0005967854,0.0005541159,0.0001891618,0.0001920906,0.0004022374],"category_scores_gemma":[0.0006029368,0.0001182719,0.000140462,0.0005919924,0.0002058896,0.000419865,0.0006958456,0.0002449555,0.0001237497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004958065,"about_ca_system_score_gemma":0.001200615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05393901,"about_ca_topic_score_gemma":0.1543388,"domain_scores_codex":[0.9998124,0.00002434405,0.00001420168,0.00005477349,0.00006432112,0.00002993573],"domain_scores_gemma":[0.9996102,0.00003368333,0.00007103063,0.00004063779,0.0001182762,0.0001260657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002157666,0.0001031168,0.9372714,0.00005802879,0.00008877934,0.000470661,0.001794475,0.002219,0.01276055,0.0002814415,0.003940304,0.04079642],"study_design_scores_gemma":[0.00002592516,0.0001135089,0.9734094,0.00004143674,0.00005020439,0.0001425884,0.001761508,0.00798181,0.002114703,0.0001882877,0.01415393,0.00001677517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943004,0.0001838431,0.0006940427,0.000210852,0.00004398753,0.00002584737,0.002346287,0.00006781735,0.002127027],"genre_scores_gemma":[0.9873577,0.0002416664,0.007782164,0.0001296162,0.0000520417,0.00003672898,0.003250487,0.00002317203,0.001126376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05393901,"threshold_uncertainty_score":0.1072501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177950634415103,"score_gpt":0.2289280241670935,"score_spread":0.2111329607255832,"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."}}