{"id":"W2100199744","doi":"10.1093/plankt/fbu035","title":"Temperature, food and the seasonal vertical migration of key arctic copepods in the thermally stratified Amundsen Gulf (Beaufort Sea, Arctic Ocean)","year":2014,"lang":"en","type":"article","venue":"Journal of Plankton Research","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Oceanography; Mesopelagic zone; Arctic; Sea ice; Diel vertical migration; Mixed layer; Pelagic zone; Spring bloom; Polar front; Polar night; Arctic ice pack; Zooplankton; Overwintering; Environmental science; Phytoplankton; Geology; Biology; Ecology","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":[0.0001410619,0.0002389191,0.0001418116,0.0004576175,0.000344299,0.0003562769,0.0001381979,0.0001950464,0.0004354475],"category_scores_gemma":[0.0002357676,0.0001398057,0.0001652048,0.0004002007,0.0002276586,0.0002145413,0.0002380062,0.0001596954,0.0001047905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006226778,"about_ca_system_score_gemma":0.0002237447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05424004,"about_ca_topic_score_gemma":0.1286682,"domain_scores_codex":[0.9999305,0.000009405393,0.000005517515,0.00001997245,0.00001355886,0.0000210892],"domain_scores_gemma":[0.9997708,0.00001817182,0.0001137083,0.000008695602,0.0000360444,0.00005264734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001826923,0.00002839657,0.9920096,0.00001230053,0.00004992353,0.00007656164,0.0003810288,0.0002817861,0.004846352,0.0000173373,0.0001130303,0.002000867],"study_design_scores_gemma":[0.000001175614,0.00002179572,0.9996274,0.000001245394,0.000003861637,0.00001344549,0.0001121214,0.00009215489,0.00005093477,0.000002977334,0.0000717679,0.000001074485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997545,0.00006427331,0.000008552131,0.000005063839,0.000002136477,4.633482e-7,0.00007313368,9.073752e-7,0.0000910291],"genre_scores_gemma":[0.9996216,0.00004311714,0.00004484388,0.000009874455,0.000003538555,0.000002327057,0.0001517873,9.025755e-7,0.0001219045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05424004,"threshold_uncertainty_score":0.1078486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02446891025791304,"score_gpt":0.2624561039681223,"score_spread":0.2379871937102093,"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."}}