{"id":"W2071754311","doi":"10.1007/s00300-011-1062-6","title":"Life strategy and diet of Calanus glacialis during the winter–spring transition in Amundsen Gulf, south-eastern Beaufort Sea","year":2011,"lang":"en","type":"article","venue":"Polar Biology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Museum of Nature; Université du Québec à Rimouski; Université Laval","funders":"Networks of Centres of Excellence of Canada; Natural Sciences and Engineering Research Council of Canada; Norges Forskningsråd; ArcticNet","keywords":"Biology; Sea ice; Overwintering; Oceanography; Population; Spring bloom; Algal bloom; Phytoplankton; Copepod; Bloom; Arctic; Calanus; Subarctic climate; Reproduction; Fishery; Ecology; Crustacean","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000177749,0.00008015049,0.0001485092,0.00005079357,0.00004511496,0.000009843336,0.000105674,0.00006194218,0.0002007988],"category_scores_gemma":[0.00001319593,0.00005471313,0.000029216,0.00006055844,0.00006535315,0.00006073925,0.00001759588,0.00009078997,0.00001162501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001443516,"about_ca_system_score_gemma":0.00001875831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06119166,"about_ca_topic_score_gemma":0.07482207,"domain_scores_codex":[0.9993539,0.00009068081,0.0001936249,0.0001395841,0.00004047883,0.0001817229],"domain_scores_gemma":[0.9997498,0.00002078791,0.00005648184,0.00009958696,0.00001049426,0.00006287219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001068745,0.00000558893,0.9967771,0.00002951036,0.00001343111,0.000004357992,0.001149446,0.00001688659,0.00009620172,0.00004045439,0.000001091202,0.001759067],"study_design_scores_gemma":[0.0002045284,0.0002112001,0.996876,0.00001098569,0.000006156642,0.00000989265,0.000760334,0.001432485,0.0000712933,0.0001649687,0.0001743351,0.00007782945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946785,0.0003027276,0.00004032161,0.00004450186,0.00008930509,0.00009549795,0.0001102837,0.000009093269,0.004629781],"genre_scores_gemma":[0.9997784,0.00002636075,0.00001163824,0.00005511321,0.00006248056,9.699495e-7,0.00003142074,0.000002016446,0.00003153372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01363041,"threshold_uncertainty_score":0.94506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01949145777188039,"score_gpt":0.1972828209021445,"score_spread":0.1777913631302641,"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."}}