{"id":"W4412345632","doi":"10.1007/s10641-025-01725-4","title":"Marine primary productivity and life-history trait variation in anadromous Nunavik Arctic charr","year":2025,"lang":"en","type":"article","venue":"Environmental Biology of Fishes","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; Université Laval; Center for Northern Studies; Ministère des Ressources naturelles et des Forêts","funders":"","keywords":"Fish migration; Arctic; Productivity; Nature Conservation; Primary productivity; Trait; The arctic; Ecology; Variation (astronomy); Life history; Biology; Fishery; Geography; Habitat; Oceanography; Economics; Ecosystem","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":[0.0004103763,0.000194516,0.0001521663,0.0004592717,0.0006469011,0.000397053,0.0003212004,0.0001621494,0.0009739534],"category_scores_gemma":[0.0005624879,0.0001872151,0.0001692859,0.0004119679,0.0003447206,0.0001693408,0.0003100238,0.0002019328,0.0001906151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117861,"about_ca_system_score_gemma":0.0006784629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4188187,"about_ca_topic_score_gemma":0.6934545,"domain_scores_codex":[0.9998698,0.0000216473,0.0000077368,0.00004673967,0.00001820094,0.00003578389],"domain_scores_gemma":[0.9995317,0.00007062087,0.0001041568,0.00002819561,0.0001108972,0.0001543649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002628818,0.00003020033,0.9937633,0.000005506438,0.00008082011,0.00005575303,0.0006406684,0.0001378021,0.003685346,0.00003223871,0.00008740521,0.001218146],"study_design_scores_gemma":[0.000001455227,0.00001133533,0.9994407,0.000001371599,0.000007023788,0.00001979163,0.000296375,0.0001099242,0.00005618235,0.000005898704,0.00004823792,0.000001597676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998074,0.00002430514,0.0000122479,0.000003702461,0.000001069059,4.186164e-7,0.00006642809,6.397978e-7,0.00008381456],"genre_scores_gemma":[0.9995397,0.00001374736,0.0000299494,0.000006142157,6.582709e-7,0.000001337523,0.00009023389,0.000001669439,0.0003164598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4188187,"threshold_uncertainty_score":0.8327618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00553949196367231,"score_gpt":0.1757806076694593,"score_spread":0.170241115705787,"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."}}