{"id":"W4401230902","doi":"10.1016/j.jglr.2024.102395","title":"Assessment of anthropogenic impacts on the trophic dynamics of Babine Lake: Implications for the production of sockeye salmon","year":2024,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Queen's University","funders":"Queen's University; Fisheries and Oceans Canada; Pacific Salmon Commission","keywords":"Trophic level; Environmental science; Ecosystem; Ecology; Oncorhynchus; Diatom; Primary producers; Zooplankton; Oceanography; Nutrient; Fishery; Phytoplankton; Biology; Geology; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0006745704,0.0004700324,0.0002313809,0.0008656683,0.0006858021,0.00134879,0.0003612918,0.0002911326,0.0008347816],"category_scores_gemma":[0.001186813,0.0001846843,0.0003353707,0.001717663,0.0003503995,0.0003398471,0.0004870317,0.0002694324,0.0001095415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003525705,"about_ca_system_score_gemma":0.002912367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5562649,"about_ca_topic_score_gemma":0.7277957,"domain_scores_codex":[0.9997225,0.00006401299,0.00001685038,0.00004050608,0.00009014245,0.0000659634],"domain_scores_gemma":[0.9992715,0.00008337098,0.0001467407,0.00002528458,0.0003106142,0.000162499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001287729,0.0000710132,0.9808537,0.00005375249,0.0001481283,0.0001224108,0.000133157,0.004856295,0.001792118,0.0000789989,0.0003042397,0.01145738],"study_design_scores_gemma":[0.000004157033,0.00005000321,0.9935608,0.00001132385,0.00004021371,0.00001619796,0.0004422954,0.005210557,0.0001620769,0.00002456469,0.0004721425,0.000005764417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969596,0.0002243895,0.0002808699,0.00008377372,0.000004548198,0.00001949593,0.0008926818,0.00001488079,0.001519936],"genre_scores_gemma":[0.9981719,0.0002467631,0.0003645696,0.00002072081,0.00000426211,0.00001704361,0.0007395109,0.000003652452,0.0004314605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5562649,"threshold_uncertainty_score":0.8926966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05389176646734694,"score_gpt":0.3846328607203631,"score_spread":0.3307410942530162,"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."}}