{"id":"W2119555177","doi":"10.1111/fwb.12564","title":"Seasonal depletion of resources intensifies trophic interactions in subarctic freshwater fish communities","year":2015,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Fisheries Society of the British Isles","keywords":"Subarctic climate; Coregonus lavaretus; Trophic level; Ecology; Benthic zone; Biology; Generalist and specialist species; Lake ecosystem; Range (aeronautics); Pelagic zone; Trophic state index; Coregonus; Profundal zone; Phytoplankton; Ecosystem; Fishery; Nutrient; Habitat; Fish <Actinopterygii>","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002666826,0.0001195605,0.0002076306,0.0000999318,0.00008067087,0.000008084475,0.0002245087,0.0000641642,0.001625094],"category_scores_gemma":[0.00006053551,0.00009595153,0.00003704199,0.0001035286,0.0006736837,0.0001298935,0.0004634277,0.0001697835,0.0001445515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007608177,"about_ca_system_score_gemma":0.000003879111,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003909225,"about_ca_topic_score_gemma":0.4748911,"domain_scores_codex":[0.9990505,0.0002278985,0.0002344669,0.0001595736,0.0000724916,0.0002550952],"domain_scores_gemma":[0.9996051,0.00007098451,0.00007057245,0.0001925638,0.00002191016,0.00003885423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008074831,0.00007294885,0.9482792,0.000008069191,0.00002252835,0.000004704064,0.003200354,0.0001327243,0.0004745561,0.00009674019,0.04752028,0.0001071443],"study_design_scores_gemma":[0.0007472127,0.0003332183,0.7036247,0.00002629268,0.00002440392,0.00001505712,0.005236119,0.00107161,0.0007310758,0.006346595,0.2815963,0.0002473381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938725,0.00001750813,0.00003241422,0.002530293,0.0002831543,0.000116686,0.0000440796,0.00002930976,0.003074066],"genre_scores_gemma":[0.9976667,0.00002579321,0.0004047096,0.001033425,0.00003020782,0.0000420439,0.00007673917,0.000007583622,0.0007127876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4709819,"threshold_uncertainty_score":0.9992875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03386987197220059,"score_gpt":0.2508919066219464,"score_spread":0.2170220346497458,"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."}}