{"id":"W1922077942","doi":"10.1002/lno.10153","title":"Habitat, not resource availability, limits consumer production in lake ecosystems","year":2015,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; University of Notre Dame","keywords":"Environmental science; Benthic zone; Habitat; Biomass (ecology); Food web; Ecosystem; Ecology; Abundance (ecology); Productivity; Primary producers; Temperate climate; Nutrient; Phytoplankton; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002773468,0.000148916,0.0002301929,0.0002916046,0.0004444424,0.0008830308,0.0002023342,0.0001825423,0.001504459],"category_scores_gemma":[0.0008872011,0.0002377441,0.0001297431,0.000293048,0.0004890052,0.0004942347,0.0006657664,0.0001171137,0.00007802088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004229597,"about_ca_system_score_gemma":0.000281254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004611802,"about_ca_topic_score_gemma":0.02155918,"domain_scores_codex":[0.9998485,0.00004783099,0.00001451378,0.00003111683,0.00002671397,0.00003132056],"domain_scores_gemma":[0.9990748,0.0002786731,0.0003923745,0.0000482474,0.00006576669,0.0001400449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003027888,0.00006600665,0.9368653,0.0001269885,0.000171919,0.0002129486,0.0003869686,0.0009505148,0.05613377,0.0002989557,0.0001949485,0.004288809],"study_design_scores_gemma":[0.00000414779,0.00005339745,0.9980364,0.000004765694,0.00002102993,0.00006020321,0.0001804049,0.0007056047,0.0006673959,0.0001544937,0.0001092317,0.00000297647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996543,0.00004003533,0.00006030712,0.00001473063,3.067871e-7,7.830579e-7,0.00002526861,0.000001979455,0.0002022379],"genre_scores_gemma":[0.9998041,0.00002228393,0.00007229516,0.00001337156,8.900568e-7,0.000001974385,0.00002570551,0.000001366936,0.00005822068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004611802,"threshold_uncertainty_score":0.009169877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01907142939032068,"score_gpt":0.2166793472453529,"score_spread":0.1976079178550322,"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."}}