{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005152326,0.0001230266,0.0001780807,0.000122083,0.0001286103,0.000008401033,0.0001104164,0.0001263808,0.0001649025],"category_scores_gemma":[0.0001017441,0.000113367,0.00002927403,0.0003041591,0.0006395891,0.0001487098,0.0001777225,0.0001574047,0.0003470831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001744503,"about_ca_system_score_gemma":0.000003442565,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001733227,"about_ca_topic_score_gemma":0.02877543,"domain_scores_codex":[0.9989128,0.000138834,0.000192449,0.0003979125,0.0000873707,0.0002707106],"domain_scores_gemma":[0.9996212,0.00005627711,0.00005795449,0.0001957784,0.000007818812,0.00006104718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005621899,0.0000771215,0.9049831,0.00001167292,0.0000205639,0.00000549548,0.0003928767,0.00001975795,0.000008988921,0.00008032195,0.09414093,0.0002029323],"study_design_scores_gemma":[0.0003800245,0.000111185,0.8841186,0.000005958962,0.00001598764,0.000009732186,0.000359875,0.00001408179,0.00005983911,0.0008454081,0.1139571,0.0001222726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656314,0.0001676418,0.000003175538,0.003182568,0.0003056442,0.0002627517,0.000003810769,0.00004894974,0.03039405],"genre_scores_gemma":[0.9978304,0.00009628328,0.0001036148,0.0009460239,0.00002351874,0.00002785939,0.000006417975,0.000006116847,0.0009597707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03219899,"threshold_uncertainty_score":0.9889469,"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."}}