{"id":"W2909234617","doi":"10.1111/fwb.13250","title":"Environmental controls on benthic food web functions and carbon resource use in subarctic lakes","year":2019,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada; Emil Aaltosen Säätiö; Academy of Finland","keywords":"Subarctic climate; Benthic zone; Ecology; Detritivore; Food web; Ecosystem; Environmental science; Paleolimnology; Nutrient; Biology; Climate change","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":[0.0002785874,0.0002126236,0.0001766013,0.0005891423,0.0003948134,0.0004469535,0.0001105268,0.0001512349,0.0005393581],"category_scores_gemma":[0.0004573491,0.0001570681,0.0001609542,0.0004464737,0.0003657506,0.0001747427,0.0003706655,0.00008447406,0.00006451833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006061066,"about_ca_system_score_gemma":0.0002668735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02604482,"about_ca_topic_score_gemma":0.06514228,"domain_scores_codex":[0.9998952,0.0000283027,0.000008156186,0.00002146407,0.00001731849,0.00002965922],"domain_scores_gemma":[0.9996178,0.00007980294,0.000145556,0.00001675727,0.0000494316,0.00009068871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001398617,0.00002244406,0.9896355,0.00001567662,0.00005970368,0.00009022771,0.0003171847,0.0003780251,0.007639568,0.0000208266,0.00003867213,0.001642258],"study_design_scores_gemma":[5.644646e-7,0.00001081074,0.9997275,5.647867e-7,0.000004101619,0.000007116178,0.00008392367,0.00007891407,0.00006591405,0.000003930234,0.00001586597,7.563276e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998603,0.00002915561,0.000008252127,0.000002748227,2.034528e-7,4.542238e-7,0.00003490132,8.747047e-7,0.00006303009],"genre_scores_gemma":[0.9998459,0.00002167936,0.00002109212,0.000003771906,6.546769e-7,0.000001361269,0.00005688458,4.8587e-7,0.00004824505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02604482,"threshold_uncertainty_score":0.05178642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007849819759973354,"score_gpt":0.1903436580046401,"score_spread":0.1824938382446667,"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."}}