{"id":"W4317831034","doi":"10.1111/ecog.06612","title":"Global and local drivers of the relative importance of allochthonous and autochthonous energy sources to freshwater food webs","year":2023,"lang":"en","type":"article","venue":"Ecography","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; National Science Foundation","keywords":"Freshwater ecosystem; Ecology; Lake ecosystem; Habitat; Primary producers; Ecosystem; River ecosystem; Productivity; Environmental science; Food web; Phytoplankton; Biology; Nutrient","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":[],"consensus_categories":[],"category_scores_codex":[0.0001453463,0.00009851959,0.0001796906,0.00006799046,0.00007632406,0.000005845607,0.0001901268,0.00006016516,0.0001363073],"category_scores_gemma":[0.00001952593,0.00007333891,0.00008619067,0.0008255,0.0006418368,0.00007142545,0.0003592083,0.00004222605,0.000008124538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002249007,"about_ca_system_score_gemma":0.000005565225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002081262,"about_ca_topic_score_gemma":0.01161317,"domain_scores_codex":[0.9991401,0.0000589476,0.0001957489,0.0002545809,0.0001539579,0.000196628],"domain_scores_gemma":[0.9995654,0.00005166727,0.0001056037,0.0002103935,0.000008072003,0.00005891583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009380579,0.00001913481,0.9948584,0.000003400142,0.00007338515,0.000002458385,0.0006660486,0.001596902,0.0002461734,0.000715873,0.0008551701,0.0009536821],"study_design_scores_gemma":[0.0001819051,0.0002327383,0.9888372,0.000006548159,0.00004434804,0.000004904452,0.0003115229,0.0007191293,0.001024612,0.005318002,0.003211318,0.0001077273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972212,0.00005581164,0.000505722,0.0002294637,0.00005039472,0.00009792776,0.00003074996,0.00001671505,0.001792017],"genre_scores_gemma":[0.9989218,0.00002918404,0.0007658959,0.0001687506,0.000006207633,0.00001041341,0.000001701605,0.000005780522,0.00009024879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01140505,"threshold_uncertainty_score":0.6480423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004586868503057163,"score_gpt":0.1944992883535009,"score_spread":0.1899124198504437,"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."}}