{"id":"W4411707168","doi":"10.1111/fwb.70070","title":"Larger Fish Upstream: Testing the Drivers of Fish Longitudinal Size Distribution in a Stream","year":2025,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"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; Universidade do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Pelagic zone; Biology; Predation; Intraspecific competition; Ecology; Competition (biology); Productivity; Population; Fishery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006138071,0.0001549165,0.0002035444,0.0006415469,0.0002589577,0.0003186952,0.0002791481,0.0002013193,0.001607628],"category_scores_gemma":[0.001492749,0.0001372227,0.0003059253,0.0004841628,0.0002733865,0.0003258059,0.0003847499,0.0001779325,0.0001434786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002283838,"about_ca_system_score_gemma":0.0001972572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00762524,"about_ca_topic_score_gemma":0.01109525,"domain_scores_codex":[0.9997464,0.00006703093,0.00001832859,0.00009752199,0.00003249795,0.00003818859],"domain_scores_gemma":[0.9983633,0.000609984,0.0005868752,0.00007978309,0.0001519895,0.0002081033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003735108,0.0000124406,0.9979334,0.000003511194,0.00002226304,0.00002082107,0.00004892534,0.00009864969,0.0007857123,0.00001308533,0.00001273371,0.001011117],"study_design_scores_gemma":[0.00000102775,0.00002679579,0.9989581,0.000001251841,0.000008806415,0.00001684142,0.00008948344,0.0007767419,0.00008662757,0.00001365466,0.00001934438,0.000001398259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997457,0.00001352598,0.0001047622,0.000004501547,4.676663e-7,0.000001240731,0.00004281001,0.000002109454,0.00008502452],"genre_scores_gemma":[0.9998092,0.000005736141,0.00007670562,0.000001866061,9.937621e-7,0.000001971396,0.00005186248,0.000001054159,0.00005062863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00762524,"threshold_uncertainty_score":0.01516175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01256304468041877,"score_gpt":0.23028034450586,"score_spread":0.2177172998254412,"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."}}