{"id":"W4400068703","doi":"10.1139/cjfas-2024-0039","title":"Habitat effects on recruitment, population limitations, and recovery potential in an endangered stream fish","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Endangered species; Habitat; Fishery; Population; Fish <Actinopterygii>; Population dynamics of fisheries; Ecology; Fish habitat; Biology; Environmental science; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0004259223,0.00008143588,0.000102425,0.0002764134,0.0002032244,0.0002692288,0.0001730146,0.0001470314,0.0009612835],"category_scores_gemma":[0.001556216,0.00008719048,0.0001033938,0.0001692674,0.0003239904,0.0002184578,0.0002637139,0.0001506987,0.00007622893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005562519,"about_ca_system_score_gemma":0.0002744518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01996239,"about_ca_topic_score_gemma":0.09459084,"domain_scores_codex":[0.9998615,0.0000419602,0.00001228018,0.00003109955,0.00001909299,0.0000340444],"domain_scores_gemma":[0.9987656,0.0003210973,0.0004615118,0.00006247217,0.00008461163,0.0003047505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002284512,0.00005892414,0.9939606,0.000004532506,0.00001853407,0.00006705555,0.00009986903,0.000240071,0.003092621,0.00003330414,0.00004970719,0.002146269],"study_design_scores_gemma":[7.14525e-7,0.0000353188,0.9997023,6.264997e-7,0.000002422127,0.00001461734,0.00004318136,0.0001305553,0.00004576223,0.000006735969,0.0000171665,6.53467e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9999032,0.00000865218,0.000006444691,0.000003629851,1.85354e-7,3.762244e-7,0.00001375574,3.702345e-7,0.00006339384],"genre_scores_gemma":[0.9998296,0.000007023521,0.00002535536,0.000004443349,4.025235e-7,0.000001230868,0.00003629876,4.327972e-7,0.00009517366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01996239,"threshold_uncertainty_score":0.0396924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03354614623168975,"score_gpt":0.2426177662003546,"score_spread":0.2090716199686649,"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."}}