{"id":"W4413005736","doi":"10.1093/conphys/coaf057","title":"Conservation physiology of freshwater fishes: an illustration of pressing questions and implications for management","year":2025,"lang":"en","type":"article","venue":"Conservation Physiology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; University of Manitoba; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Freshwater fish; Habitat; Biology; Biodiversity; Habitat destruction; Wetland; Ecology; Population; Freshwater ecosystem; Conservation biology; Climate change; Habitat fragmentation; Fishery; Environmental resource management; Environmental planning; Fish <Actinopterygii>; Ecosystem; Geography; Environmental science","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":[0.003309062,0.0005025304,0.0005105043,0.001425987,0.00110526,0.002707214,0.001127646,0.002387437,0.005766903],"category_scores_gemma":[0.002424253,0.0001993535,0.000532663,0.00135264,0.005049895,0.00319459,0.002190499,0.001593974,0.0003057462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001469465,"about_ca_system_score_gemma":0.002070243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00282949,"about_ca_topic_score_gemma":0.00439086,"domain_scores_codex":[0.999334,0.0003397416,0.00004470388,0.00008093299,0.0001246087,0.00007593024],"domain_scores_gemma":[0.9981949,0.0007645338,0.0002455171,0.0001209189,0.0003275827,0.0003466083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005726742,0.001093063,0.1343459,0.004290821,0.0001680212,0.00687711,0.01350716,0.006392565,0.05069738,0.1019093,0.04986988,0.6302762],"study_design_scores_gemma":[0.00006419031,0.002012721,0.5046296,0.003735678,0.0001171648,0.006276042,0.04228226,0.007311494,0.006041939,0.1934167,0.2337792,0.0003330224],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3172405,0.07800347,0.03902189,0.4944703,0.002009587,0.0003459224,0.0004709971,0.0003068782,0.06813043],"genre_scores_gemma":[0.8897412,0.05100916,0.0291702,0.01905365,0.002685652,0.0002648154,0.0001209745,0.00005175919,0.007902585],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005766903,"threshold_uncertainty_score":0.01929218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02149307729604135,"score_gpt":0.270576109286069,"score_spread":0.2490830319900276,"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."}}