{"id":"W4409731416","doi":"10.1139/cjfas-2024-0391","title":"Plight of the endangered redside dace (<i>Clinostomus elongatus</i>) in Canada: end of the road?","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Endangered species; Fishery; Geography; Ecology; Environmental science; Biology; Habitat","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":[0.0003055871,0.0001786024,0.0001509211,0.0005990203,0.002668478,0.001032776,0.0004328221,0.0004890829,0.002946696],"category_scores_gemma":[0.0004466297,0.00009990879,0.000165918,0.0008283317,0.001162913,0.0003781915,0.0004013,0.000763949,0.0003120364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01819079,"about_ca_system_score_gemma":0.02777684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9903466,"about_ca_topic_score_gemma":0.9974685,"domain_scores_codex":[0.9997256,0.00001139479,0.000006011312,0.00002895527,0.0001322915,0.00009577313],"domain_scores_gemma":[0.9994752,0.0000229588,0.00006947262,0.000006838912,0.0002599097,0.000165753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000399456,0.000118937,0.5710734,0.001206184,0.0001433693,0.004748078,0.009074642,0.001159018,0.01005486,0.006683957,0.139533,0.2558051],"study_design_scores_gemma":[0.00001458174,0.0001081515,0.7778624,0.0005789486,0.00009330715,0.002144991,0.01868502,0.0006902192,0.00144875,0.0007630571,0.197534,0.00007662139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8195082,0.05346253,0.00085041,0.03676283,0.000505118,0.00009639133,0.005858684,0.0001184404,0.08283752],"genre_scores_gemma":[0.9514514,0.0189069,0.0007863994,0.004903374,0.00003578321,0.00001047848,0.001263816,0.0000236248,0.02261833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01819079,"threshold_uncertainty_score":0.131984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007883744979910071,"score_gpt":0.1846960758184805,"score_spread":0.1768123308385704,"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."}}