{"id":"W4408979907","doi":"10.20944/preprints202503.2178.v1","title":"Biology and Conservation of <em>Moxostoma </em>spp. Occurring in Canada with Emphasis on the Copper Redhorse (<em>M</em>. <em>hubbsi</em>, Legendre 1952), an Endemic Species on an Extinction Trajectory","year":2025,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emphasis (telecommunications); Biology; Copper; Zoology; Telecommunications; Computer science; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001550866,0.0003062358,0.0002078302,0.00139969,0.001931689,0.0008069286,0.0005191806,0.0002628752,0.001611914],"category_scores_gemma":[0.0002219746,0.0001058361,0.0001502214,0.001197804,0.0009330187,0.0003482483,0.0004412231,0.0003676856,0.000167237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007414768,"about_ca_system_score_gemma":0.01446452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.914299,"about_ca_topic_score_gemma":0.9711207,"domain_scores_codex":[0.9998372,0.000007554031,0.000006456095,0.00002987307,0.0000750789,0.00004386189],"domain_scores_gemma":[0.9998036,0.00001052764,0.00003886307,0.000003141501,0.0001022329,0.00004165003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001734524,0.00008394124,0.1800625,0.003818673,0.000104292,0.002712714,0.006371842,0.001132556,0.03477746,0.006733692,0.02815264,0.7358762],"study_design_scores_gemma":[0.00000570054,0.00009237887,0.7164212,0.001309635,0.0001077486,0.001371972,0.005406474,0.0004945889,0.001832551,0.0008200174,0.2720928,0.00004492116],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4990034,0.3697627,0.002882325,0.008565022,0.0005007873,0.0002168805,0.00283814,0.0001841951,0.1160465],"genre_scores_gemma":[0.8404183,0.1301287,0.005003542,0.001253144,0.0001006897,0.00004759352,0.001139574,0.00002571055,0.02188277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08570105,"threshold_uncertainty_score":0.1724114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04706312542919883,"score_gpt":0.2645763662423974,"score_spread":0.2175132408131986,"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."}}