{"id":"W7133290465","doi":"","title":"Recovery potential modelling of Northern Madtom (Noturus stigmosus) in Canada","year":2024,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population viability analysis; Population; Wildlife; Endangered species; Habitat; Minimum viable population; Juvenile; Threatened species; Population size","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":[0.0001853369,0.0003700176,0.0002730076,0.0006890161,0.001084045,0.0008368336,0.001245818,0.000574973,0.004180157],"category_scores_gemma":[0.0006049985,0.0002001172,0.000467596,0.0005904661,0.0005094961,0.0002739295,0.0005878917,0.000351237,0.0003024926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01193671,"about_ca_system_score_gemma":0.008660002,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9665815,"about_ca_topic_score_gemma":0.9625794,"domain_scores_codex":[0.9999098,0.000009377325,0.000002763639,0.00001916166,0.00001922459,0.00003974734],"domain_scores_gemma":[0.9998117,0.00004532943,0.00002020728,0.000007355668,0.00007759779,0.00003772801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005216867,0.00002269979,0.02293397,0.00003999667,0.00002492206,0.0002626093,0.0001531951,0.9656667,0.0008408896,0.002723312,0.002039769,0.005239903],"study_design_scores_gemma":[0.00001930821,0.00002736953,0.0134662,0.00002421407,0.00002987399,0.00009000471,0.0003848241,0.9802932,0.0002396459,0.001043143,0.004361175,0.00002104724],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.957186,0.0003424055,0.007547782,0.0005113744,0.00001333699,0.00006546004,0.003437316,0.0002091703,0.03068714],"genre_scores_gemma":[0.9864808,0.0001549362,0.002688952,0.00004600687,0.000001631806,0.00002671856,0.001196196,0.00003966343,0.009364981],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03341848,"threshold_uncertainty_score":0.08660728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026412356319361,"score_gpt":0.2142581888116085,"score_spread":0.2039940652484149,"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."}}