{"id":"W1998818448","doi":"10.1016/j.biocon.2004.05.015","title":"Threats, conservation strategies, and prognosis for suckers (Catostomidae) in North America: insights from regional case studies of a diverse family of non-game fishes","year":2004,"lang":"en","type":"article","venue":"Biological Conservation","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":187,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Habitat; Threatened species; Ecology; Outreach; Conservation status; Geography; Habitat destruction; Biology; Environmental resource management; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009122312,0.0002457924,0.0001407413,0.0007461018,0.001325086,0.0005471835,0.0005674128,0.0007433426,0.0006974815],"category_scores_gemma":[0.004048331,0.0001672674,0.0002471,0.0005638464,0.00126649,0.0005411954,0.0006628203,0.000408545,0.00005969367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001364643,"about_ca_system_score_gemma":0.000581636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04821747,"about_ca_topic_score_gemma":0.1961618,"domain_scores_codex":[0.9996257,0.0001845926,0.00002456697,0.00003982163,0.00004623828,0.00007911611],"domain_scores_gemma":[0.9987961,0.0004533638,0.0003452397,0.00006734611,0.0001737993,0.0001640372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001133958,0.0001507274,0.976836,0.00003318557,0.00004233438,0.005585309,0.007195623,0.0007640891,0.0006640222,0.0004202494,0.0003284273,0.007866636],"study_design_scores_gemma":[0.000009259278,0.0002437866,0.9650066,0.00002588027,0.00005088337,0.004490428,0.02774717,0.001247334,0.0002527289,0.0003169304,0.0005924238,0.00001640012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994691,0.00006083375,0.00002891989,0.00006279301,8.014821e-7,0.000004930713,0.00001579984,8.006578e-7,0.0003559549],"genre_scores_gemma":[0.9996942,0.00009407364,0.00007842469,0.000009710212,7.579746e-7,0.000004885648,0.00001562513,5.394056e-7,0.0001019121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04821747,"threshold_uncertainty_score":0.09587365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08100987379091829,"score_gpt":0.2736533419079663,"score_spread":0.192643468117048,"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."}}