{"id":"W4391475460","doi":"10.5962/p.363896","title":"Status of the Bridle Shiner, Notropis bifrenatus, in Canada","year":2001,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum","funders":"","keywords":"Notropis; Fishery; Zoology; Biology; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000173213,0.0001412635,0.0001617243,0.0009117672,0.001925598,0.0007038685,0.0005718697,0.000360838,0.002394289],"category_scores_gemma":[0.0008714753,0.0001233675,0.0001157888,0.001154987,0.0005162418,0.0003186271,0.0004905409,0.0003026316,0.0001912525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008191977,"about_ca_system_score_gemma":0.01043156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9880657,"about_ca_topic_score_gemma":0.9967299,"domain_scores_codex":[0.9997725,0.0000107419,0.00001238409,0.00003969324,0.00008544389,0.00007925688],"domain_scores_gemma":[0.9990421,0.00002786984,0.0001669989,0.00001486069,0.0004412274,0.000306937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000117147,0.00004246043,0.9732853,0.00009209836,0.00003032,0.0004126409,0.001808472,0.00008096482,0.001521933,0.0002496279,0.003197828,0.01916111],"study_design_scores_gemma":[0.000003826909,0.00002776808,0.9937164,0.00004569279,0.00001408411,0.00019098,0.00248859,0.0001517756,0.00009723812,0.00002441077,0.003229541,0.000009605225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914622,0.001605894,0.00004488559,0.0005859886,0.00001846903,0.00001319107,0.001217524,0.00001084257,0.005040977],"genre_scores_gemma":[0.9953933,0.001177639,0.0001076552,0.0001845016,0.000003001936,0.00000571975,0.0006012499,0.000004375834,0.002522704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01193428,"threshold_uncertainty_score":0.05943722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008753244542287554,"score_gpt":0.1930071645343455,"score_spread":0.1842539199920579,"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."}}