{"id":"W4406583224","doi":"10.22621/cfn.v138i1.3253","title":"The occurrence of introduced rosy red minnows (&lt;i&gt;Pimephales promelas&lt;/i&gt;) in Alberta, Canada","year":2025,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ambrose University","funders":"","keywords":"Pimephales promelas; Minnow; Fishery; Geography; Biology; Zoology; Archaeology; 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":[0.0002996795,0.0002323882,0.0001575892,0.001429532,0.001460669,0.0008502161,0.000657502,0.0002981409,0.001313551],"category_scores_gemma":[0.0004523687,0.0001634731,0.0001484845,0.001119742,0.0007139001,0.0002276546,0.0004290573,0.0003774964,0.0001346857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01043221,"about_ca_system_score_gemma":0.00655626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9746449,"about_ca_topic_score_gemma":0.9948945,"domain_scores_codex":[0.9996967,0.00001593007,0.000008521742,0.0000541841,0.0001415797,0.00008299038],"domain_scores_gemma":[0.999211,0.00003869378,0.0001582275,0.00001338359,0.0003769986,0.0002017834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001147718,0.00003646106,0.9782217,0.0000523425,0.00003499471,0.0006746511,0.003131596,0.0001517057,0.003201532,0.0001683093,0.001422539,0.01278933],"study_design_scores_gemma":[0.000002302811,0.00001732295,0.9957315,0.00001936206,0.00001253217,0.0001400194,0.002352945,0.0001208718,0.0001738144,0.0000101,0.001412059,0.000007126218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959544,0.0003457023,0.0001031162,0.0001159361,0.00001673099,0.0000140673,0.0004598768,0.00001351509,0.002976636],"genre_scores_gemma":[0.9972446,0.0003509768,0.0002978659,0.00006867537,0.000006336849,0.000005211665,0.0003123919,0.000004052451,0.001710033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0253551,"threshold_uncertainty_score":0.07569134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005479576015021418,"score_gpt":0.2002891193005616,"score_spread":0.1948095432855401,"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."}}