{"id":"W4408874588","doi":"10.1186/s40850-025-00228-0","title":"The Prussian carp (Carassius gibelio) in Saskatchewan, Canada: current distribution and life history traits of a novel invasive species","year":2025,"lang":"en","type":"article","venue":"BMC Zoology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Canada Foundation for Innovation; University of Regina","keywords":"Carassius; Prussian blue; Carp; Biology; Invasive species; Distribution (mathematics); Fishery; Zoology; Ecology; Fish <Actinopterygii>; Chemistry; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001539854,0.00008469415,0.0001559228,0.00002176928,0.0001072809,0.000002132805,0.0001304389,0.00004565241,0.00005960816],"category_scores_gemma":[0.000188814,0.00006660917,0.00001594712,0.0001066358,0.0005241281,0.00003295926,0.0002165336,0.0001012222,0.000001651126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005329173,"about_ca_system_score_gemma":0.0002728016,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06751012,"about_ca_topic_score_gemma":0.993715,"domain_scores_codex":[0.9992977,0.00006175665,0.000185415,0.0001854159,0.0000732457,0.0001964077],"domain_scores_gemma":[0.9995793,0.0002176423,0.00007510687,0.00009540447,0.000005816759,0.00002669791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004700962,0.00009897361,0.8165461,0.00005562271,0.0000389309,0.000003176695,0.0005858147,0.00009697823,0.0001032515,0.004662842,0.1763592,0.001402073],"study_design_scores_gemma":[0.0003549237,0.00002157945,0.9606701,0.000008395549,0.00001767191,5.60512e-7,0.001418981,0.00003351979,0.00002278531,0.000140353,0.03725455,0.00005660568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880198,0.001274149,0.0004377955,0.002500589,0.0006891979,0.0003288892,0.00003208131,0.00000941518,0.006708144],"genre_scores_gemma":[0.9979398,0.0001363177,0.00003573553,0.0003248733,0.00001038903,0.00004402586,0.000008034723,0.000002117332,0.001498719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9262049,"threshold_uncertainty_score":0.9386994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590914821184796,"score_gpt":0.207250096395083,"score_spread":0.191340948183235,"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."}}