{"id":"W4402227919","doi":"10.1649/0010-065x-78.3.353","title":"Introduced and Invasive Ptomaphagus medius (Rey) and Native Ptomaphagus brevior Jeannel and Ptomaphagus ulkei Horn in Ontario and Québec, Canada (Coleoptera: Leiodidae: Cholevinae: Ptomaphagini)","year":2024,"lang":"en","type":"article","venue":"The Coleopterists Bulletin","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Medius; French horn; Biology; Zoology; Ecology; Geography; Anatomy; Psychology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007542837,0.0005856125,0.0005889742,0.0001684648,0.0004404505,0.0002532861,0.0003685434,0.0001789232,0.001408546],"category_scores_gemma":[0.0001541071,0.0004812201,0.00004487859,0.0003594055,0.001167169,0.0002145112,0.0009592386,0.0006917212,0.00006194557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007093917,"about_ca_system_score_gemma":0.0003104793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8721862,"about_ca_topic_score_gemma":0.9903795,"domain_scores_codex":[0.9968726,0.0002700353,0.0005624404,0.001178931,0.0004008262,0.0007151421],"domain_scores_gemma":[0.9985017,0.0005767333,0.0001488653,0.000435672,0.00002692761,0.0003100619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001223479,0.0004793347,0.725332,0.001004683,0.0008571243,0.004453778,0.02781031,0.0002255264,0.0008385125,0.0009049143,0.1375319,0.09933842],"study_design_scores_gemma":[0.001567452,0.0003687376,0.910143,0.0001713766,0.0001381673,0.0004938582,0.000564141,0.0003095374,0.0002946238,0.0002468954,0.08502322,0.0006789572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761161,0.011637,0.000007520485,0.008102032,0.0005037655,0.001201899,0.00002617033,0.00008917272,0.002316291],"genre_scores_gemma":[0.9941986,0.001545473,0.0001261573,0.001636202,0.00006740996,0.0002355387,0.00001092541,0.00003760621,0.002142087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.184811,"threshold_uncertainty_score":0.999764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004824091028161729,"score_gpt":0.1835937590821056,"score_spread":0.1787696680539438,"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."}}