{"id":"W3117443718","doi":"10.1649/0010-065x-74.4.897","title":"An Integrative Taxonomic Review of the Quedius erythrogaster Mannerheim Species Group in North America (Coleoptera: Staphylinidae: Quediini)","year":2020,"lang":"en","type":"article","venue":"The Coleopterists Bulletin","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Nearctic ecozone; Biology; Species group; DNA barcoding; Clade; Ecology; Phylogenetic tree; Zoology; Species complex; Taxonomy (biology)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002898102,0.0002928041,0.0004707742,0.00001025442,0.0001828062,0.00006943919,0.0008970868,0.00007184759,0.001493304],"category_scores_gemma":[0.0001132295,0.0000990778,0.0002315623,0.000592038,0.0003248035,0.00009100858,0.0002166544,0.0003336173,0.00007800775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005909751,"about_ca_system_score_gemma":0.00002170744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008882892,"about_ca_topic_score_gemma":0.01132603,"domain_scores_codex":[0.9978644,0.0004900964,0.0006242897,0.0004294417,0.0002555982,0.0003361752],"domain_scores_gemma":[0.9989675,0.0001895278,0.0003987782,0.0002282954,0.00009091217,0.0001249499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001774847,0.001476998,0.4408914,0.001357913,0.0001627017,0.00004431251,0.003673167,0.00009033156,0.002749906,0.0008507254,0.04223802,0.5046896],"study_design_scores_gemma":[0.000237457,0.0004921175,0.5698119,0.0006427146,0.00002739731,0.000003243821,0.001264715,0.00005058196,0.0002186247,0.0000121311,0.4269942,0.0002448654],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692128,0.001580607,0.00003354683,0.02523337,0.0001626718,0.001089796,0.0002945125,0.00004469075,0.002348057],"genre_scores_gemma":[0.991355,0.001381436,0.00005844917,0.006613555,0.0002920829,0.0001405476,0.0001295359,0.000001236706,0.00002818262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5044448,"threshold_uncertainty_score":0.9994195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734459393547546,"score_gpt":0.2102334630669639,"score_spread":0.1928888691314884,"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."}}