{"id":"W1995740581","doi":"10.11646/zootaxa.3704.1.1","title":"<p class=\"HeadingRunIn\" align=\"left\">Generic classification of the Archiborborinae (Diptera: Sphaeroceridae), with a revision of Antrops Enderlein, Coloantrops gen. nov., Maculantrops gen. nov., Photoantrops gen. nov., and Poecilantrops gen. nov.","year":2013,"lang":"en","type":"article","venue":"Zootaxa","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Biology; Genus; Zoology; Paraphyly; Synonym (taxonomy); Botany; Clade; Phylogenetics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005242939,0.001061763,0.001498668,0.0001504525,0.0007623963,0.0003269585,0.001480371,0.0004794539,0.00159948],"category_scores_gemma":[0.0001289935,0.0004726951,0.0005002755,0.001263607,0.001090406,0.000614859,0.0005240974,0.0006539894,0.0001201817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002190778,"about_ca_system_score_gemma":0.0001421156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001139767,"about_ca_topic_score_gemma":0.001191342,"domain_scores_codex":[0.9936071,0.000445898,0.001673804,0.001526754,0.001317785,0.001428644],"domain_scores_gemma":[0.9959571,0.0003577593,0.001549247,0.0008476301,0.0007737329,0.0005145575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006550989,0.0009297031,0.07425223,0.0002187952,0.0002459158,0.00004475636,0.0003076089,0.00002724758,0.7440817,0.001587167,0.003587513,0.1740623],"study_design_scores_gemma":[0.002470179,0.002154505,0.5224621,0.0004331222,0.0005325636,0.0003653958,0.0009401563,0.001192234,0.03804068,0.00002893596,0.4298549,0.0015253],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914824,0.001499514,0.0001808508,0.001565125,0.0004879892,0.002436534,0.0005197332,0.0001475751,0.001680228],"genre_scores_gemma":[0.995092,0.0009890913,0.001779255,0.0003552362,0.0006486961,0.0001288996,0.0002153839,0.00002983729,0.0007616167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.706041,"threshold_uncertainty_score":0.9997725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01776294725564874,"score_gpt":0.2020164247664406,"score_spread":0.1842534775107919,"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."}}