{"id":"W3007774630","doi":"10.11646/zootaxa.4735.1.1","title":"Family groups of Diopsoidea and Nerioidea (Diptera: Schizophora)—Definition, history and relationships","year":2020,"lang":"en","type":"article","venue":"Zootaxa","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Biology; Monophyly; Phylogenetic tree; Taxon; Type genus; Evolutionary biology; Zoology; SUPERFAMILY; Clade; Taxonomy (biology); Genetics; Ecology; Type species; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.00008500846,0.0001051045,0.0001607915,0.000008714639,0.0001156764,0.00002631551,0.00008260035,0.0000687548,0.0002080793],"category_scores_gemma":[0.00005577223,0.00004890099,0.00003701605,0.0001105108,0.0001398629,0.0001531033,0.0000643633,0.0001310189,0.00001615579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001775132,"about_ca_system_score_gemma":0.000007025583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001229018,"about_ca_topic_score_gemma":0.00008358948,"domain_scores_codex":[0.9993057,0.00005130994,0.0001977198,0.0002237354,0.00009980586,0.0001217851],"domain_scores_gemma":[0.9996232,0.00008978692,0.00009141217,0.00003600639,0.00003689302,0.0001227072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001460575,0.0001359391,0.2818623,0.00005595934,0.00002508816,0.00002137228,0.0007708052,5.613909e-7,0.05978597,0.01870196,0.005421243,0.6330728],"study_design_scores_gemma":[0.0001696789,0.0001889097,0.3734803,0.00001546403,0.00002067186,0.00000669997,0.000401989,0.00001026938,0.0001264287,0.00007716255,0.6253541,0.0001482836],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923182,0.001652793,0.00000439112,0.00122308,0.00007242979,0.0001048494,0.00003615245,0.00003807963,0.004550023],"genre_scores_gemma":[0.9987781,0.0001207107,0.0003335029,0.000495888,0.000116022,0.000008989419,0.00002609275,8.704379e-7,0.000119806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6329245,"threshold_uncertainty_score":0.2278323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07129577230328474,"score_gpt":0.194481950748679,"score_spread":0.1231861784453943,"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."}}