{"id":"W4388514079","doi":"10.5852/ejt.2023.904.2323","title":"A revision of Scipopus Enderlein including the subgenera Scipopus s. str., Phaeopterina Frey and Parascipopus subgen. nov. (Diptera, Micropezidae, Taeniapterinae)","year":2023,"lang":"en","type":"article","venue":"European Journal of Taxonomy","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Subgenus; Synonym (taxonomy); Biology; Genus; Zoology; Taxonomy (biology); Botany","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":[0.001784045,0.0003162251,0.0004881461,0.0001004452,0.0004354657,0.0002383987,0.0009120621,0.00004969424,0.0002306388],"category_scores_gemma":[0.00007872041,0.0001274221,0.0002776133,0.0006126033,0.0002747785,0.0004278991,0.0005336407,0.0003419352,0.00006586417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004396516,"about_ca_system_score_gemma":0.00002210599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006151572,"about_ca_topic_score_gemma":0.00006023127,"domain_scores_codex":[0.9973058,0.0004822132,0.001002627,0.0003580598,0.0003966519,0.0004546802],"domain_scores_gemma":[0.9984194,0.0001599087,0.0008546683,0.0001864569,0.0001596293,0.0002199507],"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":[0.0001786339,0.00008715437,0.01760517,0.00002171529,0.00005136738,0.0002367237,0.0001166625,0.000007758439,0.02852211,0.00004309479,0.00452587,0.9486037],"study_design_scores_gemma":[0.0004285894,0.0009465723,0.03989816,0.000169271,0.00005521833,0.0002390831,0.0004356855,0.00000889839,0.004626383,0.000001959932,0.9529341,0.0002560451],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956369,0.0009396683,0.0000463741,0.0007982737,0.0005698437,0.0003266558,0.00003237504,0.00003705252,0.001612897],"genre_scores_gemma":[0.9969265,0.000514976,0.001400906,0.0001269071,0.0006717988,0.000004655252,0.00001075435,0.000006140566,0.0003373597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9484082,"threshold_uncertainty_score":0.5196124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08421366113867879,"score_gpt":0.2433060872894356,"score_spread":0.1590924261507569,"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."}}