{"id":"W4413091426","doi":"10.11646/zootaxa.5661.4.1","title":"Revision of the Microphorella acroptera species group and establishment of the Microphorella arcana species group (Diptera: Dolichopodidae sensu lato: Parathalassiinae)","year":2025,"lang":"en","type":"article","venue":"Zootaxa","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Biology; Sensu; Nearctic ecozone; Dolichopodidae; Taxonomy (biology); Species group; Zoology; Key (lock); Ecology; Botany; Genus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008974432,0.0006400363,0.0004626311,0.003377352,0.0009419009,0.0008505248,0.001231196,0.0005008897,0.002543498],"category_scores_gemma":[0.001004525,0.0001791366,0.0005378603,0.001201595,0.0007720896,0.0008557351,0.0006209855,0.000904271,0.001128501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122351,"about_ca_system_score_gemma":0.003403334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02773023,"about_ca_topic_score_gemma":0.04236003,"domain_scores_codex":[0.9995235,0.00005934451,0.00007103034,0.00005615219,0.0002273032,0.00006259792],"domain_scores_gemma":[0.9983537,0.0000907215,0.0002373724,0.00008126292,0.001062226,0.0001746999],"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":[0.0002069937,0.0001713386,0.07380767,0.002042725,0.0001372294,0.00196235,0.002357329,0.0007980536,0.0363673,0.003766809,0.0390251,0.8393571],"study_design_scores_gemma":[0.0000204861,0.0005743123,0.2973792,0.001065677,0.0002054875,0.00508271,0.002290102,0.0009861414,0.002925449,0.001079154,0.6883233,0.00006798136],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5454766,0.2437893,0.03839416,0.01479559,0.02032423,0.001312563,0.004234859,0.003116569,0.1285561],"genre_scores_gemma":[0.7111108,0.07956523,0.101469,0.004262493,0.005453076,0.0005645819,0.01267334,0.0002405282,0.084661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02773023,"threshold_uncertainty_score":0.05513763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294507146566523,"score_gpt":0.2067432713990161,"score_spread":0.1937981999333509,"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."}}