{"id":"W4380447122","doi":"10.11646/zootaxa.5301.5.5","title":"The first Neotropical and Afrotropical species of Microphorella Becker, with a key to the genera of Parathalassiinae and species of Microphorella from the Southern Hemisphere (Diptera: Dolichopodidae sensu lato)","year":2023,"lang":"en","type":"article","venue":"Zootaxa","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Instituto Nacional de Pesquisas da Amazônia","keywords":"Dolichopodidae; Biology; Sensu; Southern Hemisphere; Key (lock); Ecology; Western hemisphere; Taxonomy (biology); Genus; Zoology; Ethnology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009070538,0.0004977166,0.0001790223,0.00106244,0.0008434078,0.0003410186,0.0002914843,0.0003207616,0.005751457],"category_scores_gemma":[0.0002518362,0.0001788565,0.000139135,0.0003942218,0.0005908571,0.000705255,0.001289761,0.000622434,0.001422534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004165312,"about_ca_system_score_gemma":0.0004323623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003049512,"about_ca_topic_score_gemma":0.01045815,"domain_scores_codex":[0.9999175,0.000007715948,0.000008975514,0.00001638471,0.0000278971,0.0000215125],"domain_scores_gemma":[0.9997723,0.0000245885,0.0001090443,0.00001355219,0.00003647796,0.00004405939],"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":[0.0006539155,0.0001389747,0.08285546,0.001217383,0.00005761658,0.005506898,0.004722055,0.0004330794,0.1117986,0.003008418,0.01347499,0.7761326],"study_design_scores_gemma":[0.00005017977,0.0007247872,0.6122515,0.0006478234,0.00007686886,0.01604746,0.004045394,0.000408917,0.006182241,0.0009763081,0.3585267,0.00006182691],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8673506,0.01786239,0.00499775,0.001299568,0.000572885,0.0005615911,0.002164946,0.0004787642,0.1047115],"genre_scores_gemma":[0.9494219,0.009208134,0.01267757,0.0005156689,0.0002516477,0.0002017321,0.0009454181,0.00003403356,0.02674383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005751457,"threshold_uncertainty_score":0.01924056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645383652641427,"score_gpt":0.1911221429156632,"score_spread":0.1746683063892489,"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."}}