{"id":"W6962179851","doi":"10.15468/b6fn5g","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":"dataset","venue":"Open MIND","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dolichopodidae; Sensu; Nearctic ecozone; Species group; Key (lock); Group (periodic table)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009434094,0.0008344281,0.0005103085,0.0116686,0.0006528679,0.000904676,0.0009612528,0.0003128356,0.01786472],"category_scores_gemma":[0.002321764,0.0003432682,0.0004900813,0.007470555,0.000326456,0.001188142,0.001207761,0.001092753,0.008269479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00112234,"about_ca_system_score_gemma":0.001762979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02559878,"about_ca_topic_score_gemma":0.04093208,"domain_scores_codex":[0.9988877,0.0001096208,0.0001926776,0.0001614033,0.0005221059,0.0001264283],"domain_scores_gemma":[0.9969726,0.0003198848,0.0009941814,0.0003060746,0.001162033,0.0002452876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003350877,0.00006380738,0.1072789,0.0046262,0.0001959585,0.0002674979,0.00213222,0.0007756068,0.006447117,0.001750947,0.485969,0.3901576],"study_design_scores_gemma":[0.00002035787,0.00003575899,0.1745254,0.0006948232,0.00006102804,0.0002957839,0.0005648153,0.0002319691,0.000775102,0.0002194225,0.8225453,0.00003026494],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1188712,0.02050455,0.004483201,0.002450656,0.001615362,0.0006716559,0.7892964,0.00325074,0.0588563],"genre_scores_gemma":[0.1718173,0.01477268,0.01840868,0.0005944447,0.0005912543,0.001053966,0.7668205,0.0006310638,0.02531003],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02559878,"threshold_uncertainty_score":0.05976349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02540455798125264,"score_gpt":0.2437308869483951,"score_spread":0.2183263289671424,"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."}}