{"id":"W4372294680","doi":"10.3897/afrinvertebr.64.91446","title":"New Afrotropical species of Wiedemannia Zetterstedt (Diptera, Empididae, Clinocerinae)","year":2023,"lang":"en","type":"article","venue":"African Invertebrates","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Biology; Disjunct; Key (lock); Tanzania; Ecology; Disjunct distribution; Zoology; Geography; Demography; Population","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001018158,0.0002163435,0.0003418416,0.00004395932,0.0001388275,0.00008240343,0.0004577403,0.000106664,0.004572238],"category_scores_gemma":[0.00003628607,0.0000934101,0.0001839777,0.0009555911,0.0001544557,0.0002009675,0.0001726519,0.0001287773,0.000773309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002459259,"about_ca_system_score_gemma":0.00001896808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000451323,"about_ca_topic_score_gemma":0.000457161,"domain_scores_codex":[0.998476,0.00005511726,0.0003907783,0.0003619234,0.0002844214,0.0004317845],"domain_scores_gemma":[0.9993417,0.0001581401,0.0001347652,0.0001194998,0.00005613674,0.0001897134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001023242,0.0001975546,0.346838,0.00002956882,0.00007937261,0.00005711593,0.0005498411,0.000004571011,0.182075,0.003880648,0.2194862,0.2466998],"study_design_scores_gemma":[0.0002052439,0.0003959367,0.5084383,0.00003071841,0.00002922863,0.000004271979,0.001080385,0.00005943017,0.01491356,0.0003198645,0.4742008,0.0003222626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878818,0.00005901961,0.000007579179,0.002910352,0.0002681543,0.0001909022,0.00005217629,0.0002114951,0.00841847],"genre_scores_gemma":[0.9906467,0.0000405309,0.0002401071,0.0003825527,0.0004162718,0.00001788714,0.00006689166,0.000002166441,0.008186888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2547146,"threshold_uncertainty_score":0.9963377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03562479021479362,"score_gpt":0.2205985740838133,"score_spread":0.1849737838690197,"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."}}