{"id":"W2786870469","doi":"10.3897/bdj.6.e11223","title":"Revision of the Mesoamerican species of Calolydella Townsend (Diptera: Tachinidae) and description of twenty-three new species reared from caterpillars in Area de Conservación Guanacaste, northwestern Costa Rica","year":2018,"lang":"en","type":"article","venue":"Biodiversity Data Journal","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Agriculture and Agri-Food Canada","funders":"","keywords":"Tachinidae; Erebidae; Biology; Pieridae; Genus; Nymphalidae; Crambidae; Synonym (taxonomy); Lycaenidae; Zoology; Lepidoptera genitalia; Botany; Ecology; Hymenoptera; Parasitoid","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":[0.0002925179,0.0004076114,0.0001973526,0.001494777,0.001060149,0.000727237,0.0007667376,0.0003094563,0.001355105],"category_scores_gemma":[0.0003273552,0.0001526786,0.0001687805,0.0006794342,0.0009361026,0.0006214491,0.0008032339,0.0005422488,0.0003625605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021345,"about_ca_system_score_gemma":0.0009185278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01615728,"about_ca_topic_score_gemma":0.06016105,"domain_scores_codex":[0.9998527,0.00002068896,0.00001737662,0.00003857886,0.00004803012,0.00002259329],"domain_scores_gemma":[0.9996638,0.00003342105,0.00009022203,0.00004104513,0.0001190406,0.00005243628],"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":[0.0003914605,0.0001440838,0.2027951,0.0008652532,0.00006875219,0.004286244,0.008035325,0.0006003136,0.04223684,0.002999324,0.01002845,0.7275488],"study_design_scores_gemma":[0.00001999327,0.0001969543,0.7275548,0.0005044805,0.00009204989,0.004134969,0.002596748,0.0006223797,0.001963807,0.0003539301,0.2619188,0.00004112217],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9340788,0.02166995,0.001735328,0.001055987,0.0003002926,0.0001447888,0.0008764531,0.0002157422,0.03992272],"genre_scores_gemma":[0.972887,0.00813901,0.008652358,0.0007157193,0.0002191498,0.0001368513,0.001453935,0.00002834693,0.007767648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01615728,"threshold_uncertainty_score":0.03212643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05104572885064405,"score_gpt":0.2363573682897332,"score_spread":0.1853116394390892,"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."}}