{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002450587,0.0001205924,0.0002474137,0.0000592607,0.00008766549,0.00001752717,0.0005204193,0.0001095093,0.00006278063],"category_scores_gemma":[0.00009399754,0.00009188733,0.0000606317,0.00008835623,0.0005423119,0.00002436317,0.0005929682,0.0001250176,0.000001380398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002077768,"about_ca_system_score_gemma":0.0001196877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002538769,"about_ca_topic_score_gemma":0.002238866,"domain_scores_codex":[0.9990584,0.0001381886,0.0003074635,0.0002296466,0.0001155885,0.000150762],"domain_scores_gemma":[0.998911,0.00003311582,0.0003981496,0.0004773354,0.0001056822,0.00007474509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003313829,0.00004066966,0.9670748,0.00001028819,0.00008167572,0.000004712341,0.0002979126,8.786668e-7,0.02435024,0.000001152786,0.003928686,0.003877564],"study_design_scores_gemma":[0.0008281719,0.0002940789,0.938512,0.00009647625,0.00007820619,0.00003351991,0.0006417908,0.00001753649,0.01400471,0.00001523838,0.04535864,0.0001195875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965774,0.0005505409,0.000767715,0.000267371,0.0001260537,0.00009801138,0.001275363,0.000001302762,0.0003362477],"genre_scores_gemma":[0.9975008,0.0008773845,0.001152479,0.00009582073,0.00009177823,7.975264e-8,0.0002533453,0.000002574911,0.00002573055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04142996,"threshold_uncertainty_score":0.3837876,"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."}}