{"id":"W4220881286","doi":"10.11646/zootaxa.5120.3.4","title":"Some remarkably common, but undescribed, Megaselia Rondani (Diptera: Phoridae) from northwestern Costa Rica","year":2022,"lang":"en","type":"article","venue":"Zootaxa","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Guanacaste Dry Forest Conservation Fund; Forest Conservation Fund; University of Guelph","keywords":"Phoridae; Biology; Genus; Zoology; DNA barcoding; Barcode","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002315744,0.0001714858,0.0001651968,0.001134485,0.0005282945,0.0002469952,0.0002358019,0.0001267954,0.001115434],"category_scores_gemma":[0.0002885765,0.0001068133,0.0001045392,0.0009679728,0.0002646849,0.0002375648,0.0005536041,0.000137305,0.0002099595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002467499,"about_ca_system_score_gemma":0.0002492506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01273955,"about_ca_topic_score_gemma":0.07905532,"domain_scores_codex":[0.9998676,0.00001937507,0.00002230461,0.00003500712,0.0000360048,0.00001977034],"domain_scores_gemma":[0.9998099,0.00002252787,0.00008073574,0.00003681744,0.00002914784,0.00002088481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000266803,0.00004539049,0.7928491,0.0005585249,0.00008799873,0.001349126,0.008142617,0.0002683146,0.05314216,0.0003143823,0.001478475,0.141497],"study_design_scores_gemma":[0.000001946284,0.00002405143,0.9941131,0.00003440257,0.000009598308,0.0004979409,0.0006914121,0.00005473086,0.0006151177,0.00002758047,0.003925978,0.000004096141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950224,0.0007540708,0.000317944,0.00004201537,0.000005811055,0.0000272935,0.00116058,0.00001740208,0.00265244],"genre_scores_gemma":[0.9930279,0.000954719,0.002702049,0.00009604307,0.0000137706,0.0000511121,0.002163187,0.000008853402,0.000982396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01273955,"threshold_uncertainty_score":0.02533078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009321159182170646,"score_gpt":0.2053508413120444,"score_spread":0.1960296821298738,"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."}}