{"id":"W4385239321","doi":"10.14411/eje.2023.028","title":"Nearctic Anthomyzidae: Genera Mumetopia Melander and Xerocomyza gen. n. (Diptera)","year":2023,"lang":"en","type":"article","venue":"European Journal of Entomology","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Natural Resources Canada; Ministerstvo Kultury; Great Lakes Fishery Commission","keywords":"Biology; Nearctic ecozone; Zoology; Evolutionary biology; Taxonomy (biology)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007325526,0.0003329421,0.0001239297,0.0006263855,0.0003910258,0.000275588,0.0002876859,0.0001705263,0.00386899],"category_scores_gemma":[0.0001049653,0.0001050276,0.00009574978,0.0003765979,0.0002788199,0.0003383869,0.0005264442,0.000245131,0.0007175075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002799058,"about_ca_system_score_gemma":0.0002204157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002453751,"about_ca_topic_score_gemma":0.008103919,"domain_scores_codex":[0.9999464,0.000009121017,0.000005959889,0.00001738604,0.00001198495,0.000009101622],"domain_scores_gemma":[0.9999326,0.000006480059,0.00003844421,0.000004675943,0.000008373106,0.000009309978],"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":[0.0009270382,0.0002103404,0.2616445,0.001944654,0.0001424354,0.001669095,0.005667469,0.0006969868,0.1388987,0.006518726,0.007642371,0.5740376],"study_design_scores_gemma":[0.00002812239,0.0002324259,0.939591,0.0001437054,0.00004459161,0.002727856,0.000718665,0.000374305,0.001417365,0.0003704198,0.05433964,0.00001195641],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567028,0.009220622,0.002054224,0.0001915557,0.00008808465,0.0001509474,0.0005937979,0.0001678652,0.03083008],"genre_scores_gemma":[0.9843828,0.003186727,0.0039684,0.000136577,0.00009565069,0.00007348537,0.0005869894,0.00001171775,0.007557687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00386899,"threshold_uncertainty_score":0.01294309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03207248655931678,"score_gpt":0.2278218751365413,"score_spread":0.1957493885772246,"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."}}