{"id":"W2898237460","doi":"10.11646/zootaxa.4504.4.1","title":"Pupae of the Nearctic species of Culicoides Latreille subgenus Monoculicoides Khalaf (Diptera: Ceratopogonidae)","year":2018,"lang":"en","type":"article","venue":"Zootaxa","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"","keywords":"Subgenus; Ceratopogonidae; Nearctic ecozone; Biology; Pupa; Culicoides; Zoology; Key (lock); Voltinism; Taxonomy (biology); Ecology; Larva","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":[0.0001005165,0.0001997705,0.0001257774,0.0007176425,0.0003687866,0.0001625267,0.0002416605,0.0001756037,0.002030477],"category_scores_gemma":[0.0001410268,0.00009966632,0.0001133154,0.0002203367,0.000185899,0.0002530618,0.0003260535,0.0001885089,0.0002770778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004026934,"about_ca_system_score_gemma":0.0001985852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009898474,"about_ca_topic_score_gemma":0.05240324,"domain_scores_codex":[0.9998921,0.00001345983,0.00001103489,0.00003243785,0.00002407502,0.00002676453],"domain_scores_gemma":[0.9998765,0.00001708795,0.00005536236,0.000009892509,0.00001749139,0.00002363878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004538818,0.000115106,0.6151634,0.0003718683,0.00005198941,0.002159559,0.002081196,0.0002032967,0.2941067,0.0004131709,0.0006264805,0.08425333],"study_design_scores_gemma":[0.000003521864,0.0001816044,0.9930039,0.00002033096,0.00000993818,0.001624679,0.0004935878,0.0001002165,0.002800049,0.00001963193,0.001738346,0.000004116086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951409,0.000520171,0.0001286619,0.00002442456,0.000003147362,0.00002874118,0.0003338752,0.0000120736,0.003807956],"genre_scores_gemma":[0.9980292,0.0002139593,0.0005359414,0.00002691987,0.000001819951,0.00001147309,0.000480292,0.000001531563,0.0006988423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009898474,"threshold_uncertainty_score":0.01968175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02012340012957966,"score_gpt":0.2152210093308924,"score_spread":0.1950976092013127,"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."}}