{"id":"W7043629945","doi":"","title":"A STUDY OF CULICOIDES BITING MIDGES IN THE SUBGENUS MONOCULICOIDES: POPULATION GENETICS, TAXONOMY, SYSTEMATICS, AND CONTROL","year":2022,"lang":"en","type":"dissertation","venue":"OakTrust (Texas A&M University Libraries)","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subgenus; Sympatric speciation; Allopatric speciation; Population; Species complex; Ceratopogonidae; Sympatry; Taxonomy (biology); Vector (molecular biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004515318,0.0002400285,0.0001878058,0.00128513,0.0004311372,0.0002676762,0.0002478479,0.0001396343,0.0004939839],"category_scores_gemma":[0.0005760108,0.00007000302,0.00009398776,0.0007057246,0.0002729167,0.0002870894,0.0002296157,0.0001481786,0.0000733504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005708802,"about_ca_system_score_gemma":0.0003476561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01082737,"about_ca_topic_score_gemma":0.02068873,"domain_scores_codex":[0.9997727,0.00004426388,0.00002051598,0.00008899525,0.00003882061,0.00003465335],"domain_scores_gemma":[0.9995203,0.00006652006,0.0002113536,0.00002351737,0.00008138248,0.00009694012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001291106,0.00007961014,0.8641255,0.0001155411,0.00006222648,0.0002917096,0.0008266122,0.0003744127,0.06390316,0.0004761275,0.0001870875,0.06942888],"study_design_scores_gemma":[0.000001761574,0.00009611726,0.9970863,0.00001360433,0.000009402337,0.0002967102,0.0002400926,0.0005046516,0.001106225,0.00004139515,0.0006000018,0.000003620584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997558,0.001061079,0.0006585084,0.00004053866,0.00000290855,0.00001714988,0.0001066083,0.000007234959,0.0005480084],"genre_scores_gemma":[0.9972982,0.0005946475,0.001583175,0.00002460978,0.000006038943,0.00001276546,0.0002314139,0.000001699377,0.0002475083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01082737,"threshold_uncertainty_score":0.02152866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0247749677981366,"score_gpt":0.2054819925863099,"score_spread":0.1807070247881734,"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."}}