{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002281385,0.00028934,0.0005182424,0.00009322439,0.0003997206,0.0001574765,0.0006171885,0.0001531477,0.0002486396],"category_scores_gemma":[0.00009270318,0.0001486089,0.0001216955,0.0005677014,0.00005902323,0.0003322437,0.0001239256,0.000252575,0.000003050216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006364794,"about_ca_system_score_gemma":0.00003778307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007117449,"about_ca_topic_score_gemma":0.01865496,"domain_scores_codex":[0.9979492,0.00056669,0.0004018519,0.0004504741,0.0003823562,0.0002494068],"domain_scores_gemma":[0.9987708,0.000447853,0.0005001212,0.0001396994,0.00006524409,0.00007627063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008021942,0.001156191,0.980131,0.0006719531,0.0002937388,0.0001563551,0.00542333,0.0001162338,0.0009092137,0.004125883,0.0004429804,0.005770876],"study_design_scores_gemma":[0.0004922197,0.0004810507,0.878891,0.00008499912,0.0002108957,0.000002292023,0.1172443,0.00006798351,0.00002683902,0.00006260121,0.002169058,0.0002667097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958996,0.001051179,3.792861e-7,0.00008461411,0.00008465912,0.001530699,0.0002469952,0.00004080112,0.001061069],"genre_scores_gemma":[0.9986562,0.00009410131,0.00001921734,0.00004039503,0.00007223949,0.00001541479,0.0007475688,0.000003958939,0.0003509514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.111821,"threshold_uncertainty_score":0.9994943,"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."}}