{"id":"W3207662098","doi":"10.36939/ir.202012151547","title":"Genome-Wide Regulatory Interactions in the Early Stages of Drosophila Speciation","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Silkworms and Sericulture Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Reproductive isolation; Subspecies; Drosophila pseudoobscura; Biology; Genetics; Genetic algorithm; Evolutionary biology; Sterility; Incipient speciation; Hybrid zone; Gene; Genome; Population; Genetic variation; Zoology; Gene flow","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":[0.0001041509,0.0001474581,0.000191621,0.0003828151,0.0001810467,0.0003117527,0.0001261553,0.000150513,0.0005889685],"category_scores_gemma":[0.0001435629,0.000120082,0.0002053724,0.0003412297,0.0001272867,0.0001480851,0.0002436153,0.000287557,0.0001651152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002680774,"about_ca_system_score_gemma":0.0001205959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001502189,"about_ca_topic_score_gemma":0.004168294,"domain_scores_codex":[0.9998775,0.00001224411,0.000005717188,0.00005833184,0.0000285438,0.00001776076],"domain_scores_gemma":[0.999921,0.00001662883,0.0000315598,0.000004906462,0.00001206003,0.00001387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009489101,0.00001376695,0.02313107,0.00007978166,0.00003637015,0.0001546845,0.0001599981,0.0003065419,0.968828,0.0003842476,0.0001175554,0.006693036],"study_design_scores_gemma":[0.000008186649,0.00008852947,0.9107217,0.00002165531,0.00007632854,0.0004009881,0.000337257,0.001446252,0.07948954,0.0003882172,0.007002343,0.00001919001],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943789,0.001703406,0.001439579,0.00004595003,0.000004967178,0.000008730198,0.0006471141,0.00003558693,0.001735946],"genre_scores_gemma":[0.9952063,0.0009030041,0.001528556,0.00008603695,0.000004379851,0.00001546419,0.0009379862,0.00001483889,0.001303342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001502189,"threshold_uncertainty_score":0.002986968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02973286084904103,"score_gpt":0.2734881620803014,"score_spread":0.2437553012312604,"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."}}