{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001685449,0.0001211918,0.0001823586,0.00002008607,0.00007857633,0.00006406525,0.0003138994,0.00009065695,0.0006657194],"category_scores_gemma":[0.00006548241,0.00003370663,0.0001117724,0.0004576631,0.00001733987,0.0001021171,0.00001662054,0.0002934069,0.00002676549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002630704,"about_ca_system_score_gemma":0.00001180698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005108559,"about_ca_topic_score_gemma":0.008883306,"domain_scores_codex":[0.9989504,0.00007828389,0.0002618086,0.0002049299,0.0003610259,0.0001435353],"domain_scores_gemma":[0.9994697,0.0002241418,0.0001298714,0.00005225205,0.00008775911,0.00003627254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002691296,0.0004224642,0.1371298,0.0001332117,0.00009267921,0.00002436767,0.008435527,0.000008442798,0.8204955,0.004388248,0.003556834,0.02504388],"study_design_scores_gemma":[0.00003506652,0.00008482501,0.9842055,0.00002127377,0.00000594309,4.058303e-7,0.004031338,0.000001811985,0.001278765,0.0002785372,0.009968854,0.0000876669],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777133,0.0001298882,9.244388e-8,0.001333212,0.0000926023,0.0002858255,0.00001417775,0.00001428251,0.02041655],"genre_scores_gemma":[0.9936033,0.0001209209,0.0000092238,0.00008270528,0.0002722005,0.00002410202,0.0008436817,9.052944e-7,0.005042969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8470758,"threshold_uncertainty_score":0.728916,"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."}}