{"id":"W2133502115","doi":"10.1093/jhered/esl066","title":"Genetics of Speciation","year":2007,"lang":"en","type":"article","venue":"Journal of Heredity","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Genetic algorithm; Evolutionary biology; Genetics; Computational biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002743078,0.0000386916,0.0000749205,0.00003189842,0.00001688618,0.000003197715,0.00008561728,0.00007523823,0.00004329842],"category_scores_gemma":[0.0000421051,0.00003496015,0.00006534179,0.00003933395,0.0000225235,0.00000189107,0.00002131235,0.00005135477,9.90663e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005720512,"about_ca_system_score_gemma":0.00003050288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001690005,"about_ca_topic_score_gemma":0.00001032466,"domain_scores_codex":[0.999528,0.00001452012,0.0002117255,0.0000418726,0.0001430155,0.00006088064],"domain_scores_gemma":[0.9994205,0.000005771803,0.0002586365,0.00007532429,0.0001988658,0.0000409234],"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":[0.0003410978,0.00009489496,0.32356,0.00002747494,0.0001170545,0.00001331551,0.0001887028,0.0008699672,0.6339646,0.0001105851,0.01724012,0.02347212],"study_design_scores_gemma":[0.0004846924,0.0002932476,0.5671095,0.000006442441,0.0000258394,0.00005326002,0.0001246188,0.000004500253,0.3606391,0.0003006268,0.0708951,0.00006305228],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928639,0.0003602646,0.005357658,0.00003306551,0.000471861,0.00001988558,0.000005293226,5.603672e-7,0.0008875119],"genre_scores_gemma":[0.9962227,0.00006613083,0.00287598,0.00003757572,0.0006879624,1.324661e-8,0.000004963078,0.000002461005,0.0001022013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2733255,"threshold_uncertainty_score":0.1425633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241474472252002,"score_gpt":0.2552150177839638,"score_spread":0.2428002730614437,"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."}}