{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009336068,0.000518862,0.00065962,0.001185589,0.001310153,0.002122004,0.0009140875,0.00131315,0.01055644],"category_scores_gemma":[0.001434072,0.0002584109,0.000515602,0.0006530362,0.003685334,0.001765843,0.002263004,0.00148435,0.0019834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001382801,"about_ca_system_score_gemma":0.0009369775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008196009,"about_ca_topic_score_gemma":0.0009344501,"domain_scores_codex":[0.9993236,0.0001531062,0.00002747005,0.0002491436,0.0001586301,0.00008791823],"domain_scores_gemma":[0.9995934,0.0001133259,0.00006187868,0.00007896868,0.0000624668,0.00008999055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004655631,0.00002213101,0.005189023,0.0003588365,0.000128095,0.0004458679,0.001450377,0.001273942,0.01422564,0.8309873,0.02804974,0.1178226],"study_design_scores_gemma":[0.00003427315,0.00007170343,0.01163636,0.0001959948,0.00005030189,0.001689136,0.0007393973,0.001133412,0.002513677,0.3871011,0.5947827,0.00005195886],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1156069,0.09937558,0.1630642,0.04973587,0.007800502,0.0003170907,0.002357059,0.002373083,0.5593698],"genre_scores_gemma":[0.8853661,0.02305612,0.02320664,0.007185796,0.001192734,0.0001755857,0.0009639254,0.0003299677,0.05852308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01055644,"threshold_uncertainty_score":0.0353148,"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."}}