{"id":"W2884795116","doi":"10.1093/jhered/esy034","title":"Population Genetics and Speciation of Yellow-Bellied, Red-Naped, and Red-Breasted Sapsuckers (Sphyrapicus varius, S. nuchalis, and S. ruber)","year":2018,"lang":"en","type":"article","venue":"Journal of Heredity","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Biology; Zoology; Genetic algorithm; Evolutionary biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003638175,0.0001831541,0.0001392497,0.0007455936,0.000261338,0.000241862,0.0002631558,0.0002090265,0.0006119375],"category_scores_gemma":[0.0004607201,0.0001148979,0.0002768581,0.0003335423,0.0002921155,0.0001484617,0.0002639991,0.0001915929,0.00007750277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004868008,"about_ca_system_score_gemma":0.0001511837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008431965,"about_ca_topic_score_gemma":0.0171109,"domain_scores_codex":[0.9998688,0.00002920503,0.000009778571,0.00005696726,0.00002018104,0.00001514793],"domain_scores_gemma":[0.999819,0.00005701611,0.00005452192,0.00001084611,0.00002100769,0.0000377797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002253116,0.0001046955,0.9135211,0.00005249673,0.000275406,0.0003281319,0.001430514,0.003016819,0.05887645,0.0007741185,0.0001522329,0.02124271],"study_design_scores_gemma":[0.000008816677,0.00006307041,0.9928144,0.000006286554,0.00003325387,0.0001715184,0.00027643,0.005747089,0.0004989309,0.0002261578,0.0001463569,0.000007729401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997439,0.00004318361,0.00008799465,0.000005861178,5.337124e-7,0.000001264832,0.00001426868,0.000002405255,0.000100727],"genre_scores_gemma":[0.9996592,0.00002710384,0.000187398,0.000005680108,8.666918e-7,0.000002272521,0.00005668314,0.000001634804,0.00005926908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008431965,"threshold_uncertainty_score":0.01676577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007119275765569763,"score_gpt":0.229055222113074,"score_spread":0.2219359463475042,"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."}}