{"id":"W2055424787","doi":"10.1080/15265160902893957","title":"Networking Genetics, Populations, and Race","year":2009,"lang":"en","type":"letter","venue":"The American Journal of Bioethics","topic":"Race, Genetics, and Society","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Race (biology); Image (mathematics); Genetics; Psychology; Biology; Computer science; Artificial intelligence","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":[0.0008672817,0.0002629739,0.0004416471,0.00005008821,0.0002133713,0.00007479492,0.0004855571,0.0004395254,0.000001971586],"category_scores_gemma":[0.00007768369,0.0001962249,0.0002541289,0.0001148324,0.00143463,0.000002396669,0.0001064467,0.00180246,0.0000011326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000207891,"about_ca_system_score_gemma":0.0001872235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002726304,"about_ca_topic_score_gemma":0.00001457444,"domain_scores_codex":[0.9982141,0.0003848701,0.000485515,0.0002471695,0.0003571883,0.0003111475],"domain_scores_gemma":[0.9979181,0.00007314451,0.001173783,0.0004824615,0.0002755966,0.00007686754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007947086,0.00002187422,0.00181661,0.0000256072,0.0003014829,0.00004017917,0.0005755236,0.0002158245,0.002769529,0.0000129045,0.9634328,0.03070818],"study_design_scores_gemma":[0.0002167255,0.001063149,0.0009366165,0.00006863356,0.0002054865,0.000339171,0.0004427328,0.00004070026,0.000813797,0.0008169275,0.994709,0.0003470162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2004786,0.0362663,0.001744713,0.7594358,0.001631872,0.0002111062,0.00002534503,0.000009563953,0.0001967326],"genre_scores_gemma":[0.1131249,0.05849819,0.008094358,0.7825814,0.03643405,0.000002147594,0.0000976631,0.0001153975,0.001051872],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08735368,"threshold_uncertainty_score":0.800182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03939728561214451,"score_gpt":0.318247040713441,"score_spread":0.2788497551012964,"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."}}