{"id":"W1880527298","doi":"10.1525/aa.2006.108.1.256","title":"Race to the Finish: Identity and Governance in an Age of Genomics","year":2006,"lang":"en","type":"article","venue":"American Anthropologist","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":578,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Race (biology); Corporate governance; Identity (music); Genomics; Sociology; Anthropology; Gender studies; Management; Biology; Art; Genetics; Gene; Aesthetics; Genome; Economics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002919017,0.00005441315,0.0001511981,0.0000114451,0.0002962412,0.0000278292,0.0001730659,0.00001808811,0.00003551932],"category_scores_gemma":[0.00006625141,0.00003983898,0.00001967031,0.0002543319,0.01329233,0.00007001699,0.00005084014,0.00005309708,0.000004478565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004301844,"about_ca_system_score_gemma":0.00002929739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5513525,"about_ca_topic_score_gemma":0.787588,"domain_scores_codex":[0.9993451,0.00009962673,0.0001200367,0.0001347725,0.0001163488,0.000184144],"domain_scores_gemma":[0.9996762,0.00007057289,0.00008889029,0.0001191194,0.00001896573,0.00002620008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005246801,0.000156999,0.265866,0.000006501354,0.00001152257,0.00003134039,0.0324601,0.0001011309,0.0000417197,0.6602896,0.01496021,0.0260224],"study_design_scores_gemma":[0.0001479594,0.0002412048,0.2395207,0.000006471496,0.000006724871,6.556897e-7,0.5725902,0.0000202115,0.00002295753,0.001216869,0.1860579,0.0001681892],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8755255,0.001127457,0.0005826227,0.0346788,0.0003255011,0.0002563809,0.00005260183,0.00002533262,0.08742583],"genre_scores_gemma":[0.997234,0.001887545,0.0002643703,0.0001151099,0.00009346431,0.000003465877,0.000001622712,0.000003059099,0.0003973015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6590728,"threshold_uncertainty_score":0.9893929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0226831049355946,"score_gpt":0.3386564478582541,"score_spread":0.3159733429226594,"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."}}