{"id":"W3172530146","doi":"10.1016/j.jemep.2021.100680","title":"Reflections on methods to estimate race and ancestry on reference osteological samples in the Brazilian context","year":2021,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"National Institute of Justice; Hunan Hybrid Rice Research Center; American Academy of Forensic Sciences; RTI International","keywords":"Osteology; Race (biology); Context (archaeology); Geography; Genealogy; Demography; Evolutionary biology; Biology; Sociology; History; Archaeology; Gender studies","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2791275,0.001007901,0.0016313,0.002910852,0.005131708,0.006533385,0.007260543,0.005608433,0.002954052],"category_scores_gemma":[0.4263654,0.001053226,0.001326579,0.003322047,0.02842274,0.008624211,0.006554794,0.01333369,0.0006954462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009576548,"about_ca_system_score_gemma":0.01312414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.209591,"about_ca_topic_score_gemma":0.2301471,"domain_scores_codex":[0.7818134,0.1856502,0.006625647,0.004648579,0.01796965,0.003292434],"domain_scores_gemma":[0.5972665,0.3272296,0.01132946,0.02171865,0.03909453,0.003361333],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002827003,0.000139056,0.05070901,0.001175291,0.0004283622,0.0005799909,0.1346507,0.002033942,0.002211267,0.442809,0.07159715,0.2933836],"study_design_scores_gemma":[0.0001773189,0.0002213437,0.06682327,0.01502154,0.0005169479,0.001387925,0.09924778,0.007472124,0.005625391,0.3339387,0.4692552,0.0003124645],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.04249052,0.02196183,0.1220798,0.7709783,0.004579215,0.0003511259,0.0006507194,0.0001133391,0.03679531],"genre_scores_gemma":[0.5091207,0.01271746,0.2940114,0.163927,0.004861556,0.001894507,0.0002842475,0.0006015288,0.01258163],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7208725,"threshold_uncertainty_score":0.8889642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5694237608997544,"score_gpt":0.5627421679105269,"score_spread":0.006681592989227547,"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."}}