{"id":"W2605613559","doi":"","title":"Diversity: Words, Meaning and Race at Predominantly White, Independent Schools","year":2017,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Race (biology); Meaning (existential); Diversity (politics); White (mutation); Psychology; Sociology; Linguistics; Gender studies; Philosophy; Anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008068709,0.0001233153,0.0002553248,0.0001262095,0.009814824,0.0001956953,0.0006996594,0.0001574889,0.0003963006],"category_scores_gemma":[0.0002696655,0.0001566402,0.0000993154,0.0001097447,0.0006108503,0.0009622073,0.001229161,0.00016188,0.00008647501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002476412,"about_ca_system_score_gemma":0.0001787163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01881209,"about_ca_topic_score_gemma":0.03506039,"domain_scores_codex":[0.998639,0.0001615219,0.0001161993,0.000298062,0.0004637981,0.0003213942],"domain_scores_gemma":[0.9986443,0.00008726875,0.0004049948,0.0004279125,0.0001711242,0.0002644248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002583683,0.00002396233,0.6495824,0.0000189348,0.0000419779,0.00000548711,0.1135771,0.000001622463,0.000002874001,0.234789,0.001879866,0.00005093748],"study_design_scores_gemma":[0.0007116966,0.00002796131,0.223909,0.00004853428,0.00005837934,0.0000036345,0.1688762,0.00000564104,4.151314e-7,0.5961443,0.00998778,0.0002264573],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9476658,0.0001064842,0.0002047138,0.001775042,0.0003887823,0.0002138051,0.00001809449,0.00003884076,0.04958841],"genre_scores_gemma":[0.9647403,0.0001211782,0.0002581044,0.0000371009,0.0001854493,2.596129e-7,0.000002531969,0.000007462029,0.03464765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4256734,"threshold_uncertainty_score":0.9914743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03446951397724495,"score_gpt":0.2959284816666599,"score_spread":0.261458967689415,"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."}}