{"id":"W2025625823","doi":"10.1177/0957926502013004455","title":"Accountability in action: the accomplishment of gender, race and class in a meeting of the University of California Board of Regents","year":2002,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Gender and Health","funders":"","keywords":"Race (biology); Accountability; Class action; Affirmative action; Relevance (law); Class (philosophy); Action (physics); Sociology; Gender studies; Political science; Law; Epistemology; State (computer science)","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":[0.0009002063,0.00006226596,0.0001894509,0.00001106104,0.0001054771,0.000003256396,0.0002440162,0.00008176742,0.00004145585],"category_scores_gemma":[0.000073771,0.00004528369,0.0001243842,0.0002536493,0.0008121214,0.00007491621,0.00008919219,0.0001309139,2.894263e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009307912,"about_ca_system_score_gemma":0.0001066905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004465338,"about_ca_topic_score_gemma":0.005850182,"domain_scores_codex":[0.9989629,0.0001873902,0.0002088562,0.0001299038,0.000363754,0.0001472245],"domain_scores_gemma":[0.99932,0.0001561126,0.0002366111,0.0001900404,0.00006797045,0.00002925184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001901524,0.0002487691,0.5094728,0.00009689252,0.00002679332,1.670512e-7,0.4860139,0.00004742541,0.001013403,0.0002063601,0.001926452,0.0009279583],"study_design_scores_gemma":[0.0004244623,0.000008629647,0.2695857,0.00005003166,0.00002737729,9.342984e-8,0.7276873,0.0001097669,0.0007806208,0.0001441167,0.001132013,0.00004988509],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966626,0.0002469872,0.000005624425,0.000611993,0.0002081481,0.0002096063,0.00002798559,0.000002655503,0.002024376],"genre_scores_gemma":[0.9991586,0.0006622048,0.00005477776,0.00001632641,0.00004000864,9.063577e-7,6.144833e-7,0.000002600909,0.00006402229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2416734,"threshold_uncertainty_score":0.6750286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05781767614338146,"score_gpt":0.3106424890934284,"score_spread":0.2528248129500469,"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."}}