{"id":"W2534324645","doi":"10.17613/m6js5x","title":"Data on Humanities Doctorate Recipients and Faculty Members by Race and Ethnicity","year":2010,"lang":"en","type":"article","venue":"Humanities Commons CORE (Modern Language Association / Columbia University)","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Race (biology); Ethnic group; Sociology; Humanities; Gender studies; Medicine; Anthropology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004956056,0.0001900142,0.0002669228,0.0001389746,0.0006678546,0.0002236151,0.0004872851,0.0002493422,0.0007703375],"category_scores_gemma":[0.0001237055,0.0002640944,0.00002867897,0.0001238687,0.0001387964,0.0003228403,0.0004005642,0.000671874,0.00002089305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002538537,"about_ca_system_score_gemma":0.00003041591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003086504,"about_ca_topic_score_gemma":0.01979261,"domain_scores_codex":[0.9984329,0.0001695923,0.0002105835,0.0004868067,0.0003187708,0.0003813422],"domain_scores_gemma":[0.9987423,0.0003480397,0.0002295379,0.0004854944,0.0000933962,0.0001012356],"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":[0.0002127466,0.0005480966,0.2445488,0.00007184431,0.0009433793,0.0002000915,0.1095668,0.000001777998,0.002696553,0.01621516,0.6117354,0.01325934],"study_design_scores_gemma":[0.002408272,0.0001330501,0.113781,0.00006763856,0.0001638146,0.000008321306,0.02440506,0.0001118463,0.00004728593,0.0001924017,0.8579415,0.0007397924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473114,0.00008629074,0.00001348459,0.0001252322,0.001008644,0.0002058649,0.001414908,0.0001497441,0.04968443],"genre_scores_gemma":[0.7970112,0.00004475516,0.00007182788,0.0003517027,0.0001083718,0.000003777189,0.0009483503,0.00002698517,0.201433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2462061,"threshold_uncertainty_score":0.9999811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07226798400515261,"score_gpt":0.2995429368223158,"score_spread":0.2272749528171631,"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."}}