{"id":"W4378218022","doi":"10.1016/j.acalib.2023.102738","title":"Patterns and trends of equity, diversity and inclusion programs in academic libraries","year":2023,"lang":"en","type":"article","venue":"The Journal of Academic Librarianship","topic":"Library Science and Administration","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"General partnership; Diversity (politics); Library science; Inclusion (mineral); Equity (law); Academic library; Professional association; Strategic planning; Political science; Public relations; Sociology; Business; Computer science; Marketing; Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002513743,0.00007576642,0.0003033069,0.004040896,0.001387142,0.002523045,0.001015135,0.0005998702,0.004484317],"category_scores_gemma":[0.01259114,0.0001911637,0.0002905736,0.006828833,0.001223361,0.002502435,0.003527234,0.0007798464,0.0003949213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002151194,"about_ca_system_score_gemma":0.003855913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04579632,"about_ca_topic_score_gemma":0.04825004,"domain_scores_codex":[0.9978412,0.0005089948,0.0002716467,0.0002202768,0.0004076955,0.0007501894],"domain_scores_gemma":[0.9861869,0.003720362,0.004605703,0.0003845338,0.002647965,0.002454482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001465419,0.00008170678,0.9819526,0.00004524921,0.00002341548,0.00003336652,0.003375074,0.00005342715,0.0001468971,0.0008595511,0.0004103541,0.01287174],"study_design_scores_gemma":[0.000003705072,0.00004897083,0.9911418,0.00002501194,0.000006775038,0.00005004324,0.007655185,0.000107861,0.00008306919,0.0002337767,0.000638492,0.000005237961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960562,0.0004766445,0.00005429145,0.00085954,0.000004988698,0.000009763542,0.000290718,0.000006341188,0.002241389],"genre_scores_gemma":[0.9994088,0.0001014462,0.00002485813,0.00004432811,0.000008813827,0.000004996304,0.00009934675,0.000001715636,0.0003056304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9974769,"threshold_uncertainty_score":0.09105951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1750793149273653,"score_gpt":0.3565991716060189,"score_spread":0.1815198566786536,"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."}}