{"id":"W1997551149","doi":"10.5860/crl.75.4.492","title":"Promoting Racial and Ethnic Diversity among Canadian Academic Librarians","year":2014,"lang":"en","type":"article","venue":"College & Research Libraries","topic":"Library Science and Administration","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Diversity (politics); Equity (law); Ethnic group; Cultural diversity; Academic library; Racial diversity; Political science; Public relations; Sociology; Library science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004423779,0.0001500068,0.0002713791,0.003886069,0.01965597,0.004667935,0.0009351319,0.0005501476,0.004377699],"category_scores_gemma":[0.01131378,0.0001905632,0.000249909,0.004868427,0.002545925,0.001233665,0.003815431,0.0006291107,0.0004102488],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02192152,"about_ca_system_score_gemma":0.08215235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9512748,"about_ca_topic_score_gemma":0.9803938,"domain_scores_codex":[0.9954254,0.0008460343,0.0001343288,0.0001893395,0.001633625,0.001771243],"domain_scores_gemma":[0.9922379,0.0007680021,0.0007060533,0.0001696251,0.003626572,0.002491904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001855532,0.0001644271,0.5106068,0.0003596183,0.00004471111,0.000809404,0.2738566,0.0001469463,0.002435595,0.004638507,0.01849147,0.1882604],"study_design_scores_gemma":[0.00002118139,0.00007565034,0.539618,0.0003861684,0.0000527837,0.0003646312,0.3384558,0.0001684547,0.000866881,0.0008735367,0.119052,0.00006499147],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9354923,0.001924752,0.0003278239,0.008988277,0.00007056267,0.00008802478,0.0002106052,0.0000478316,0.05284984],"genre_scores_gemma":[0.9901709,0.001442722,0.0005369318,0.00215579,0.00002819264,0.00002760472,0.00008668454,0.00001191502,0.00553922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9780785,"threshold_uncertainty_score":0.1590526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1224193171651549,"score_gpt":0.3690912092229257,"score_spread":0.2466718920577708,"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."}}