{"id":"W3199256404","doi":"10.33137/ijidi.v5i3.36202","title":"An Exploratory Study of Diversity Statements in Canadian Academic Librarian Job Advertisements","year":2021,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Business Law and Ethics","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"York University; Ryerson University","keywords":"Boilerplate text; Diversity (politics); Sexual orientation; Cultural diversity; Public relations; Gender diversity; Exploratory research; Equity (law); Inclusion (mineral); Sociology; Psychology; Political science; Advertising; Social psychology; Business; Social science; Law; Corporate governance","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.006164661,0.0003634338,0.0004457798,0.006020123,0.01000748,0.004843531,0.0008757305,0.000695252,0.002365425],"category_scores_gemma":[0.02265665,0.0005463049,0.0002518679,0.007604595,0.00403859,0.001322719,0.002645161,0.001231866,0.0002261744],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01606872,"about_ca_system_score_gemma":0.02303758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6067105,"about_ca_topic_score_gemma":0.8037421,"domain_scores_codex":[0.9948859,0.001525593,0.0002992528,0.0002989259,0.001876607,0.00111381],"domain_scores_gemma":[0.9723981,0.014239,0.004397243,0.0004594121,0.006625119,0.001881068],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001221497,0.0002399109,0.1291476,0.000272228,0.000009846652,0.000706671,0.8490682,0.00002502391,0.001911651,0.000773548,0.0007296603,0.0169935],"study_design_scores_gemma":[0.000006653195,0.000110199,0.2330274,0.000129881,0.00001668721,0.000145995,0.7570165,0.000119168,0.0006176322,0.00008560663,0.008678052,0.00004616484],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965748,0.00007076428,0.00007998588,0.000121822,0.000006422876,0.00008459658,0.0001035309,0.00000365624,0.002954471],"genre_scores_gemma":[0.9964471,0.000257109,0.0004553506,0.0002291431,0.00001482765,0.0001120821,0.0001266254,0.000009180535,0.002348678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9938353,"threshold_uncertainty_score":0.7912113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04150415261476096,"score_gpt":0.2871967344929585,"score_spread":0.2456925818781976,"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."}}