{"id":"W7065728377","doi":"","title":"EQUITY, DIVERSITY, INCLUSION, AND DECOLONIZATION (EDID) INITIATIVES IN THE COLLECTION MANAGEMENT PRACTICES OF CANADIAN UNIVERSITY LIBRARIES: PERFORMATIVE OR ACTION-BASED COMMITMENTS?","year":2025,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Silicon and Solar Cell Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Inclusion (mineral); Performative utterance; Standardization; Representation (politics); Data collection; Collection development; Diversity (politics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.04588044,0.0005951517,0.0006981443,0.002669535,0.04307925,0.02184077,0.004795542,0.002496408,0.003687492],"category_scores_gemma":[0.05502649,0.0007086063,0.0005698639,0.006276811,0.04760931,0.01009356,0.02116489,0.004296653,0.0002367104],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1081599,"about_ca_system_score_gemma":0.2979078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8515618,"about_ca_topic_score_gemma":0.8751894,"domain_scores_codex":[0.9470366,0.02348397,0.001522912,0.003209871,0.01250336,0.01224313],"domain_scores_gemma":[0.9600301,0.01596644,0.004566237,0.003907147,0.007612009,0.007917948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006562442,0.000136007,0.02832164,0.0007777371,0.00005235034,0.0005154298,0.7134023,0.0003711374,0.001616607,0.1084443,0.009533475,0.1367634],"study_design_scores_gemma":[0.00002260047,0.00008779868,0.03703374,0.001179036,0.00005443336,0.0001854205,0.7190278,0.0003508824,0.001275848,0.0185215,0.2220992,0.0001616381],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6735541,0.007186943,0.009820399,0.1346579,0.0004726115,0.0007900083,0.0001987623,0.000196662,0.1731226],"genre_scores_gemma":[0.9832578,0.001435121,0.004028318,0.0052083,0.00003933962,0.0001457186,0.00004666406,0.00004082988,0.005797932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9952044,"threshold_uncertainty_score":0.7847586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1152785804378063,"score_gpt":0.3270092536846761,"score_spread":0.2117306732468698,"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."}}