{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000346042,0.0001593855,0.0001712068,0.001967884,0.0009691464,0.0001016687,0.0006132275,0.0001606234,0.00001302856],"category_scores_gemma":[0.00006550716,0.0001566794,0.00003359012,0.002119509,0.0001402469,0.001690111,0.001303328,0.0003748358,0.000002676987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004492783,"about_ca_system_score_gemma":0.0001439387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005585041,"about_ca_topic_score_gemma":0.1891329,"domain_scores_codex":[0.9990183,0.0002494431,0.0001378343,0.0001915373,0.000184602,0.0002183097],"domain_scores_gemma":[0.9992664,0.0002648382,0.0001287285,0.0002167101,0.00006219966,0.00006111004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000114725,0.00005353915,0.9941919,0.0001944669,0.000092301,0.00007780574,0.003484091,0.0004224922,0.00002210527,0.0007418565,0.000007708818,0.0005970389],"study_design_scores_gemma":[0.00111225,0.00008235476,0.9764275,0.0001477865,0.00009141114,0.000002039938,0.01855196,0.0001085459,0.001002239,0.0001692577,0.002134469,0.0001702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941657,0.00005210146,0.0005626165,0.0004803062,0.0001071301,0.0004067362,0.00001791966,0.0001271807,0.004080338],"genre_scores_gemma":[0.9986649,0.0006389322,0.00008205394,0.0001426856,0.000003800817,8.207739e-7,0.00001558532,0.0000075017,0.0004437441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1885744,"threshold_uncertainty_score":0.8256633,"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."}}