{"id":"W7020397517","doi":"","title":"Library Response to Black Liberation Collective: A Review of Reference Services Review Student Calls for Change &amp; Implications for Anti-Racist Initiatives in Academic Libraries","year":2022,"lang":"en","type":"article","venue":"ScholarWorks - WMU (Western Michigan University)","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solidarity; Indigenous; Best practice; Inclusion (mineral); Ethnically diverse","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"],"consensus_categories":[],"category_scores_codex":[0.04227318,0.0004533674,0.001382951,0.02161314,0.002589243,0.008151397,0.001818176,0.003762739,0.00304483],"category_scores_gemma":[0.1260959,0.0007423225,0.001366246,0.02428531,0.004942816,0.007190574,0.00336704,0.003110201,0.0008839677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01258108,"about_ca_system_score_gemma":0.04756029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02886795,"about_ca_topic_score_gemma":0.07021702,"domain_scores_codex":[0.9759299,0.01136272,0.004028499,0.001104087,0.006741982,0.0008328271],"domain_scores_gemma":[0.8156725,0.1140663,0.01547361,0.002685258,0.04878019,0.003322129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001134767,0.00009516013,0.004442262,0.1124882,0.0003692314,0.0002661423,0.01376234,0.0002145997,0.0003769777,0.01281903,0.1212167,0.7338358],"study_design_scores_gemma":[0.00001878233,0.0001280043,0.01103009,0.177647,0.0004677226,0.0004261016,0.01446454,0.00007999937,0.000274579,0.001028357,0.7943696,0.00006513543],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001704945,0.9735699,0.0002092987,0.01932275,0.00125522,0.00005047842,0.00006714598,0.00001786315,0.003802474],"genre_scores_gemma":[0.02034124,0.9675307,0.0005074579,0.0098508,0.0007399639,0.00009503934,0.00009923089,0.00002584798,0.0008096885],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9918486,"threshold_uncertainty_score":0.2235646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1155772150461188,"score_gpt":0.3871267008130431,"score_spread":0.2715494857669243,"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."}}