{"id":"W4394727852","doi":"10.33137/cjal-rcbu.v10.42897","title":"Hopeful Visions, Practical Actions: Cultural Humility in Library Work, edited by Sarah R. Kostelecky, Lori Townsend, and David A. Hurley","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Academic Librarianship","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Townsend; Vision; Humility; Sociology; Art; Political science; Anthropology; Law; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003459323,0.001111089,0.0007193431,0.002606434,0.004528284,0.0107815,0.001281952,0.003334176,0.00867572],"category_scores_gemma":[0.007228266,0.0008588532,0.0005831059,0.004385846,0.01031501,0.01192298,0.004329818,0.006014983,0.003282387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005471854,"about_ca_system_score_gemma":0.01237173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03373579,"about_ca_topic_score_gemma":0.07273343,"domain_scores_codex":[0.9976408,0.001280577,0.0001104771,0.0001271905,0.0006796175,0.000161297],"domain_scores_gemma":[0.9944447,0.003517305,0.0003136339,0.0001565233,0.001030467,0.0005373886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004544477,0.00005629159,0.0008104521,0.001223527,0.00002649049,0.0002139684,0.02933683,0.0001653697,0.0002729244,0.08666936,0.7394736,0.1417058],"study_design_scores_gemma":[0.00001728472,0.00002353034,0.003510294,0.002259337,0.00002067645,0.000330573,0.02995209,0.0001585371,0.0002703329,0.07142945,0.8919694,0.00005851607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001920652,0.7102706,0.002728868,0.21768,0.008888307,0.0000536332,0.0001268569,0.00009520155,0.05823588],"genre_scores_gemma":[0.07031739,0.8020769,0.004005663,0.02565785,0.007975593,0.000188468,0.0002096252,0.0001773483,0.08939122],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03373579,"threshold_uncertainty_score":0.06707883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08239953981810305,"score_gpt":0.3502090376379606,"score_spread":0.2678094978198575,"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."}}