{"id":"W3006663994","doi":"10.1177/0961000620902247","title":"Reading work as a diversity practice: A differentiated approach to reading promotion in academic libraries in North America","year":2020,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Library Science and Administration","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Diversity (politics); Reading (process); Promotion (chess); Context (archaeology); Sociology; Work (physics); Public relations; Library science; Political science; Computer science; History; Politics; Engineering; Anthropology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001375958,0.00008110426,0.0001549654,0.0005611753,0.0004970252,0.0008697604,0.0005757795,0.00006414385,0.00001391557],"category_scores_gemma":[0.00264418,0.00007092874,0.00002315678,0.0051733,0.0003056188,0.07596916,0.0001863311,0.0003596212,0.000008731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005769898,"about_ca_system_score_gemma":0.0008122645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006681069,"about_ca_topic_score_gemma":0.000003767162,"domain_scores_codex":[0.9981357,0.0001511075,0.000520195,0.0001341019,0.0007973427,0.0002615681],"domain_scores_gemma":[0.9989026,0.0001310212,0.0004517038,0.00005638223,0.00009699949,0.0003613108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002846888,0.00006873615,0.4925664,0.00002585972,0.000003753142,0.000007099577,0.4547703,0.0003381797,0.00009815757,0.04050654,0.0003882581,0.010942],"study_design_scores_gemma":[0.0007778544,0.0005154887,0.8567058,0.0001854135,0.0000120023,0.00001467918,0.1200129,0.001995779,0.0002119817,0.001429568,0.01780346,0.0003349926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536427,0.00001383707,0.001739145,0.0231012,0.0001293089,0.0002499392,0.000001899995,0.00002140696,0.02110053],"genre_scores_gemma":[0.9946464,0.0001104714,0.002374481,0.002772958,0.0000730738,0.000001743686,0.000003227339,0.000001744515,0.00001588894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3641394,"threshold_uncertainty_score":0.9369548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07398804566953252,"score_gpt":0.3113527459360264,"score_spread":0.2373647002664939,"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."}}