{"id":"W1588816300","doi":"10.18438/b8jp5h","title":"Gender, Race, and Age of Librarians and Users Have an Impact on the Perceived Approachability of Librarians","year":2013,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Race (biology); Ethnic group; Diversity (politics); Stereotype (UML); Affect (linguistics); Perception; Gerontology; Social psychology; Medicine; Gender studies; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001917089,0.000143739,0.0001842597,0.0006919064,0.0004623025,0.001138287,0.0001696511,0.0003550637,0.00931311],"category_scores_gemma":[0.0134371,0.0001323826,0.0004087182,0.0004820806,0.0004290557,0.0009984609,0.0006321191,0.0002658574,0.001046862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003235287,"about_ca_system_score_gemma":0.0002967097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002507553,"about_ca_topic_score_gemma":0.003496645,"domain_scores_codex":[0.9976078,0.001166244,0.0001744429,0.0001957536,0.0006311463,0.0002245487],"domain_scores_gemma":[0.9859486,0.007098622,0.003947054,0.0003933708,0.001417905,0.001194549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000505381,0.000193218,0.9706621,0.00006545865,0.00005519457,0.0002250362,0.005554226,0.00004701399,0.002198708,0.0001056319,0.000502647,0.01988547],"study_design_scores_gemma":[0.000004816011,0.0001993416,0.991643,0.00002302293,0.00002050234,0.0003758652,0.006092873,0.00009909119,0.0004982583,0.00004347899,0.0009883888,0.00001148685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963056,0.0001818581,0.0001905633,0.0001393998,0.000008724661,0.000009366704,0.0000495483,0.000005970397,0.003109008],"genre_scores_gemma":[0.9988286,0.00008531244,0.0001693906,0.00006824759,0.0000111922,0.000007787459,0.00003598403,0.000004163984,0.0007893622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00931311,"threshold_uncertainty_score":0.03115547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04857249163729837,"score_gpt":0.2660883352858261,"score_spread":0.2175158436485278,"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."}}