{"id":"W2949677520","doi":"10.18438/eblip29565","title":"Blind User Experiences of US Academic Libraries can be Improved by More Proactive Reference Service Delivery","year":2019,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Service (business); Independence (probability theory); The Internet; Computer science; Psychology; World Wide Web; Academic library; Medical education; Library science; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005545064,0.0001697662,0.0002041973,0.0001093175,0.0002386712,0.0006945743,0.0005629843,0.0001855506,0.0005075903],"category_scores_gemma":[0.001896107,0.0001538606,0.00003838803,0.0006654556,0.0005170872,0.3678426,0.000190065,0.0003076547,0.00001842986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002573895,"about_ca_system_score_gemma":0.0009090212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006113377,"about_ca_topic_score_gemma":0.000004267191,"domain_scores_codex":[0.9981384,0.0002690303,0.0005488534,0.0002417708,0.0005346636,0.0002672889],"domain_scores_gemma":[0.9966515,0.002143428,0.0005822536,0.000272351,0.0001935934,0.0001568992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.006320399,0.0003916097,0.04486207,0.001741201,0.0001418657,0.000001156387,0.5484443,0.00007980336,0.001488045,0.3722956,0.005516785,0.01871716],"study_design_scores_gemma":[0.0005590999,0.0002665075,0.00309467,0.0003098255,0.00003824825,0.000001489156,0.6357612,0.0005765771,0.01687009,0.0004802679,0.3416225,0.0004195842],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9480482,0.0003938385,0.00001171051,0.03244889,0.000125803,0.0007631823,0.00007788968,0.0001138763,0.01801657],"genre_scores_gemma":[0.9748538,0.0005031886,0.0007057867,0.02300992,0.00003025562,0.0000931691,0.00008449563,0.000008285131,0.000711143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3718153,"threshold_uncertainty_score":0.6697797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02832378134213096,"score_gpt":0.2994497088967554,"score_spread":0.2711259275546244,"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."}}