{"id":"W4235069433","doi":"10.18438/b8zs4w","title":"LibQUAL+® and the Information Commons Initiative at Buffalo State College: 2003 to 2009","year":2013,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service desk; Service (business); Service quality; Library science; Medical education; Psychology; Service delivery framework; Computer science; Business; Service design; Medicine; Marketing","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":[0.002623375,0.0001106208,0.0001873133,0.00115485,0.0009766755,0.001572485,0.000589249,0.0003904605,0.0206857],"category_scores_gemma":[0.008836773,0.0001981415,0.0001996088,0.002515881,0.0006133679,0.001563462,0.001707564,0.0008773684,0.002663541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00706957,"about_ca_system_score_gemma":0.006757729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1722637,"about_ca_topic_score_gemma":0.3067119,"domain_scores_codex":[0.9976351,0.0003404502,0.0001406751,0.0001921466,0.001292245,0.0003992599],"domain_scores_gemma":[0.9888623,0.001195525,0.002829742,0.0003372859,0.00394126,0.002833894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003246285,0.0008447401,0.9237773,0.00007011545,0.00001283644,0.0000477979,0.001419409,0.0001573065,0.0003928508,0.000312988,0.02205511,0.05058506],"study_design_scores_gemma":[0.000007676901,0.0001007164,0.9914694,0.00001604788,0.000002880928,0.00001235544,0.0009916143,0.0001258421,0.0002133566,0.00001534583,0.007037573,0.000007170941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677144,0.0001456163,0.000291357,0.002035098,0.00002360706,0.000219812,0.005338016,0.00009650047,0.02413559],"genre_scores_gemma":[0.9721473,0.0001638713,0.0007983623,0.0007125568,0.00003461956,0.0003351655,0.008203001,0.00004304942,0.017562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1722637,"threshold_uncertainty_score":0.3425219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01482788248933152,"score_gpt":0.2690894640560403,"score_spread":0.2542615815667087,"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."}}