{"id":"W1567561097","doi":"10.18438/b8zc9n","title":"Services in a Changing Academic Library: Patron Feedback and Library Response","year":2009,"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":"Academic library; Computer science; Library science; Library catalog; World Wide Web; Information retrieval","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":["scholarly_communication"],"category_scores_codex":[0.001374986,0.0001887188,0.000177394,0.002247688,0.0005423713,0.001865153,0.0004511267,0.0001900115,0.0005458969],"category_scores_gemma":[0.000602675,0.0001786296,0.00003482924,0.005019091,0.0001514063,0.8474281,0.000157765,0.000419097,0.00008176691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009685384,"about_ca_system_score_gemma":0.0005005105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007958779,"about_ca_topic_score_gemma":2.078368e-8,"domain_scores_codex":[0.997522,0.0007091444,0.0006434814,0.0002143489,0.0004585537,0.000452478],"domain_scores_gemma":[0.9972972,0.001757724,0.000425837,0.0002053202,0.00001996997,0.0002939965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003529864,0.00005684991,0.01809701,0.0002116363,0.000007464327,0.00001356144,0.03878615,0.00009247127,0.00005078916,0.8267698,0.00495734,0.107427],"study_design_scores_gemma":[0.0004002135,0.000172056,0.07642966,0.0005747438,0.000006819744,0.000007348317,0.01286325,0.002472777,0.0003573758,0.0008443677,0.9056165,0.0002549305],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3289044,0.002364704,0.00007972009,0.6337716,0.0002078329,0.0007332502,0.00002404987,0.000569712,0.03334473],"genre_scores_gemma":[0.5411481,0.01136376,0.003979834,0.4413989,0.0002203936,0.00002150213,0.00008966603,0.00001208239,0.001765761],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9006591,"threshold_uncertainty_score":0.999171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088906559822906,"score_gpt":0.2798201933751429,"score_spread":0.2689311277769139,"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."}}