{"id":"W4256281637","doi":"10.2307/j.ctt6wq4p0.52","title":"Changing Operations of Academic Libraries","year":2013,"lang":"en","type":"book-chapter","venue":"Purdue University Press eBooks","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.00004702757,0.0002145068,0.0002652762,0.0003222437,0.0001671172,0.0001130625,0.001727081,0.0002915852,0.00007042335],"category_scores_gemma":[0.000001939131,0.0002348072,0.0001077919,0.0000195982,0.000108299,0.001355687,0.00130968,0.0003629018,0.00002718767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001787072,"about_ca_system_score_gemma":0.000125422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000890904,"about_ca_topic_score_gemma":0.000003055227,"domain_scores_codex":[0.9990391,0.00002418632,0.0001652885,0.0003481342,0.0002026807,0.0002206536],"domain_scores_gemma":[0.9991037,0.00004991126,0.0001339803,0.0005367389,0.00006776364,0.0001078589],"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":[0.000003000405,0.000002559352,0.000001396256,0.00005258383,0.00004360556,0.00001253245,0.001144607,0.00002702061,0.00002566505,0.9952933,0.0008989678,0.002494795],"study_design_scores_gemma":[0.000183645,0.00003349488,0.00001217127,0.0001960798,0.00004193815,0.000004763785,0.00005701933,0.002933119,0.001388437,0.004987301,0.9898136,0.0003484926],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009479196,0.0002877222,0.006453847,0.0001353997,0.0001780921,0.0002563915,0.00003482076,0.0001866592,0.9923723],"genre_scores_gemma":[0.001613775,0.00009050359,0.004566252,0.0001422219,0.00009668574,7.013706e-7,0.00001531781,0.00001755765,0.993457],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.990306,"threshold_uncertainty_score":0.9575161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02141352754642962,"score_gpt":0.1822473697948795,"score_spread":0.1608338422484498,"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."}}