{"id":"W1889966147","doi":"10.18438/b8rs3n","title":"Print Books are Cheaper than E-Books for Academic Libraries","year":2015,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Library science; Electronic book; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0004119043,0.0001736186,0.0001462517,0.0002456322,0.0002259144,0.002322768,0.0005846332,0.0001104028,0.00002000788],"category_scores_gemma":[0.001541265,0.000150835,0.00004576541,0.0004171425,0.00006020254,0.4554935,0.0003651966,0.0002166024,0.00004964789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001263506,"about_ca_system_score_gemma":0.0006665477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.57002e-7,"about_ca_topic_score_gemma":9.082318e-9,"domain_scores_codex":[0.9986666,0.00009302359,0.0004301105,0.0002215079,0.0003530241,0.0002356644],"domain_scores_gemma":[0.9979168,0.001059325,0.0003884796,0.0002755062,0.00008224425,0.0002776427],"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":[0.0006102896,0.00002868666,0.002494833,0.0001247543,0.00001805493,0.000003835648,0.00150076,0.0001044001,0.000008428236,0.9080593,0.06074984,0.0262968],"study_design_scores_gemma":[0.0004834954,0.0001539729,0.002455401,0.0001438483,0.00000679445,0.00002291884,0.0004875271,0.008733387,0.003060548,0.004040571,0.9801755,0.0002360169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.01122177,0.005176581,0.4356289,0.3585304,0.001748032,0.002566979,0.00002160256,0.002553622,0.1825521],"genre_scores_gemma":[0.3118272,0.001292693,0.2860598,0.3713056,0.0006442383,0.0006295883,0.0001137706,0.00005693706,0.02807025],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9194257,"threshold_uncertainty_score":0.9987129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0401346627116749,"score_gpt":0.2561769608570921,"score_spread":0.2160422981454172,"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."}}