{"id":"W2543284682","doi":"10.1108/rsr-04-2016-0024","title":"Buy, borrow, or access online?","year":2016,"lang":"en","type":"article","venue":"Reference Services Review","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Originality; Reading (process); Purchasing; Replication (statistics); Quarter (Canadian coin); Collection development; Psychology; Diversity (politics); Descriptive statistics; Value (mathematics); Mathematics education; Computer science; World Wide Web; Social psychology; Marketing; Sociology; Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001590425,0.00012456,0.0002979604,0.0006354998,0.0004306852,0.00202742,0.0003741211,0.0002565692,0.01531393],"category_scores_gemma":[0.01160158,0.00008568623,0.0001598249,0.0009977791,0.0003720655,0.00111862,0.0005523186,0.000477384,0.005086816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004105373,"about_ca_system_score_gemma":0.001221546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002137477,"about_ca_topic_score_gemma":0.004515737,"domain_scores_codex":[0.9985873,0.0005758782,0.0001267698,0.0001127495,0.0004589925,0.0001383334],"domain_scores_gemma":[0.9936742,0.002660063,0.001660235,0.0002198178,0.001092418,0.0006933411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001759237,0.000658791,0.1955012,0.001719674,0.00003725646,0.0003018857,0.004557688,0.0001274583,0.0009688764,0.001804678,0.02308403,0.7710625],"study_design_scores_gemma":[0.00005842513,0.001507835,0.6232435,0.004099709,0.0001573436,0.001464178,0.03364745,0.0005108078,0.003059313,0.002728756,0.3294603,0.00006252585],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8463098,0.0169976,0.002185748,0.008171757,0.0004020745,0.0003777944,0.00110513,0.000144655,0.1243054],"genre_scores_gemma":[0.9158324,0.02307326,0.00433752,0.00311103,0.0003833066,0.0002890645,0.0008354392,0.00004635581,0.05209168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9979726,"threshold_uncertainty_score":0.05123019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06807597633620646,"score_gpt":0.3179348797922088,"score_spread":0.2498589034560023,"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."}}