{"id":"W3023949356","doi":"10.1016/j.lcats.2007.07.015","title":"Integrating Print and Digital Resources in Library Collections","year":2007,"lang":"en","type":"article","venue":"Library Collections Acquisitions and Technical Services","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Digital library; World Wide Web; Art","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00005019883,0.0001723077,0.0001641614,0.0006356784,0.001260324,0.002237553,0.000134848,0.00003599909,0.0006102445],"category_scores_gemma":[0.000003984723,0.0001502179,0.00005918365,0.000710075,0.000284466,0.003184604,0.0002753959,0.0001939616,0.000007415576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001196434,"about_ca_system_score_gemma":0.00001717351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009069729,"about_ca_topic_score_gemma":0.000485054,"domain_scores_codex":[0.9989621,0.00001755195,0.0003442655,0.000313465,0.0001160544,0.0002465428],"domain_scores_gemma":[0.9994488,0.000224187,0.00006068857,0.000124338,0.00001220496,0.0001298248],"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":[0.00006182124,0.0004417977,0.001443131,0.00007809569,0.00004068036,0.00002267367,0.00155078,0.000004944374,0.00001520009,0.9871508,0.004310111,0.004879994],"study_design_scores_gemma":[0.000426167,0.0002958178,0.03920607,0.0002087384,0.00002518368,0.00006616605,0.004618268,0.0002170887,0.00003427443,0.19579,0.7587349,0.0003772495],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1341899,0.0001411373,0.00008845279,0.001591497,0.00008790296,0.0002912035,0.000241506,0.0004101749,0.8629582],"genre_scores_gemma":[0.9631922,0.0001261212,0.0008845009,0.000662602,0.0002272599,0.0000697378,0.0001423915,0.00002457147,0.03467063],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8290023,"threshold_uncertainty_score":0.9987982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006022494180844786,"score_gpt":0.1791934382625754,"score_spread":0.1731709440817306,"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."}}