{"id":"W1984000100","doi":"10.1108/07378831111116967","title":"Access to serials: integrating SFX with Evergreen open source ILS","year":2011,"lang":"en","type":"article","venue":"Library Hi Tech","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Resolver; World Wide Web; Computer science; Upload; Personalization; Interoperability; Software; Open source; Operating system; Telecommunications","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":["scholarly_communication"],"category_scores_codex":[0.0001142669,0.0002135347,0.0002215825,0.0002476669,0.0002074221,0.003065381,0.004374739,0.00006323155,0.000485779],"category_scores_gemma":[0.00002967809,0.0001589607,0.0000360233,0.001690378,0.00002918161,0.0182568,0.003641906,0.00011725,0.0001241205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001354634,"about_ca_system_score_gemma":0.0002489218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006489201,"about_ca_topic_score_gemma":0.000008782173,"domain_scores_codex":[0.9985377,0.00005375293,0.0002702761,0.0005217558,0.0002488795,0.0003676379],"domain_scores_gemma":[0.9990191,0.00006519852,0.0001049708,0.000543292,0.00002238122,0.0002450938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007118302,0.0004504437,0.1983496,0.00007314666,0.0001964206,0.0001818667,0.01744589,0.00004017977,0.0004227529,0.07299357,0.3369009,0.3722334],"study_design_scores_gemma":[0.001127114,0.0008504281,0.03602018,0.0003016516,0.000009467114,0.00006445613,0.0005442863,0.0008494086,0.1093697,0.02041423,0.828997,0.001452016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1163787,0.00004486222,0.1073084,0.002756168,0.0003007285,0.001080174,0.000005465226,0.00177334,0.7703522],"genre_scores_gemma":[0.5653796,0.000007620016,0.3366521,0.007385998,0.0001703261,0.0002111338,0.0000139169,0.00007739184,0.0901019],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6802503,"threshold_uncertainty_score":0.9979695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05767283809237141,"score_gpt":0.2523148227576307,"score_spread":0.1946419846652593,"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."}}