{"id":"W2621245607","doi":"10.1080/0361526x.2017.1309831","title":"Providing and Maintaining Access to Electronic Serials: Consortium and Member University Library’s Perspectives","year":2017,"lang":"en","type":"article","venue":"The Serials Librarian","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Windsor; Library science; Interlibrary loan; Digital library; World Wide Web; Scholarly communication; Work (physics); Computer science; Resource (disambiguation); Business; Political science; Engineering; Publishing; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002701651,0.0001737791,0.0002130754,0.0001245865,0.001322137,0.007411235,0.001557885,0.00005668235,0.00008156957],"category_scores_gemma":[0.0001486514,0.0001359584,0.00003114232,0.0002212516,0.0001518084,0.0128899,0.002588638,0.0000985923,0.000008211324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001980182,"about_ca_system_score_gemma":0.0003026231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002627545,"about_ca_topic_score_gemma":0.00001266829,"domain_scores_codex":[0.998742,0.0001547569,0.000154258,0.0004559199,0.0001346124,0.0003583848],"domain_scores_gemma":[0.99895,0.0001769968,0.0001593732,0.0005171546,0.00001672741,0.000179744],"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":[0.0004398445,0.00004281171,0.01074466,0.00002846959,0.0001620259,0.00003408186,0.0161437,0.0000179135,0.001698449,0.9523571,0.008370467,0.009960513],"study_design_scores_gemma":[0.00383998,0.0006961706,0.18742,0.000233692,0.00007901782,0.000125979,0.01175686,0.001605662,0.06440601,0.1526923,0.574913,0.002231328],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8968107,0.0001924055,0.001276311,0.03261016,0.0003204835,0.0006342448,0.000007191453,0.0003679222,0.0677806],"genre_scores_gemma":[0.9908342,0.0001100585,0.001551055,0.0005608219,0.0001844479,0.000005261374,0.00000124043,0.00001618465,0.006736759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7996647,"threshold_uncertainty_score":0.999978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0279097393222219,"score_gpt":0.2421028350066462,"score_spread":0.2141930956844243,"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."}}