{"id":"W1946498102","doi":"10.5334/csci.68","title":"Knowledge Unlatched: A Global Library Consortium Model for Funding Open Access Scholarly Books","year":2014,"lang":"en","type":"article","venue":"Cultural Science Journal","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Colorado Denver; University of Illinois at Urbana-Champaign; Universidade do Minho; Connaught Fund; Tartu Ülikool; Uppsala Universitet; University of Toronto; Vrije Universiteit Amsterdam; Universiteit Utrecht; University of South Australia; University of North Carolina at Chapel Hill; University of Wollongong; Rijksuniversiteit Groningen; Queensland University of Technology; University of the West of Scotland; Victoria University of Wellington; University of Colorado Boulder; University of Westminster; University of Birmingham; University of East London; University of Glasgow; University of California, Irvine; University of Leeds; Washington State University; University of Leicester; Webster University; University of Bristol; University of Nottingham; University of South Alabama; University of Bedfordshire; University of St Andrews; Williams College; University of Montevallo; University of Southern Queensland; University of Melbourne; Ulster University; York St John University; Washington University in St. Louis; University of Winchester; Wellesley College; University of the Arts London; University of the Sunshine Coast; University of Wolverhampton; Brandeis University; University of Northampton; University of Oregon; University of Huddersfield; Victoria University; University of the West of England; University of Hull; Worcester Polytechnic Institute; Virginia Commonwealth University; University of Portsmouth; University of California, Los Angeles; University of Washington; University of California, San Diego; Universitetet i Oslo; Johns Hopkins University; University of Bath; University of Oxford; University of Warwick; University of Dundee; University of Oklahoma; University of Ottawa; University of Sussex; University of California Merced; Universität St. Gallen; University of New England; University of Texas at Arlington; University of Miami; University of Pennsylvania; University of Notre Dame; University of Salford Manchester; University of Roehampton; University of Reading; University of Canterbury; University of Southampton; Purdue University; University of East Anglia","keywords":"Library science; Scholarly communication; Work (physics); Open access journal; Political science; Commons; World Wide Web; Computer science; Public relations; Business; Knowledge management; Publishing; Engineering; MEDLINE","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.06119684,0.0006269529,0.0006205134,0.001531282,0.004577561,0.01285942,0.004618255,0.005231209,0.03367053],"category_scores_gemma":[0.06206094,0.0006955085,0.0008859412,0.002015849,0.00781877,0.0220033,0.01407794,0.005145456,0.003823581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01051736,"about_ca_system_score_gemma":0.025702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007872057,"about_ca_topic_score_gemma":0.008503344,"domain_scores_codex":[0.9584873,0.03084931,0.0008388588,0.002262929,0.004876297,0.002685308],"domain_scores_gemma":[0.919931,0.04968492,0.002872142,0.01096415,0.008722286,0.007825533],"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":[0.004689775,0.008082316,0.01692728,0.001282435,0.0001823185,0.001452433,0.01396846,0.02613049,0.005191833,0.7371431,0.03967898,0.1452705],"study_design_scores_gemma":[0.01377514,0.01320897,0.01144195,0.001427089,0.0004072667,0.0007132863,0.03332768,0.07410248,0.01263049,0.4570705,0.3810484,0.0008467707],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4399838,0.0008941707,0.1179664,0.0530824,0.001088624,0.01375665,0.001277704,0.001685112,0.3702652],"genre_scores_gemma":[0.8760818,0.0002961216,0.08551069,0.005085974,0.0001600124,0.01030361,0.0005795438,0.0002765093,0.02170577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9953818,"threshold_uncertainty_score":0.3236437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2779535238956776,"score_gpt":0.4071759522885595,"score_spread":0.1292224283928818,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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