{"id":"W7020770697","doi":"","title":"Monitoring the transition to open access: Jisc-Wiley transitional agreement","year":2021,"lang":"en","type":"other","venue":"Jisc Repository (Jisc)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"British Antarctic Survey; London Metropolitan University; University of Surrey; University of Stirling; Ulster University; University of the West of Scotland; University of Westminster; University of the West of England; Queen's University; University of Hertfordshire; Royal College of Art; Queen's University Belfast; University of Reading; University of Sussex; University of Leeds; Harper Adams University; Newcastle University; University of East Anglia; Queen Mary University of London; Trent University; Canterbury Christ Church University; Bishop Grosseteste University; University of Essex; University of Bedfordshire; British Geological Survey; University of Chester; Robert Gordon University; University of Exeter; Oxford Brookes University; Queen Margaret University; University of Wolverhampton; London School of Economics and Political Science; Royal Veterinary College; Middlesex University; University of St Andrews; Leeds Trinity University; University of the Highlands and Islands; University of Gloucestershire; University of Wales Trinity Saint David; Medical Research Council; Nottingham Trent University; University of Southampton; University of Derby; University of Central Lancashire; University of Greenwich; University of Salford Manchester; University of Roehampton; University of Dundee; University of Worcester; University of West London; Royal Holloway, University of London; University of Northampton; Science and Technology Facilities Council; Natural Environment Research Council; University of Glasgow; University of East London; London School of Hygiene and Tropical Medicine; University of Portsmouth; University of Leicester; Manchester Metropolitan University; Loughborough University; University of Cumbria; University of Oxford; University of Warwick; University of Chichester; Aberystwyth University; University of the Arts London; University of Winchester; Birmingham City University","keywords":"Publication; Publishing; Open data; Open access publishing; Open access journal; Compliance (psychology); Data access","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008532117,0.001285755,0.001264954,0.0006898543,0.0008852405,0.002982325,0.004239825,0.0007578328,0.006195189],"category_scores_gemma":[0.00003732076,0.001088218,0.000690045,0.001150787,0.0002322827,0.000811297,0.0009535815,0.001095559,0.001855369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001052175,"about_ca_system_score_gemma":0.0008056574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003410207,"about_ca_topic_score_gemma":0.0006274672,"domain_scores_codex":[0.992365,0.0008946069,0.001251071,0.002103822,0.00229139,0.001094113],"domain_scores_gemma":[0.9958202,0.0001398541,0.0007622335,0.002413518,0.0003170241,0.0005471465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002874753,0.0006973419,0.0005515439,0.0004172726,0.001419584,0.0008519735,0.002241775,0.0008576721,0.04574848,0.0001576631,0.9455069,0.001262275],"study_design_scores_gemma":[0.001717079,0.0001745415,0.005335116,0.005946381,0.0007124149,0.0003263429,0.0007764209,0.00006225057,0.02067529,0.0001011396,0.9621844,0.00198864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003731123,0.007820374,0.001009288,0.003745148,0.009389113,0.006603266,0.001084469,0.0009144823,0.9657027],"genre_scores_gemma":[0.05612584,0.0004513154,0.002372951,0.001056575,0.01712603,0.003562197,0.001438816,0.004048075,0.9138182],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05239472,"threshold_uncertainty_score":0.9999894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06089871496277079,"score_gpt":0.3576595882409748,"score_spread":0.2967608732782041,"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."}}