{"id":"W2572174106","doi":"","title":"Rethinking Electronic Publishing : ELPUB 2009 (Preface).","year":2009,"lang":"en","type":"article","venue":"Elpub digital library","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Computer science; Electronic publishing; World Wide Web; Library science; The Internet; Art; Literature","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002630364,0.0007690123,0.00040986,0.001739542,0.002150093,0.01177038,0.001470282,0.00307698,0.09900551],"category_scores_gemma":[0.005653954,0.000343864,0.0004178191,0.002546924,0.001195805,0.007436664,0.003271919,0.004374699,0.04520771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004183841,"about_ca_system_score_gemma":0.002848638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00370801,"about_ca_topic_score_gemma":0.009687415,"domain_scores_codex":[0.9983365,0.0002313208,0.0001142712,0.0002107617,0.0009520274,0.0001552801],"domain_scores_gemma":[0.9963459,0.0009723039,0.0002196331,0.0002689318,0.001222576,0.0009706574],"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":[0.00001735615,0.00002063844,0.00007433852,0.000137472,0.000001543474,0.00005621935,0.0001280157,0.00005686735,0.00009716853,0.004700079,0.9308567,0.06385349],"study_design_scores_gemma":[0.000002238136,0.000007425722,0.0003244476,0.0002090881,9.084785e-7,0.00006376571,0.0001379461,0.00003567312,0.0001104079,0.001140982,0.9979609,0.000006152008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002994726,0.1028922,0.006929778,0.1547211,0.2167587,0.0002790105,0.00215168,0.002025743,0.5112472],"genre_scores_gemma":[0.01434491,0.03859886,0.003164437,0.01512842,0.03491397,0.0001301793,0.001667397,0.001483752,0.8905682],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9882296,"threshold_uncertainty_score":0.3312064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01004500245290159,"score_gpt":0.1809276858037639,"score_spread":0.1708826833508623,"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."}}