{"id":"W2802012849","doi":"","title":"Scholarly Communication in the Digital Age","year":2018,"lang":"en","type":"article","venue":"Memorial University Research Repository (Memorial University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarly communication; Dissemination; Library science; Digital library; Digital era; Digital humanities; Scientific communication; Information Dissemination; World Wide Web; Media studies; Sociology; Computer science; Political science; The Internet; Publishing; Telecommunications; Art; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005236486,0.0003725063,0.0005148356,0.006785541,0.02025094,0.03358545,0.001362409,0.002362145,0.04164046],"category_scores_gemma":[0.02858093,0.0003328063,0.0003089445,0.0192901,0.01537085,0.01524366,0.01152374,0.002906206,0.009418139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02753382,"about_ca_system_score_gemma":0.0471338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1753239,"about_ca_topic_score_gemma":0.2337092,"domain_scores_codex":[0.9888175,0.00315866,0.0004010603,0.0007000055,0.005180264,0.001742599],"domain_scores_gemma":[0.9733829,0.00801289,0.002504961,0.003208101,0.007962674,0.004928448],"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":[0.00005564381,0.00005013053,0.006408119,0.0004960311,0.00002593906,0.0002711949,0.05998311,0.0001575968,0.0004218699,0.3131427,0.326955,0.2920326],"study_design_scores_gemma":[0.000003209383,0.00000854819,0.003413163,0.0003095622,0.000007399254,0.00009757411,0.01663094,0.00004662711,0.0001444127,0.01273414,0.966589,0.00001555291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.03995877,0.05267251,0.002776526,0.2006981,0.003862584,0.00006948951,0.001106374,0.0005382836,0.6983172],"genre_scores_gemma":[0.5612842,0.08408279,0.00517648,0.01897239,0.005644331,0.0001435578,0.000933269,0.0005921067,0.3231708],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9664146,"threshold_uncertainty_score":0.3486069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06941461988241998,"score_gpt":0.264890632548935,"score_spread":0.195476012666515,"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."}}