{"id":"W2747536402","doi":"10.3998/3336451.0020.205","title":"Nothing New Under the Sun: Library Publishing and the Concordia University Press","year":2017,"lang":"en","type":"article","venue":"Journal of Electronic Publishing","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nothing; Publishing; Library science; Computer science; Political science; Philosophy; 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":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001383485,0.000126202,0.0001981312,0.0001290041,0.0012682,0.05401472,0.004378276,0.00007619548,0.000009834448],"category_scores_gemma":[0.0008285249,0.00007140724,0.000117263,0.0002650231,0.0001556129,0.09049992,0.001258684,0.0009304622,4.056373e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007880369,"about_ca_system_score_gemma":0.001330029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001672144,"about_ca_topic_score_gemma":0.00002107156,"domain_scores_codex":[0.9985251,0.0001517502,0.0002777738,0.000180964,0.0004810318,0.0003833126],"domain_scores_gemma":[0.9977731,0.0007489153,0.0007758011,0.0004481066,0.0000910583,0.0001630562],"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":[0.0001609923,0.00001537643,0.001933544,0.000005572233,0.000160047,0.00002427533,0.00250735,0.0001066571,0.000006214496,0.8107757,0.1608244,0.0234799],"study_design_scores_gemma":[0.002460258,0.00006104843,0.00936917,0.00004391399,0.00002209297,0.0001942011,0.0006107603,0.003042499,0.00009807327,0.03585781,0.9480659,0.0001742676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07900628,0.004350592,0.04366899,0.6623362,0.0014256,0.000297029,0.000001425227,0.0001422377,0.2087717],"genre_scores_gemma":[0.9818703,0.0002564952,0.0007126961,0.002514162,0.0005210952,3.325895e-7,5.276401e-7,0.00001126001,0.01411313],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.902864,"threshold_uncertainty_score":0.97541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549637496444418,"score_gpt":0.1984455527944385,"score_spread":0.1829491778299943,"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."}}