{"id":"W4414785156","doi":"10.31274/jlsc.20261","title":"From Course Packs to AI: Evolving Author and Publisher Rights in Journal Publishing Agreements","year":2025,"lang":"en","type":"article","venue":"Journal of Librarianship and Scholarly Communication","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Publishing; Publication; Order (exchange); Inclusion (mineral); Permission; Electronic publishing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.003426395,0.0001180816,0.0002352965,0.0007421341,0.0004193159,0.03658167,0.002397394,0.0001251367,0.00001408556],"category_scores_gemma":[0.0004811961,0.00009386797,0.00004464322,0.0009749234,0.00004185116,0.1834817,0.0005902017,0.001043315,0.000002755383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005200253,"about_ca_system_score_gemma":0.0003583737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001062635,"about_ca_topic_score_gemma":0.00001746001,"domain_scores_codex":[0.9977646,0.0005078609,0.0008998048,0.0001474466,0.0004840205,0.0001963068],"domain_scores_gemma":[0.9980491,0.0002750182,0.000513778,0.0005352476,0.0003654583,0.0002613898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000643868,0.0001808673,0.5495644,0.00002732149,0.0001298321,0.00002662289,0.06761306,0.00004261078,0.0004399531,0.09337361,0.2199702,0.06856718],"study_design_scores_gemma":[0.001847759,0.0001537176,0.7606726,0.001020062,0.00001280555,0.0001038682,0.004350324,0.004330065,0.0001168226,0.1546878,0.07242578,0.0002783927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7045829,0.004856165,0.09545667,0.1764697,0.001858893,0.0003147154,0.000004174398,0.00004475655,0.01641203],"genre_scores_gemma":[0.9726509,0.00006061474,0.02360015,0.003259628,0.00009555657,0.000001986644,0.000002703946,0.000003059997,0.00032538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2680681,"threshold_uncertainty_score":0.9644185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02588690049813412,"score_gpt":0.2788984986787589,"score_spread":0.2530115981806247,"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."}}