{"id":"W7115014548","doi":"10.1016/j.acalib.2025.103184","title":"Exploring Copyright: A case study in practical copyright education for college educators","year":2025,"lang":"en","type":"article","venue":"The Journal of Academic Librarianship","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Higher education; Copyright law; Intellectual property; Electronic learning","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002208634,0.0002137838,0.000352783,0.000774644,0.0003106164,0.0001977446,0.0005879672,0.0001190027,0.0003390016],"category_scores_gemma":[0.001231365,0.0001271203,0.000109631,0.001184905,0.00007766208,0.005616283,0.0001119035,0.001092365,0.00002684123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001045597,"about_ca_system_score_gemma":0.0008660597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002676963,"about_ca_topic_score_gemma":0.00005390128,"domain_scores_codex":[0.9982345,0.0001226323,0.0008894017,0.0001847829,0.0002598904,0.0003088147],"domain_scores_gemma":[0.998018,0.0009961099,0.0004728718,0.0002322405,0.0002489705,0.00003180938],"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":[0.002748874,0.00147354,0.01412541,0.0003438667,0.0002346422,0.0002470964,0.006580469,0.00001349353,0.0003327132,0.0428275,0.9229033,0.008169095],"study_design_scores_gemma":[0.008886798,0.0006955867,0.008589698,0.001917158,0.001867081,0.002680692,0.2498614,0.01096721,0.00297647,0.1137925,0.5963847,0.001380688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540044,0.0005938025,0.0003979719,0.01705648,0.003027413,0.001271879,0.000001617797,0.00003490378,0.02361153],"genre_scores_gemma":[0.9939156,0.0000625981,0.0001708198,0.002450874,0.002187243,0.00006061565,0.000001279796,0.00002651995,0.001124422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3265186,"threshold_uncertainty_score":0.5183816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1806261290110714,"score_gpt":0.339754395491413,"score_spread":0.1591282664803416,"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."}}