{"id":"W4396948501","doi":"10.1080/15367967.2024.2351884","title":"Supporting copyright and accessibility in course reserves through a syllabus service","year":2024,"lang":"en","type":"article","venue":"Journal of Access Services","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Syllabus; Course (navigation); Service (business); Business; Marketing; Engineering; Sociology; Pedagogy","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001372731,0.000141739,0.0002670214,0.0001801942,0.0001161001,0.002604422,0.00171902,0.00006707567,0.0001076327],"category_scores_gemma":[0.00003403621,0.0001090266,0.00005109155,0.0009172483,0.00002258923,0.009203812,0.0005049946,0.0004575976,0.00001288415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004969983,"about_ca_system_score_gemma":0.0003004356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004293082,"about_ca_topic_score_gemma":0.0007090382,"domain_scores_codex":[0.9982392,0.0001512014,0.0006699363,0.0002978729,0.0003677658,0.0002740491],"domain_scores_gemma":[0.9987038,0.0002154729,0.0004108565,0.0002426599,0.0003114981,0.0001156773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001354698,0.000675676,0.8457471,0.00567895,0.0002433526,0.0008234546,0.1019104,0.001028557,0.001172591,0.01533091,0.002213586,0.02504004],"study_design_scores_gemma":[0.001215012,0.0003125827,0.8329306,0.003080111,0.00008198441,0.000586361,0.02133215,0.09281936,0.002331451,0.02649383,0.01812993,0.0006866442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828768,0.002949875,0.0006020517,0.009821686,0.0008136429,0.00009470138,7.874348e-7,0.00004918447,0.00279124],"genre_scores_gemma":[0.9951806,0.000253988,0.003558422,0.0007522382,0.0001712498,0.000002532762,9.779382e-7,0.00001016125,0.00006981062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0917908,"threshold_uncertainty_score":0.998431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03516514040456728,"score_gpt":0.3961710893176776,"score_spread":0.3610059489131103,"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."}}