{"id":"W2056457984","doi":"10.1108/07378830610669565","title":"University of Waterloo electronic theses: issues and partnerships","year":2006,"lang":"en","type":"article","venue":"Library Hi Tech","topic":"Research Data Management Practices","field":"Computer Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Library and Archives Canada; University of Waterloo","funders":"","keywords":"Metadata; Library science; Digital library; Originality; Value (mathematics); World Wide Web; Interlibrary loan; Scholarly communication; Computer science; Political science; Public relations; Sociology; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.03390281,0.0002946957,0.0007093841,0.003526291,0.02647212,0.04510619,0.002947058,0.003371051,0.1000977],"category_scores_gemma":[0.07490011,0.0008852919,0.0003793167,0.01392296,0.01778708,0.01528392,0.01386972,0.003892526,0.01281064],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06160283,"about_ca_system_score_gemma":0.2133382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5703793,"about_ca_topic_score_gemma":0.7448258,"domain_scores_codex":[0.9533616,0.01612673,0.001966836,0.002535509,0.02139017,0.00461911],"domain_scores_gemma":[0.9096194,0.02311232,0.00394495,0.00860427,0.02953594,0.0251831],"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":[0.00004110215,0.0001374733,0.003814561,0.0003018641,0.000006249993,0.0002550773,0.0112345,0.0001202044,0.0001949911,0.2756431,0.546118,0.162133],"study_design_scores_gemma":[0.0000082034,0.00001448075,0.00199165,0.0003263109,0.000002407342,0.00005844071,0.01556243,0.00009912479,0.0001271873,0.00859828,0.9731925,0.0000189918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01148359,0.005581257,0.003492726,0.4132821,0.001651613,0.0004150119,0.00116054,0.0003229186,0.5626103],"genre_scores_gemma":[0.1674833,0.01807566,0.01140747,0.02978109,0.001159052,0.0009486116,0.001453374,0.0005851965,0.7691061],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9548938,"threshold_uncertainty_score":0.8643017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04251026959506923,"score_gpt":0.2635734998561887,"score_spread":0.2210632302611195,"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."}}