{"id":"W2977658000","doi":"","title":"Legal, Ethical and Privacy Issues Affecting Data Sharing among Ontario's Higher Education Institutions in Interinstitutional Collaboration.","year":2019,"lang":"en","type":"article","venue":"The College Quarterly","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Higher education; Legal responsibility; Public relations; Political science; Information privacy; Sociology; Internet privacy; Public administration; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.04597821,0.0001442894,0.0003315854,0.001171388,0.03051497,0.01254668,0.002005819,0.003622066,0.003768882],"category_scores_gemma":[0.1444339,0.0004262235,0.0003584073,0.004407246,0.01249993,0.004982435,0.01020676,0.004107184,0.0002695395],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07508641,"about_ca_system_score_gemma":0.2551167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8622149,"about_ca_topic_score_gemma":0.9346083,"domain_scores_codex":[0.9308653,0.03685921,0.003993183,0.002085438,0.01634804,0.00984892],"domain_scores_gemma":[0.8066948,0.1198991,0.01928714,0.008668754,0.02482457,0.02062562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003899309,0.0001833608,0.2391133,0.0003605364,0.0001035381,0.00223574,0.4427589,0.001465347,0.001122036,0.1457527,0.05768282,0.1088318],"study_design_scores_gemma":[0.00006704671,0.0001011131,0.1336363,0.0009913655,0.0001124689,0.0005503399,0.6095378,0.001790292,0.001261592,0.03357055,0.2182286,0.0001526635],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6243339,0.002562454,0.005869381,0.2340063,0.0003445959,0.0004844838,0.0005362578,0.00005866902,0.1318039],"genre_scores_gemma":[0.9888426,0.000541453,0.001186712,0.00365297,0.00004045156,0.00005637555,0.00004859996,0.00001326454,0.005617681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9979942,"threshold_uncertainty_score":0.5447925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08851696382790589,"score_gpt":0.419153417160577,"score_spread":0.3306364533326711,"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."}}