{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001422861,0.0001006773,0.0001180192,0.000133851,0.0008146183,0.0005915021,0.0005796652,0.0001404703,0.0009066763],"category_scores_gemma":[0.0002987145,0.00008957206,0.00001528158,0.0008618016,0.0002907093,0.002584561,0.00008716057,0.0007471096,0.0000768123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003777906,"about_ca_system_score_gemma":0.004107792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1628788,"about_ca_topic_score_gemma":0.4197324,"domain_scores_codex":[0.998697,0.0002286032,0.0002794752,0.0003314654,0.0002727638,0.000190713],"domain_scores_gemma":[0.9988629,0.0002457277,0.0001237866,0.0005072505,0.0001929625,0.00006741226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001366378,0.0001010329,0.01454342,0.00000856296,0.00001165214,9.877577e-7,0.04058013,0.000009935782,0.00003400361,0.9342019,0.01001842,0.0004763248],"study_design_scores_gemma":[0.0002207334,0.0000406136,0.0698317,0.00006147793,0.00001252822,0.000003832008,0.02391988,0.00008657554,0.000002044638,0.003416134,0.9022692,0.0001353026],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7954404,0.00006316629,0.00002554218,0.1252327,0.001903287,0.0006170548,0.00001885184,0.00004724513,0.07665168],"genre_scores_gemma":[0.9792179,0.00000765976,0.0004309836,0.001407044,0.0003220073,0.00004655444,0.00005836078,0.000006346135,0.01850311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9307857,"threshold_uncertainty_score":0.992747,"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."}}