{"id":"W2995856772","doi":"10.2139/ssrn.3501191","title":"Big Data, Privacy and Education Applications","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Social Media and Politics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Internet privacy; Big data; Information privacy; Computer security; Privacy policy; Business; Computer science; Political science; Data mining","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01108991,0.0002692511,0.0004576247,0.002069769,0.002934187,0.01185984,0.0007676668,0.004364102,0.02005455],"category_scores_gemma":[0.0393667,0.0003632506,0.0003868928,0.004443873,0.004426825,0.01355261,0.003663672,0.003902993,0.002716505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002117664,"about_ca_system_score_gemma":0.003856091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002147077,"about_ca_topic_score_gemma":0.002684465,"domain_scores_codex":[0.9930401,0.004553117,0.000288225,0.000445087,0.001294054,0.0003794503],"domain_scores_gemma":[0.9296047,0.05655697,0.00332034,0.005115905,0.002783885,0.002618197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000156448,0.0001804842,0.01024311,0.0004054366,0.00004944436,0.0001477903,0.001685031,0.001373258,0.0002963566,0.6821847,0.117971,0.185307],"study_design_scores_gemma":[0.00001936908,0.00004659064,0.004235554,0.000346381,0.00001768044,0.0001884204,0.002087278,0.004124171,0.0006953862,0.806099,0.1821103,0.00002983752],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0424894,0.02944327,0.05651199,0.567166,0.004646074,0.0001186005,0.001941291,0.0007108433,0.2969724],"genre_scores_gemma":[0.8579009,0.02035486,0.01591067,0.03294976,0.007331714,0.0002199238,0.0009401789,0.0002858742,0.06410608],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02005455,"threshold_uncertainty_score":0.06708914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02656736220047925,"score_gpt":0.3364055572731212,"score_spread":0.3098381950726419,"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."}}