{"id":"W2787859259","doi":"10.2139/ssrn.3101557","title":"Analysis of the Communications Security Establishment Act and Related Provisions in Bill C-59 (an Act Respecting National Security Matters), First Reading","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Cybersecurity and Cyber Warfare Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of Toronto","funders":"","keywords":"Reading (process); National security; Law; Public administration; House of Representatives; Political science; Politics","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005847747,0.000123865,0.0002683214,0.0002642616,0.004905527,0.0002701854,0.001094086,0.00009979268,0.00002835858],"category_scores_gemma":[0.001311911,0.00009228439,0.0001674611,0.0006382301,0.0006142806,0.0007488865,0.0003609426,0.001555101,8.771438e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094711,"about_ca_system_score_gemma":0.001369452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01409652,"about_ca_topic_score_gemma":0.5730234,"domain_scores_codex":[0.9974393,0.0005139775,0.0003992362,0.0002267378,0.0005478718,0.00087291],"domain_scores_gemma":[0.9982464,0.0003213869,0.0005669556,0.0005570403,0.0002291887,0.00007904651],"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":[0.00004510077,0.0003935651,0.4198119,0.000009872812,0.001359063,0.000002203137,0.1517159,0.00007077833,0.00001922625,0.423795,0.0001667741,0.002610518],"study_design_scores_gemma":[0.0009300592,0.0001094624,0.2696016,0.0001713842,0.0006242868,0.00002633372,0.09591737,0.001672994,0.00001160775,0.6229934,0.007557602,0.0003838879],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433852,0.0006922588,0.000003706004,0.03990802,0.0001416371,0.0002658484,0.00001863681,0.00002153535,0.01556314],"genre_scores_gemma":[0.9956524,0.004070634,0.00001371565,0.00005745141,0.00005221632,0.000006450021,0.000004168124,0.000007498399,0.000135408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5589268,"threshold_uncertainty_score":0.9963899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961871000535506,"score_gpt":0.326163156806369,"score_spread":0.3065444468010139,"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."}}