{"id":"W7133064729","doi":"","title":"Stumbling Toward Total Informational Awareness: The Security of Canada Information Sharing Act","year":2015,"lang":"en","type":"article","venue":"TSpace","topic":"Cybersecurity and Cyber Warfare Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information sharing; Information governance; Information system; Information security; Confidentiality; Legislation; Government (linguistics)","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":[0.0007155112,0.00006608243,0.0001006943,0.0000288061,0.0004792392,0.00006259091,0.0002094304,0.00003628157,0.00004269283],"category_scores_gemma":[0.0004110502,0.00005303534,0.00002970966,0.0002188558,0.0001091112,0.0006758734,0.0001115114,0.0001068415,0.000005858175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001911786,"about_ca_system_score_gemma":0.00124695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8042616,"about_ca_topic_score_gemma":0.7973751,"domain_scores_codex":[0.9989249,0.00003855585,0.0001803956,0.00005205707,0.0006094406,0.0001947144],"domain_scores_gemma":[0.9993468,0.00007817041,0.0001226014,0.0001019922,0.00027118,0.0000792909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001850888,0.0000110899,0.006059601,0.00002316961,0.00003281542,4.986725e-7,0.9238325,0.0005802212,5.275009e-7,0.05430619,0.01445178,0.0006830981],"study_design_scores_gemma":[0.0004098592,0.00002250421,0.00855334,0.00003621778,0.00001764612,0.000001949602,0.7527591,0.001005311,0.00008277334,0.005328548,0.2315708,0.0002119602],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8344774,0.00009839619,0.0000547634,0.005219544,0.0004387501,0.000158333,0.00001108459,0.00003572496,0.159506],"genre_scores_gemma":[0.999543,0.000009579701,0.00001719127,0.0001305933,0.00009612991,0.000006598468,0.000008095377,0.000001538901,0.0001872688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.217119,"threshold_uncertainty_score":0.3685969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04483471492020804,"score_gpt":0.3334466082523648,"score_spread":0.2886118933321568,"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."}}