{"id":"W3187516375","doi":"10.2139/ssrn.3857360","title":"Home Ice Advantage: Securing Data Sovereignty for Canadians on Social Media","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University; University of Ottawa","funders":"","keywords":"Sovereignty; Social media; Political science; Business; Internet privacy; Computer security; Computer science; Law; 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":[0.002076897,0.0001400422,0.0001836572,0.00006759267,0.001499424,0.0001626367,0.001394497,0.000126179,0.0000850403],"category_scores_gemma":[0.001614511,0.0001455223,0.00008009979,0.0002348306,0.00008945764,0.0007259276,0.0001706333,0.001436129,0.00002919101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001071288,"about_ca_system_score_gemma":0.004309738,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002782189,"about_ca_topic_score_gemma":0.1189059,"domain_scores_codex":[0.9968237,0.0001758394,0.0002224696,0.0003419179,0.0004522079,0.001983904],"domain_scores_gemma":[0.9990898,0.0001663282,0.0001547335,0.0002335758,0.00007492379,0.0002806847],"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":[0.0003161751,0.00006712869,0.0001281116,0.00002524535,0.0001382904,0.00001027621,0.01653566,0.000004526431,0.00008230413,0.908845,0.01178506,0.06206221],"study_design_scores_gemma":[0.001642321,0.0003013601,0.0001634656,0.00001876338,0.00008650068,0.00002625334,0.05285623,0.0002697209,0.00003924621,0.779687,0.1644222,0.0004869709],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3585931,0.01745295,0.1056153,0.42862,0.01263989,0.006475481,0.007702067,0.00159083,0.06131029],"genre_scores_gemma":[0.9915175,0.002186378,0.00009062999,0.0007496481,0.005252527,0.000007876529,0.0001077689,0.00002478086,0.00006293145],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6329244,"threshold_uncertainty_score":0.9998005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04566877208316365,"score_gpt":0.311999073670044,"score_spread":0.2663303015868803,"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."}}