{"id":"W2009006249","doi":"10.1353/utq.0.0571","title":"From Social Security to Public Safety: Security Discourses and Canadian Citizenship","year":2009,"lang":"en","type":"article","venue":"University of Toronto Quarterly","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citizenship; Social security; Political science; Public security; Public administration; Sociology; Law; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001949038,0.0000806646,0.0001467453,0.00003010665,0.0008784716,0.00006159916,0.0002369914,0.0001187004,0.0006588731],"category_scores_gemma":[0.00002516057,0.0001074245,0.00006467066,0.00006666941,0.0002016648,0.0002950972,0.000008673149,0.00007315804,0.000009825411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005416949,"about_ca_system_score_gemma":0.000420665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8563793,"about_ca_topic_score_gemma":0.9774272,"domain_scores_codex":[0.999131,0.000130869,0.00008094533,0.000184095,0.0001960338,0.0002770138],"domain_scores_gemma":[0.9992432,0.00003808771,0.0000501722,0.0000980711,0.0001034029,0.0004670605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001844282,0.00004225863,0.002159682,0.000002522877,0.00002501272,0.000002669894,0.9059172,5.712858e-8,0.000006339464,0.07168073,0.007331609,0.01281348],"study_design_scores_gemma":[0.0003953854,0.0001612928,0.1580346,0.00001098116,0.00003467203,1.554044e-7,0.7538418,0.0000328018,4.206142e-7,0.019564,0.06764771,0.0002762727],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8919269,0.0000694725,0.0000470883,0.02585371,0.0002163841,0.0001663412,0.0002509602,0.00004000125,0.08142915],"genre_scores_gemma":[0.9986835,0.0000230395,0.0001174473,0.0003087215,0.000160666,6.511601e-8,0.00002693691,0.000002790077,0.0006768178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1558749,"threshold_uncertainty_score":0.7214198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193490044331478,"score_gpt":0.2539308174345857,"score_spread":0.241995916991271,"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."}}