{"id":"W4410260561","doi":"10.1353/ces.2025.a960311","title":"A Public Opinion Discussion about the Canadian Oath of Citizenship","year":2025,"lang":"en","type":"article","venue":"Canadian ethnic studies","topic":"Multicultural Socio-Legal Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oath; Citizenship; Public opinion; Political science; Law; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01018356,0.0003675091,0.0004019045,0.001775251,0.02459667,0.006761785,0.001785418,0.002410408,0.004698471],"category_scores_gemma":[0.02120883,0.0002788709,0.0003459378,0.002682265,0.0159694,0.002433301,0.003985882,0.003434112,0.0002955291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04562179,"about_ca_system_score_gemma":0.04863112,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8658971,"about_ca_topic_score_gemma":0.8665756,"domain_scores_codex":[0.9877633,0.00444871,0.0002765346,0.0007152699,0.004979422,0.001816709],"domain_scores_gemma":[0.9798492,0.01071836,0.001429137,0.0005410396,0.005742357,0.001719947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005473545,0.00001969623,0.005877105,0.0001346667,0.000006868771,0.0007510512,0.972737,0.00009614371,0.001625516,0.006361809,0.004223485,0.008111837],"study_design_scores_gemma":[0.000006435573,0.00002827046,0.009167129,0.0001581758,0.00001024463,0.00009937188,0.9042186,0.0001437572,0.0007209185,0.0004559155,0.08494634,0.00004474806],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9145702,0.0008036463,0.001670322,0.02293116,0.0003878537,0.0001382483,0.0002929198,0.00006176675,0.05914388],"genre_scores_gemma":[0.9895488,0.0002974922,0.0003833213,0.001351664,0.00004671601,0.00004058892,0.00004974017,0.00002795823,0.00825378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1341029,"threshold_uncertainty_score":0.3310109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2601991057953084,"score_gpt":0.4180588853166936,"score_spread":0.1578597795213852,"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."}}