{"id":"W3153509968","doi":"10.24908/iqurcp.10218","title":"Downtrodden Peoples or Illegal Migrants? The Role of Parliamentary Speeches in Perceptions for Refugees to Canada","year":2018,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Political science; Parliament; Refugee crisis; Nationalism; Terrorism; Political economy; Politics; Perception; Law; Criminology; Sociology","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":[0.004517722,0.0003965773,0.0004924238,0.001470227,0.02697604,0.009791515,0.001461099,0.001706934,0.005765525],"category_scores_gemma":[0.01348426,0.0003701422,0.0002800235,0.002000025,0.01445537,0.002650903,0.006203426,0.004463813,0.0003107986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04721381,"about_ca_system_score_gemma":0.06632435,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9449919,"about_ca_topic_score_gemma":0.9609901,"domain_scores_codex":[0.9951389,0.001274319,0.0001393943,0.0002457096,0.001078375,0.002123327],"domain_scores_gemma":[0.9932778,0.001332375,0.0009463429,0.0001368173,0.001689849,0.002616845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000419133,0.00001808984,0.01440153,0.00005600223,0.000005966083,0.000466169,0.9748287,0.00002963124,0.0003401535,0.002959642,0.00257171,0.004280505],"study_design_scores_gemma":[0.000001387748,0.000005442199,0.006194096,0.00004720595,0.000002386927,0.00003744915,0.9860612,0.00001845833,0.00003814824,0.00006035723,0.007523818,0.00000994972],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671706,0.0009033023,0.00009173733,0.01131489,0.000138703,0.00002585828,0.0000751402,0.00001165154,0.02026813],"genre_scores_gemma":[0.9955639,0.000529227,0.00004650635,0.0008445211,0.00001314351,0.000007470716,0.00003198515,0.00001193034,0.002951351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05500811,"threshold_uncertainty_score":0.3425618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06170223095377975,"score_gpt":0.3886686113167628,"score_spread":0.3269663803629831,"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."}}