{"id":"W7162030216","doi":"10.82308/4278","title":"Media discourse and paradigm shifts in Canadian refugee and child policy frameworks","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Education and experiences of immigrants and refugees","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Immigration; Discourse analysis; Ideology; Immigration policy; Context (archaeology); Legitimacy; Critical discourse analysis; Frame analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008847819,0.0009118948,0.0004742951,0.008746645,0.03763508,0.02364519,0.002802035,0.003312282,0.005669083],"category_scores_gemma":[0.01038948,0.0006122654,0.0004467125,0.009035112,0.05158296,0.006537945,0.009067163,0.004330087,0.0002518194],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.239251,"about_ca_system_score_gemma":0.146031,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9716936,"about_ca_topic_score_gemma":0.9762466,"domain_scores_codex":[0.993236,0.001894718,0.0001802144,0.0007539613,0.001774227,0.002160849],"domain_scores_gemma":[0.9937655,0.002832507,0.0006342366,0.0002682189,0.001446649,0.001052767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003380306,0.00001134091,0.003231457,0.0001204234,0.000008802795,0.0006105741,0.7022136,0.0001146473,0.000321157,0.2794231,0.004323225,0.009587874],"study_design_scores_gemma":[0.00001146194,0.00001216868,0.008806007,0.0005983859,0.00002287255,0.0002015594,0.6821786,0.0001949475,0.0003173446,0.01171031,0.2958769,0.00006943169],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4456187,0.0201046,0.00280054,0.06224506,0.0006898928,0.000158823,0.0007127827,0.0000905621,0.467579],"genre_scores_gemma":[0.9831302,0.003000938,0.0009517647,0.001478191,0.00007147206,0.00005406965,0.00009334934,0.00004409856,0.011176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.239251,"threshold_uncertainty_score":0.8823611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207282736510745,"score_gpt":0.3696037003879281,"score_spread":0.3575308730228206,"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."}}