{"id":"W4250709686","doi":"10.32920/ryerson.14662587","title":"Demystifying immigrant youth representations : a look at mainstream and immigrant perspectives within literature and media","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mainstream; Immigration; Narrative; Hegemony; Sociology; Gender studies; Ideology; White (mutation); Media studies; Political science; Politics; Art; Literature; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003630449,0.0009797212,0.0005693394,0.005544766,0.01265887,0.01495968,0.001030901,0.002046449,0.002976256],"category_scores_gemma":[0.002728628,0.0003348048,0.0004219711,0.003587557,0.01426008,0.007155055,0.008064383,0.002465297,0.0001711035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005141601,"about_ca_system_score_gemma":0.003012416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02549231,"about_ca_topic_score_gemma":0.04353575,"domain_scores_codex":[0.9982209,0.0009895295,0.00004820841,0.0001099101,0.0001883191,0.0004431734],"domain_scores_gemma":[0.9981381,0.001088204,0.000233511,0.00008078419,0.000192542,0.0002669689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001059883,0.000009675833,0.001725445,0.00004095316,0.000002863031,0.00053042,0.9847991,0.000009685546,0.0001967744,0.008829592,0.0004061486,0.003438793],"study_design_scores_gemma":[0.000001069266,0.00001029186,0.002005889,0.0001114352,0.000005335062,0.0001348674,0.9840051,0.00001881658,0.0001057079,0.0007212142,0.01287651,0.000003778474],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9209418,0.007149716,0.0006981076,0.006461042,0.00030905,0.00002844929,0.00006505819,0.00003423373,0.06431263],"genre_scores_gemma":[0.9914794,0.002982091,0.0002282403,0.0004585397,0.000128217,0.00002397106,0.00003257662,0.00003245382,0.004634414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02549231,"threshold_uncertainty_score":0.05068785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02754892816686673,"score_gpt":0.3123016211415399,"score_spread":0.2847526929746732,"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."}}