{"id":"W7044287927","doi":"","title":"Written Narratives by Adult Chinese Plurilingual Students: Participantsâ Perceptions of Code-Switching and the (Re)Shaping of Identity","year":2017,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Identity (music); Narrative; Reflexivity; Perception; Qualitative research; Task (project management); Adult education; Accommodation; Lived experience","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002862985,0.0007041174,0.0003839021,0.0008459847,0.005587903,0.003240816,0.0006010867,0.0007950106,0.002194256],"category_scores_gemma":[0.008788886,0.0003083851,0.0002074107,0.0009773388,0.0040917,0.001838817,0.003719837,0.001526288,0.0002751847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003259035,"about_ca_system_score_gemma":0.003320408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02897319,"about_ca_topic_score_gemma":0.04412862,"domain_scores_codex":[0.9983766,0.0008164301,0.0001059332,0.0001488405,0.0002600862,0.000292141],"domain_scores_gemma":[0.9938614,0.002918226,0.001285362,0.0002346208,0.0006652445,0.001035046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000215952,0.0000119756,0.006285063,0.00002473398,0.000001481047,0.0004282818,0.9902693,0.000007723143,0.0008397939,0.0001560587,0.0001075051,0.001846527],"study_design_scores_gemma":[0.000002512304,0.00003146326,0.005267522,0.00002786167,0.000003267824,0.0003403834,0.9897076,0.00005961176,0.0006046324,0.00006775356,0.003874767,0.00001251976],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975219,0.000130597,0.0001695297,0.0002694802,0.000009664214,0.00001708587,0.00003091847,0.000004358662,0.001846373],"genre_scores_gemma":[0.9975043,0.0001706293,0.0001737352,0.00009033459,0.000005912409,0.00002609065,0.00004085628,0.000005987245,0.001982187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02897319,"threshold_uncertainty_score":0.05760908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04185380048787195,"score_gpt":0.4436618121425009,"score_spread":0.4018080116546289,"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."}}