{"id":"W2596629520","doi":"","title":"The politics of oral participation: The experiences of Chinese multilingual speakers in Canadian university classrooms","year":2016,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Linguistics; Political science; Sociology; Pedagogy; Philosophy","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":[0.004334365,0.001124542,0.001130436,0.00239721,0.03603387,0.007691144,0.002580767,0.002016096,0.003730605],"category_scores_gemma":[0.006292836,0.0007308069,0.0005541285,0.002277064,0.01535463,0.002148644,0.009245366,0.003490657,0.0003416149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02651807,"about_ca_system_score_gemma":0.03242829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7585672,"about_ca_topic_score_gemma":0.8715354,"domain_scores_codex":[0.9939724,0.001763657,0.0001532595,0.0005432906,0.001331147,0.002236298],"domain_scores_gemma":[0.9951581,0.001426973,0.0003885666,0.0001377278,0.0007838624,0.002104759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002387612,0.00001333289,0.003602702,0.00001839852,0.000002458839,0.0004150694,0.993172,0.000008445301,0.0005150724,0.0002991983,0.0002081751,0.001721259],"study_design_scores_gemma":[0.000001595923,0.00001891245,0.003277984,0.00001996419,0.000005154237,0.00009167183,0.9929129,0.00002604437,0.0001061298,0.00003860575,0.00348208,0.00001887637],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952257,0.0002020663,0.00008416786,0.0006199331,0.00002383526,0.00002239356,0.00002413269,0.000006258771,0.0037915],"genre_scores_gemma":[0.9960781,0.0002160363,0.0001068775,0.0001765455,0.00001226611,0.00001841756,0.000023951,0.0000112664,0.003356572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2414328,"threshold_uncertainty_score":0.4857094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470160078367059,"score_gpt":0.2387437797329862,"score_spread":0.2240421789493156,"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."}}