{"id":"W7133022321","doi":"","title":"Creating Space for Students' Mother Tongues in College Classrooms: A Collaborative Investigation of Process and Outcomes","year":2010,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Curriculum; Class (philosophy); Identity (music); Focus group; Qualitative research; Action research; Student engagement; Action (physics)","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":[0.02149015,0.0008132264,0.00111023,0.002508149,0.01765994,0.01604172,0.003572462,0.002651216,0.004329479],"category_scores_gemma":[0.04054393,0.0009001083,0.000763679,0.001309189,0.01699657,0.005549338,0.02200856,0.005209269,0.000812698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005682881,"about_ca_system_score_gemma":0.008174739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007853511,"about_ca_topic_score_gemma":0.01343509,"domain_scores_codex":[0.9804006,0.01263281,0.0004542639,0.001727625,0.002043901,0.002740827],"domain_scores_gemma":[0.9668398,0.01918121,0.002958093,0.001984204,0.00258186,0.00645489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003942033,0.0002773145,0.004922176,0.00005702083,0.000005080345,0.0004630169,0.9802383,0.0000320265,0.000919615,0.001146658,0.0004485857,0.01145083],"study_design_scores_gemma":[0.00001182354,0.00009226453,0.002985104,0.00005066196,0.000006386283,0.00009124094,0.9904245,0.0001260735,0.0006049437,0.0003959372,0.00519136,0.00001971476],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900919,0.0001559644,0.001601079,0.001128204,0.00004973942,0.0002212502,0.00003199957,0.00005247607,0.006667507],"genre_scores_gemma":[0.9952,0.0001320268,0.00142967,0.000160858,0.00001214687,0.0001611679,0.00001809924,0.0000422462,0.002843829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02149015,"threshold_uncertainty_score":0.1136522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05307476116115924,"score_gpt":0.5407006185212845,"score_spread":0.4876258573601253,"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."}}