{"id":"W1600534740","doi":"10.2307/3587870","title":"The Light in Their Eyes: Creating Multicultural Learning Communities","year":2001,"lang":"en","type":"article","venue":"TESOL Quarterly","topic":"Educational Challenges and Innovations","field":"Computer Science","cited_by":815,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University; University of Toronto","funders":"","keywords":"Multiculturalism; Sociology; Psychology; Multicultural education; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002563265,0.00008506498,0.00007492323,0.00004927121,0.0005599994,0.0002307088,0.0005302363,0.00002660311,0.00001007253],"category_scores_gemma":[0.00002246361,0.0000536237,0.00002740993,0.0002968532,0.00003374785,0.0003628196,0.00003037651,0.0002392361,0.00002601891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003139333,"about_ca_system_score_gemma":0.00002491881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001699628,"about_ca_topic_score_gemma":0.0005021162,"domain_scores_codex":[0.9993089,0.00009255422,0.0001940247,0.00009639002,0.0001052565,0.0002028853],"domain_scores_gemma":[0.9991797,0.0003659479,0.0000622404,0.0002670432,0.000101716,0.00002337393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005660302,0.0001892491,0.01187182,0.000009861215,0.0000262271,0.000004516793,0.5851517,0.000186606,0.0007258419,0.2597884,0.0007386595,0.1413015],"study_design_scores_gemma":[0.0007755061,0.0008927466,0.11391,0.0001879545,0.000004823514,0.0000741445,0.6020413,0.1465188,0.0001410348,0.01382275,0.1209787,0.0006522233],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9538202,0.0006719817,0.002826501,0.01932237,0.0002551061,0.0001521134,5.339447e-7,0.0001794977,0.02277171],"genre_scores_gemma":[0.9976915,0.00003761641,0.001337745,0.0001591536,0.00008937277,0.00002099157,0.000003859954,0.000004597402,0.0006551998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2459657,"threshold_uncertainty_score":0.4307119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03190647319351182,"score_gpt":0.2766884926918246,"score_spread":0.2447820194983128,"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."}}