{"id":"W2018720931","doi":"10.2167/lcc331.0","title":"Losing Strangeness: Using Culture to Mediate ESL Teaching","year":2007,"lang":"en","type":"article","venue":"Language Culture and Curriculum","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Bachelor; Coursework; Pedagogy; Sociology; Mathematics education; Bridging (networking); Teacher education; Psychology; Political science; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006164334,0.0001371735,0.0001383786,0.0000632491,0.0006570661,0.0001375695,0.0001461837,0.0001475872,0.0001270061],"category_scores_gemma":[0.0002537225,0.0001068721,0.00005092085,0.0002594925,0.00006184628,0.0001603987,0.00002774717,0.0002357571,0.00002099814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000604009,"about_ca_system_score_gemma":0.00005875393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005703368,"about_ca_topic_score_gemma":0.0034888,"domain_scores_codex":[0.9988782,0.00009365786,0.0001646344,0.0002236266,0.000245765,0.0003941276],"domain_scores_gemma":[0.9994046,0.00002129278,0.00006070212,0.0001077717,0.0000709687,0.0003346443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004872727,0.00008132357,0.00305112,0.00002629767,0.00001634793,0.00002128124,0.9327059,0.000006610414,0.01188512,0.007488301,0.002389083,0.04232379],"study_design_scores_gemma":[0.0002639822,0.00002875954,0.0009427905,0.0001073663,0.00004513088,0.00001198629,0.4432396,0.00004193369,0.001494112,0.00009857253,0.5533214,0.0004044216],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9402166,0.00227462,0.000535473,0.000372031,0.0005490209,0.0002327949,0.000006801779,0.0001044431,0.05570824],"genre_scores_gemma":[0.9874325,0.00006018843,0.003233126,0.001896232,0.002205444,0.000002812363,0.00001439385,0.00001261356,0.005142714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5509323,"threshold_uncertainty_score":0.8621825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02956435475578083,"score_gpt":0.448851765296037,"score_spread":0.4192874105402561,"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."}}