{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008374515,0.0004721196,0.0005137006,0.001573133,0.01387117,0.01309993,0.001552525,0.001414262,0.002946499],"category_scores_gemma":[0.0177395,0.0004792086,0.000329802,0.0009366687,0.04604744,0.008901484,0.01341724,0.003928164,0.0002638947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006680075,"about_ca_system_score_gemma":0.00705425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02933371,"about_ca_topic_score_gemma":0.03140553,"domain_scores_codex":[0.9844712,0.01203857,0.0003104366,0.000711644,0.00112578,0.001342397],"domain_scores_gemma":[0.9860756,0.008070734,0.001790629,0.001089558,0.001081681,0.001891866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001920739,0.00003251708,0.00686199,0.00004399359,0.00001005603,0.0002914499,0.966056,0.00005867141,0.0005018932,0.01770183,0.0002127396,0.008209729],"study_design_scores_gemma":[0.000009417731,0.00004481783,0.005144058,0.0001790017,0.00002174686,0.0002817111,0.9616473,0.000199546,0.0007170901,0.01150978,0.02021462,0.00003087652],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9110779,0.0009547662,0.007712427,0.007761798,0.0001793903,0.00003213773,0.00001663047,0.00004602578,0.07221893],"genre_scores_gemma":[0.997833,0.0001700772,0.0004644743,0.0002896851,0.00001126432,0.000007807227,0.000003800318,0.0000175542,0.001202318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02933371,"threshold_uncertainty_score":0.05832595,"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."}}