{"id":"W3142633811","doi":"","title":"A STORY OF TEXTS, CULTURE(S), CULTURAL TOOL NORMALIZATION, AND ADULT ESL LEARNING AND TEACHING","year":2005,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Simon Fraser University","keywords":"Normalization (sociology); Pedagogy; Psychology; Art; Mathematics education; Linguistics; Sociology; Anthropology; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"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":[0.002637005,0.0005440362,0.0003605146,0.001157215,0.005960679,0.005635503,0.000912989,0.001694865,0.003267473],"category_scores_gemma":[0.00565497,0.0002815225,0.0002615078,0.001051866,0.01599674,0.007640929,0.005582945,0.002780122,0.0003639943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002847225,"about_ca_system_score_gemma":0.0009772168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003412648,"about_ca_topic_score_gemma":0.007355272,"domain_scores_codex":[0.9966942,0.002235571,0.000124435,0.0002410722,0.0004146156,0.0002900447],"domain_scores_gemma":[0.9943844,0.004023527,0.0005037946,0.0002593305,0.0002378085,0.0005912022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000050427,0.00005010276,0.003301049,0.0001015445,0.00000473769,0.001186937,0.9643333,0.00005110196,0.001223064,0.01402247,0.001072331,0.01460297],"study_design_scores_gemma":[0.00001181555,0.0001459974,0.005867821,0.0001883392,0.00001148221,0.001505696,0.8924249,0.0001841513,0.002297847,0.004297733,0.09303647,0.00002770853],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518375,0.001554947,0.00326334,0.005729335,0.0001283854,0.00003759708,0.0001054369,0.00006641696,0.03727701],"genre_scores_gemma":[0.9926427,0.0004375949,0.0008398682,0.0002864158,0.00003364591,0.00002340237,0.00003370397,0.00002183568,0.005680868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005960679,"threshold_uncertainty_score":0.02065814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006986035143782597,"score_gpt":0.2081898382971142,"score_spread":0.2012038031533316,"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."}}