{"id":"W2063358265","doi":"10.3138/cmlr.58.1.103","title":"Language, Literacy, Content, and (Pop) Culture: Challenges for ESL Students in Mainstream Courses","year":2001,"lang":"en","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Literacy; Variety (cybernetics); Reading (process); Pedagogy; Class (philosophy); Ethnography; Mathematics education; Sociology; Psychology; Political science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000858825,0.0002659904,0.0004719133,0.0002684894,0.0002731869,0.0001350938,0.0004393303,0.0001487814,0.0001232871],"category_scores_gemma":[0.001558902,0.0002586229,0.0001074292,0.0002871352,0.0002473045,0.0002151495,0.00002652593,0.0001816789,0.00001080926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004805336,"about_ca_system_score_gemma":0.0003402149,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4417546,"about_ca_topic_score_gemma":0.9488701,"domain_scores_codex":[0.9979423,0.0002610529,0.000350888,0.0004283125,0.0001203889,0.0008970152],"domain_scores_gemma":[0.9981357,0.0002440783,0.000123337,0.0003207363,0.0001764189,0.0009997503],"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":[0.00001449823,0.00007974113,0.01178937,0.001572946,0.00005863462,0.0005452933,0.6033202,8.54113e-7,0.0002864884,0.003942715,0.001040608,0.3773486],"study_design_scores_gemma":[0.0009152716,0.00007525546,0.04190141,0.004693151,0.0001071459,0.000164654,0.1080608,0.000110258,0.00001614292,0.0004036063,0.8427767,0.0007756169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7314258,0.2566939,0.000007915609,0.002486248,0.0001752731,0.0009002019,0.0003139907,0.00005118839,0.007945534],"genre_scores_gemma":[0.8349977,0.1527684,0.000419011,0.002601315,0.0005131277,0.0001641533,0.0001688499,0.00004906219,0.008318368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8417361,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06605617693001445,"score_gpt":0.3997553114625311,"score_spread":0.3336991345325167,"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."}}