{"id":"W2938923900","doi":"10.3968/10929","title":"Research on College English Education From the Perspective of Culturally Responsive Teaching","year":2019,"lang":"en","type":"article","venue":"Studies in literature and language","topic":"Educational Technology and Pedagogy","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Value (mathematics); Sociology; Pedagogy; College English; Pragmatics; Language education; Cultural diversity; Psychology; Mathematics education; Linguistics; Computer science; Anthropology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005378965,0.00006121358,0.000100288,0.0001074971,0.0001156323,0.0000240578,0.0002939492,0.00006200503,0.000004219713],"category_scores_gemma":[0.0006961995,0.00003686498,0.00001617271,0.0003230512,0.0001203512,0.00009903802,0.0001422388,0.0005115694,0.000003037181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004467139,"about_ca_system_score_gemma":0.00007947876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008667764,"about_ca_topic_score_gemma":0.00005724636,"domain_scores_codex":[0.9991922,0.0002805678,0.0000842044,0.0002161305,0.0001258815,0.000100956],"domain_scores_gemma":[0.9981146,0.001239388,0.00003171024,0.0002798574,0.0003239184,0.00001049177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000188774,0.00003376644,0.0008406039,0.000007248415,0.00001845148,0.000002624512,0.3717293,5.669399e-7,0.000169146,0.6226791,0.003776285,0.0007240798],"study_design_scores_gemma":[0.0002696408,0.0002208655,0.03435337,0.0005741555,0.000003907548,0.000005771841,0.8864861,0.00001155668,0.000464166,0.0689906,0.008502105,0.000117808],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529144,0.0261803,0.000002025476,0.005371726,0.0005141603,0.0001745939,0.00001826026,0.00001612376,0.01480849],"genre_scores_gemma":[0.9966581,0.0001405145,0.0008429424,0.0004887227,0.0001798515,0.00001708928,0.000004030573,0.000002093697,0.001666596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5536885,"threshold_uncertainty_score":0.2222543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03134454245781974,"score_gpt":0.423666491747494,"score_spread":0.3923219492896742,"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."}}