{"id":"W2055959901","doi":"10.5539/elt.v4n1p152","title":"A Study on the Application of the Immersion Teaching Model to EFL Learners in Institutions of Higher Learning","year":2011,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immersion (mathematics); Psychology; Mathematics education; College English; China; Empirical research; Pedagogy","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":[],"consensus_categories":[],"category_scores_codex":[0.001525731,0.0001571105,0.000202846,0.0001793343,0.0005713871,0.0000394838,0.0004153793,0.0000420962,0.0001379685],"category_scores_gemma":[0.0006754276,0.00008868914,0.0000975275,0.0000736033,0.0000834349,0.0001420078,0.0001251218,0.001532623,0.000007810453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000497096,"about_ca_system_score_gemma":0.00002552048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005796123,"about_ca_topic_score_gemma":0.000730323,"domain_scores_codex":[0.9983406,0.000643243,0.000322611,0.0002377423,0.0002494309,0.0002063392],"domain_scores_gemma":[0.999109,0.0002115578,0.0001985791,0.0004230285,0.00002456639,0.00003325873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001796164,0.0002472443,0.005674351,0.00001037224,0.00002364364,0.000001944967,0.9066998,0.004839282,0.0007712221,0.07478596,0.00003173345,0.006896477],"study_design_scores_gemma":[0.0003982256,0.0001594342,0.00196464,0.000151437,0.00003844074,4.271654e-7,0.993073,0.001594253,0.000342822,0.00005102937,0.002038758,0.0001874805],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8883911,0.00003672711,0.0003451141,0.00007569623,0.0001909467,0.0003799823,0.000003061801,0.00007043962,0.1105069],"genre_scores_gemma":[0.9971871,2.028104e-7,0.0001436039,0.0001968089,0.0001733324,0.00003597535,0.000003941297,0.00002584678,0.002233143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.108796,"threshold_uncertainty_score":0.8762043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05280454518036169,"score_gpt":0.2842917662050022,"score_spread":0.2314872210246405,"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."}}