{"id":"W2977972324","doi":"10.18806/tesl.v36i1.1304","title":"More than Language—Evaluating a Canadian University EAP Bridging Program","year":2019,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Discipline; Sociology; Context (archaeology); Pedagogy; Bridging (networking); Library science; Humanities; Psychology; Computer science; Art; Social science; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01079327,0.0006703885,0.0005971634,0.001706675,0.008253503,0.002650922,0.002647301,0.00132595,0.003188705],"category_scores_gemma":[0.01581477,0.000382716,0.0005844407,0.002556622,0.001772037,0.001050274,0.003593225,0.001778645,0.0005185592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04808826,"about_ca_system_score_gemma":0.1464954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7654791,"about_ca_topic_score_gemma":0.8988591,"domain_scores_codex":[0.9920334,0.002005643,0.0001881618,0.0006104729,0.002881525,0.00228075],"domain_scores_gemma":[0.9797031,0.001456887,0.0006747658,0.0005200278,0.0101653,0.007479947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.004700246,0.03317378,0.09120853,0.001928294,0.0001889785,0.001477168,0.09515227,0.005928496,0.0169496,0.008579115,0.02251046,0.7182031],"study_design_scores_gemma":[0.002290721,0.03941828,0.5138334,0.001604407,0.0003923059,0.0003865422,0.1661188,0.007023366,0.02807656,0.002148189,0.2382236,0.0004838399],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747166,0.00033655,0.001051682,0.001467078,0.0001205165,0.003107325,0.0003525094,0.00008310439,0.01876464],"genre_scores_gemma":[0.971281,0.000779991,0.006575275,0.001043624,0.00004985755,0.003806778,0.0007875257,0.00005099172,0.01562495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7654791,"threshold_uncertainty_score":0.4718041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445417494024051,"score_gpt":0.2297923227636101,"score_spread":0.2153381478233695,"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."}}