{"id":"W4386417838","doi":"10.5430/wjel.v13n8p84","title":"Changes in Teaching Activities of General English and Evaluation Criteria Proposals at Sai Gon University","year":2023,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Listing (finance); Context (archaeology); Mathematics education; English language; Computer science; Pedagogy; Psychology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07002293,0.0004353226,0.0008415675,0.004016713,0.001969956,0.00564021,0.001388861,0.0007281361,0.002198275],"category_scores_gemma":[0.1345397,0.0003328288,0.0009922094,0.004287897,0.002407688,0.001681732,0.002925304,0.00123735,0.0003659727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01119676,"about_ca_system_score_gemma":0.01599099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004224112,"about_ca_topic_score_gemma":0.007625936,"domain_scores_codex":[0.9215708,0.04707284,0.0105709,0.003094308,0.0153467,0.002344383],"domain_scores_gemma":[0.8490397,0.06132551,0.01251124,0.006990522,0.06506281,0.005070248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002216296,0.0009412153,0.2107607,0.005387679,0.0002804095,0.0004897749,0.1487078,0.00204104,0.01187405,0.00927176,0.004903306,0.603126],"study_design_scores_gemma":[0.0003226859,0.003781863,0.6736326,0.003786871,0.0005120268,0.0003310948,0.2200185,0.003504276,0.02603224,0.005762307,0.06193129,0.0003842126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9551522,0.001134166,0.009014055,0.002331266,0.000350604,0.002906301,0.0004358443,0.0001199975,0.02855545],"genre_scores_gemma":[0.9814758,0.0004158625,0.01195855,0.0001875797,0.00002042032,0.00278881,0.0002241661,0.00003760069,0.002891068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07002293,"threshold_uncertainty_score":0.3703211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02055204232779598,"score_gpt":0.2654405031886701,"score_spread":0.2448884608608741,"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."}}