{"id":"W4411662753","doi":"10.33394/jo-elt.v12i1.15155","title":"Exploring Indonesian Vocational Students’ Perspectives on Deep Learning in English Language Education","year":2025,"lang":"en","type":"article","venue":"Jo-ELT (Journal of English Language Teaching) Fakultas Pendidikan Bahasa & Seni Prodi Pendidikan Bahasa Inggris IKIP","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Indonesian; Vocational education; Mathematics education; Psychology; Pedagogy; Linguistics; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001869438,0.0002011694,0.0002717822,0.0003800392,0.002435121,0.003836775,0.0003888779,0.0005882779,0.002081114],"category_scores_gemma":[0.001786773,0.0002116112,0.0001919462,0.0003443596,0.002065954,0.001475156,0.002408321,0.001952195,0.0003462937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027003,"about_ca_system_score_gemma":0.001457295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001592836,"about_ca_topic_score_gemma":0.004585091,"domain_scores_codex":[0.9989024,0.0004873684,0.00003732604,0.00006215849,0.0002508734,0.0002597967],"domain_scores_gemma":[0.9986348,0.0004120625,0.0002116189,0.00003445151,0.0001451624,0.0005619307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005597081,0.0006937666,0.0916399,0.0003054992,0.00001428629,0.001657711,0.8517423,0.0001152174,0.008165737,0.003772875,0.001439514,0.04039732],"study_design_scores_gemma":[0.00000603347,0.0001991864,0.05539201,0.0002162067,0.00001317532,0.00066159,0.9232487,0.0002149955,0.001028854,0.0007178099,0.01827497,0.00002644876],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910711,0.0002323071,0.0003393238,0.0008011878,0.00001575875,0.00001307031,0.000008877283,0.000002736632,0.007515728],"genre_scores_gemma":[0.9965541,0.0003826793,0.0002345048,0.000346894,0.000005012524,0.00001248074,0.000009945274,0.000003589724,0.00245066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003836775,"threshold_uncertainty_score":0.009886682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0210168927379378,"score_gpt":0.280785165293902,"score_spread":0.2597682725559641,"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."}}