{"id":"W4416407102","doi":"10.5539/jel.v15n2p66","title":"Teaching English Vocabulary for Specific Purposes: A Case Study of Arts Vocabulary","year":2025,"lang":"","type":"article","venue":"Journal of Education and Learning","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocabulary; The arts; English language; Vocabulary learning; Teaching method; English vocabulary; Language arts","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":[0.002793653,0.0007703013,0.0006892272,0.001070698,0.006028626,0.002685337,0.002068182,0.003067939,0.002877902],"category_scores_gemma":[0.009405292,0.000536865,0.0008153637,0.0009958124,0.002026211,0.002118545,0.002882994,0.002893862,0.0008404211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002343663,"about_ca_system_score_gemma":0.002385415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003798856,"about_ca_topic_score_gemma":0.0164249,"domain_scores_codex":[0.9958931,0.002138634,0.000180772,0.0003277666,0.000695976,0.0007636868],"domain_scores_gemma":[0.9955622,0.002052369,0.0005200378,0.0002313656,0.0002752455,0.001358852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000507105,0.01637552,0.07799098,0.001310832,0.0001161038,0.2246311,0.5307156,0.001470825,0.01434874,0.008451364,0.003486451,0.1205955],"study_design_scores_gemma":[0.0003673058,0.006487003,0.05616765,0.0007325098,0.0001622119,0.2125116,0.6345953,0.003561204,0.01567323,0.00321897,0.06632745,0.0001956604],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922513,0.0003574331,0.001608617,0.0007117519,0.00003671613,0.0001745256,0.00002285983,0.00001762452,0.004819139],"genre_scores_gemma":[0.9862635,0.0009765572,0.005081113,0.000436412,0.00003911093,0.0001884654,0.00004280945,0.00003937444,0.006932621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006028626,"threshold_uncertainty_score":0.01700461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02154342634826936,"score_gpt":0.363807572369631,"score_spread":0.3422641460213617,"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."}}