{"id":"W4319299051","doi":"10.5430/wjel.v13n2p187","title":"Students' Perceptions about Course Evaluation: A Discourse Analysis from the Perspective of the Appraisal System","year":2023,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subcategory; Valuation (finance); Systemic functional linguistics; Perspective (graphical); Appraisal theory; Qualitative analysis; Perception; Discourse analysis; Qualitative research; Psychology; Action (physics); Linguistics; Sociology; Pedagogy; Mathematics education; Computer science; Social psychology; Social science; Artificial intelligence; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001726715,0.0001939713,0.0005198497,0.000349704,0.0004793808,0.0002385265,0.000952266,0.00002561178,0.002374328],"category_scores_gemma":[0.001010074,0.0001008313,0.0008711269,0.0009752733,0.0006024045,0.0002403855,0.0001846085,0.0003487013,0.00001946993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001280527,"about_ca_system_score_gemma":0.00009723717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007096038,"about_ca_topic_score_gemma":0.014972,"domain_scores_codex":[0.9970184,0.0004653211,0.0006153993,0.0001944396,0.001480097,0.0002263451],"domain_scores_gemma":[0.9962725,0.0005907681,0.000726162,0.0005873338,0.00176818,0.00005506257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002766404,0.0002006811,0.01976986,0.00001181697,0.007420584,0.00002986056,0.9209008,0.001565965,0.0000142673,0.03305117,0.01629367,0.0007137006],"study_design_scores_gemma":[0.0004546715,0.00002186953,0.04094419,0.0001676144,0.0084963,9.277959e-7,0.9472112,0.0001998659,0.000006070593,0.00007311465,0.002302602,0.000121545],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9384715,0.005521262,0.00001813611,0.001077877,0.002576983,0.0002690024,0.0003069425,0.00005254993,0.05170572],"genre_scores_gemma":[0.9933769,0.0000351922,0.00001610235,0.00006226097,0.003822096,0.00001606016,0.00001820433,0.00002005116,0.002633205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0549053,"threshold_uncertainty_score":0.9985377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01879260180732627,"score_gpt":0.3429914214219908,"score_spread":0.3241988196146646,"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."}}