{"id":"W4414991536","doi":"10.2117/psysoc.2023-a274","title":"EVALUATION OF THE PSYCHOMETRIC QUALITIES OF THE FOREIGN LANGUAGE CLASSROOM ANXIETY SCALE IN CHINESE TERTIARY EDUCATION","year":2025,"lang":"en","type":"article","venue":"PSYCHOLOGIA","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Construct (python library); Construct validity; Equivalence (formal languages); Foreign language; Context (archaeology); Scale (ratio); Anxiety; Higher education","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":[0.02187183,0.0005151925,0.0005755035,0.002189004,0.0007860265,0.001073583,0.0009451213,0.0005498346,0.001144284],"category_scores_gemma":[0.02270562,0.0004505008,0.001861775,0.001936497,0.001253185,0.0009472106,0.001211974,0.0009931243,0.0002943366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001325014,"about_ca_system_score_gemma":0.002553662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003761879,"about_ca_topic_score_gemma":0.007507432,"domain_scores_codex":[0.9941313,0.002041112,0.001149592,0.0003416536,0.002037983,0.000298374],"domain_scores_gemma":[0.9856743,0.005977789,0.00204902,0.0009371394,0.004321045,0.00104076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004953084,0.0008217355,0.9199884,0.0002718949,0.0002512618,0.0001724932,0.005936606,0.000641462,0.002903962,0.0003907538,0.0006835615,0.06744258],"study_design_scores_gemma":[0.0001225439,0.00166368,0.9906973,0.00007437449,0.0001026432,0.0001359325,0.002464889,0.002366132,0.001205779,0.0001705889,0.0009593744,0.00003688594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995387,0.0001386414,0.001211534,0.0001448853,0.00003201541,0.0007325708,0.0001338127,0.00002465259,0.002194871],"genre_scores_gemma":[0.9953027,0.0001318875,0.003088607,0.00004856304,0.00001700445,0.0009245116,0.0002436117,0.000006045793,0.0002370909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02187183,"threshold_uncertainty_score":0.1156707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03042229564339916,"score_gpt":0.345066203971626,"score_spread":0.3146439083282268,"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."}}