{"id":"W4206032109","doi":"10.22158/wjer.v9n1p97","title":"A Brief Discussion of the Social Impact of the IELTS in the Society of China","year":2022,"lang":"en","type":"article","venue":"World Journal of Educational Research","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"China; Test (biology); Political science; Psychology; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002919637,0.00004633785,0.0001190404,0.0001177347,0.0007263208,0.00002836008,0.0005974279,0.000009767799,0.005560501],"category_scores_gemma":[0.0003555983,0.0000175758,0.0003956909,0.0002612041,0.0003135539,0.00005914726,0.0001233978,0.00102241,3.230321e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000102098,"about_ca_system_score_gemma":0.0007167672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001671669,"about_ca_topic_score_gemma":0.0005480898,"domain_scores_codex":[0.9977649,0.0008872222,0.0002933903,0.00005119572,0.0008752599,0.0001280144],"domain_scores_gemma":[0.9985779,0.000783933,0.0003236219,0.0001307333,0.0001682448,0.00001555228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001472665,0.0009537323,0.05605393,0.00006618391,0.0001719776,4.355782e-7,0.7349635,0.0005007589,0.0009206624,0.08772499,0.1128803,0.00561624],"study_design_scores_gemma":[0.000471403,0.0001788836,0.8263512,0.0001507617,0.0000199672,0.00001600674,0.13408,0.00005163327,0.00005916437,0.00613322,0.0324282,0.00005958645],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629641,0.000374038,1.471033e-7,0.02595849,0.0001770678,0.00008189064,0.00001679602,3.128065e-7,0.01042722],"genre_scores_gemma":[0.9896056,0.000003990472,0.000005683231,0.00008153719,0.0004249674,0.000003682357,0.000001394631,0.000005130127,0.009868016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7702972,"threshold_uncertainty_score":0.9953486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07738520388156461,"score_gpt":0.4098764704477788,"score_spread":0.3324912665662142,"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."}}