{"id":"W2129988987","doi":"10.1177/0265532208092433","title":"Test review: College English Test (CET) in China","year":2008,"lang":"en","type":"article","venue":"Language Testing","topic":"Educational Technology and Assessment","field":"Computer Science","cited_by":192,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Test (biology); College English; China; Psychology; Language assessment; Test of English as a Foreign Language; Mathematics education; Political science","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":[0.007446141,0.0007602825,0.00322565,0.004535535,0.0005979651,0.001192896,0.001594251,0.001191819,0.002900881],"category_scores_gemma":[0.03059378,0.0003188143,0.001048993,0.006943128,0.0008843123,0.0009492098,0.0007716336,0.0006229384,0.0004699427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003094122,"about_ca_system_score_gemma":0.01092561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04074396,"about_ca_topic_score_gemma":0.0809317,"domain_scores_codex":[0.9954639,0.00139658,0.001563624,0.000360683,0.001082928,0.0001323273],"domain_scores_gemma":[0.9734994,0.01147348,0.003506493,0.0004757868,0.01022287,0.000822046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001578689,0.0002392376,0.036948,0.1516278,0.002829411,0.0009439738,0.0004781037,0.0004283759,0.001136508,0.0007585466,0.1393269,0.6637045],"study_design_scores_gemma":[0.001853002,0.003364118,0.3141689,0.1312393,0.02105005,0.003093883,0.001565083,0.0008385925,0.002401056,0.0008900349,0.5193116,0.0002243224],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01718771,0.9630475,0.0004798873,0.007553943,0.004514816,0.0004763713,0.002155648,0.00003385757,0.004550353],"genre_scores_gemma":[0.1609806,0.8112651,0.001503884,0.01353436,0.003208121,0.001000233,0.004036045,0.00004609154,0.004425582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04074396,"threshold_uncertainty_score":0.08101356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01727451502830387,"score_gpt":0.2757766721564041,"score_spread":0.2585021571281003,"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."}}