{"id":"W1873231586","doi":"10.3968/j.css.1923669720070303.017","title":"An Attempted Evaluation of Compuer Assisted Language Learning in China EVALUATION DE L'APPRENTISSAGE DES LANGUES ASSISTE PAR ORDINATEUR EN CHINE","year":2010,"lang":"fr","type":"article","venue":"Canadian social science","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Constructive; China; Humanities; Computer science; Artificial intelligence; Linguistics; Philosophy; Political science; Programming language","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":[0.01243673,0.0003987732,0.000680413,0.0018102,0.0004210195,0.001134856,0.0006053653,0.000476991,0.001208],"category_scores_gemma":[0.01316718,0.0001123473,0.0006517761,0.002248934,0.0004958962,0.0007939284,0.0008548847,0.0002995681,0.0001129516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003863562,"about_ca_system_score_gemma":0.005981399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01355837,"about_ca_topic_score_gemma":0.01761611,"domain_scores_codex":[0.9935922,0.003179062,0.000664481,0.0002865919,0.002060099,0.0002175586],"domain_scores_gemma":[0.9924846,0.002189544,0.0008517117,0.0001618011,0.003976943,0.000335261],"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":[0.009471103,0.001654389,0.1150066,0.02028242,0.001466817,0.0007419151,0.008932084,0.002248121,0.01507122,0.004433589,0.002215896,0.8184758],"study_design_scores_gemma":[0.00225962,0.0687144,0.7619649,0.008063182,0.007121045,0.0005740698,0.01339135,0.004595308,0.04695489,0.0009541227,0.08513351,0.0002736537],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663668,0.02090411,0.0006382273,0.0005344704,0.00009269646,0.001034078,0.0002015818,0.00001597948,0.01021197],"genre_scores_gemma":[0.9870182,0.008907896,0.001200832,0.0001750891,0.00003512286,0.000537139,0.0001515086,0.000003783579,0.001970424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01355837,"threshold_uncertainty_score":0.06577253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03059457985303362,"score_gpt":0.3273874158545764,"score_spread":0.2967928360015428,"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."}}