{"id":"W3000256453","doi":"10.5539/elt.v13n2p75","title":"Chinese Language in Saudi Arabia: Challenges and Recommendations","year":2020,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Psychology; Aptitude; Mathematics education; Foreign language; Inclusion (mineral); Descriptive statistics; Pedagogy; Developmental psychology; Social psychology","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":[0.003425825,0.0005019822,0.0004415052,0.001542994,0.002242293,0.003898345,0.001129039,0.002223457,0.006125263],"category_scores_gemma":[0.006234236,0.000186035,0.0004369625,0.001490589,0.001186723,0.003944526,0.001895269,0.001502302,0.0007066635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00433026,"about_ca_system_score_gemma":0.02861785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1119364,"about_ca_topic_score_gemma":0.1415727,"domain_scores_codex":[0.9984512,0.000599682,0.0001854067,0.0001335366,0.0003080556,0.0003220388],"domain_scores_gemma":[0.9931773,0.001792887,0.000525317,0.00009291737,0.003351687,0.001059918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002058799,0.0002263714,0.1017126,0.01630133,0.0001513887,0.004044572,0.02361623,0.0005149276,0.001492886,0.01196158,0.1344782,0.7052942],"study_design_scores_gemma":[0.00005636237,0.0002135688,0.1087878,0.02694069,0.0003426559,0.002921381,0.3448934,0.0009273749,0.001253618,0.00873838,0.5047678,0.0001571135],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08415037,0.3697279,0.0007645354,0.5202876,0.003533285,0.0001697027,0.0008374462,0.00007644413,0.02045266],"genre_scores_gemma":[0.5345148,0.3909176,0.004960154,0.05457589,0.001312678,0.0002848541,0.0009931336,0.00002828598,0.01241251],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1119364,"threshold_uncertainty_score":0.2225696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04420478499437096,"score_gpt":0.4153150251391882,"score_spread":0.3711102401448172,"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."}}