{"id":"W1985725881","doi":"10.5539/ies.v8n2p113","title":"Teaching Culture in the Classroom to Arabic Language Students","year":2015,"lang":"en","type":"article","venue":"International Education Studies","topic":"Arabic Language Education Studies","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linguistics; Merge (version control); Semitic languages; Competence (human resources); Communicative competence; Language education; Linguistic competence; Communicative language teaching; Arabic; Psychology; Comprehension approach; Sociology of language; Language assessment; Pedagogy; Computer science; Social psychology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001644214,0.0001079104,0.0001276002,0.0001609641,0.0003286345,0.0001275574,0.00071475,0.00003532649,0.0000295491],"category_scores_gemma":[0.005197135,0.00007596034,0.00003632911,0.0002904494,0.0001084359,0.0002500751,0.0001235637,0.0001838808,0.0001992339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005545121,"about_ca_system_score_gemma":0.0003481388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003224538,"about_ca_topic_score_gemma":0.003370514,"domain_scores_codex":[0.9981184,0.0003185764,0.0002301613,0.0002143077,0.0009295269,0.0001890179],"domain_scores_gemma":[0.9985533,0.0002128276,0.00008737985,0.0001612688,0.0009048689,0.00008031318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006535497,0.0002336674,0.04622017,0.000002445277,0.00005515287,0.00000163706,0.774497,0.000005708651,0.000005496292,0.01066219,0.1606803,0.007629622],"study_design_scores_gemma":[0.00009936907,0.00001015068,0.01031994,0.00002370617,0.000006129224,0.000001222615,0.6130467,3.908848e-7,0.000002353113,0.001581803,0.3748379,0.00007027481],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8395154,0.003479498,0.00006332347,0.06399231,0.005984791,0.0004185123,0.000004497959,0.000061242,0.0864804],"genre_scores_gemma":[0.9593831,0.0001014974,0.0009836797,0.005985945,0.001440089,0.000271609,0.000008221019,0.000007319493,0.03181853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2141576,"threshold_uncertainty_score":0.6221831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09439429319131339,"score_gpt":0.5197868817234621,"score_spread":0.4253925885321487,"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."}}