{"id":"W2921585510","doi":"10.24093/awej/vol10no1.25","title":"Teaching Arabic as a Second Language (TASL): Simulation of the Canadian/ American exemplary TESL Models. A Feasibility Study in Promoting a Saudi-Owned TASL Programme","year":2019,"lang":"en","type":"article","venue":"Arab World English Journal","topic":"Arabic Language Education Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arabic; Psychology; Linguistics; Medicine; Mathematics education; Traditional medicine; Medical education; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001532054,0.0006036889,0.0002778161,0.0005393858,0.003165636,0.001403006,0.001754462,0.0008715741,0.007058463],"category_scores_gemma":[0.002568793,0.0002362838,0.0004705485,0.0006105679,0.001091333,0.0006768171,0.001450617,0.0008416008,0.0008506168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0140738,"about_ca_system_score_gemma":0.01505616,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6913781,"about_ca_topic_score_gemma":0.8385851,"domain_scores_codex":[0.9992945,0.0002495251,0.00001334881,0.00007590233,0.0001414873,0.0002251562],"domain_scores_gemma":[0.9981291,0.0003656141,0.00007697598,0.00007373918,0.0003648578,0.0009897505],"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":[0.01264778,0.07333627,0.1337588,0.001621046,0.0001844361,0.006459439,0.09239757,0.2817067,0.03229,0.03199226,0.0308935,0.3027121],"study_design_scores_gemma":[0.003693873,0.02983649,0.2096237,0.0005978709,0.0002985862,0.0007595047,0.185323,0.3999356,0.01931469,0.007461302,0.1423709,0.0007844275],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858344,0.00003497902,0.0006705188,0.0002487563,0.0000172704,0.0003493286,0.0002500418,0.00003569331,0.012559],"genre_scores_gemma":[0.9871367,0.0001652325,0.004061734,0.00005554597,0.000004026148,0.0002578101,0.0003000514,0.00001285496,0.008006123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3086219,"threshold_uncertainty_score":0.6208788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03074516129384972,"score_gpt":0.335732449160989,"score_spread":0.3049872878671393,"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."}}