{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003938524,0.000186929,0.0003649055,0.0003107868,0.0009721109,0.0001817898,0.0004957591,0.00004811351,0.0003536519],"category_scores_gemma":[0.002300122,0.0001442149,0.0001218684,0.001041782,0.0002466948,0.0005924936,0.0000875388,0.0009525242,0.000007526139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00102228,"about_ca_system_score_gemma":0.001172597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2315619,"about_ca_topic_score_gemma":0.8694093,"domain_scores_codex":[0.9965844,0.001202606,0.0005633703,0.0003284332,0.0006800114,0.0006412491],"domain_scores_gemma":[0.9981488,0.0004308406,0.0005020403,0.0003492555,0.0003202312,0.0002488318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000213823,0.0003215878,0.4331907,0.00001645155,0.00005096304,0.0000144449,0.5564542,0.001715318,0.00001554523,0.0001857767,0.00009788876,0.007915637],"study_design_scores_gemma":[0.001704494,0.000232566,0.3267686,0.0002402981,0.00006676653,0.00001095954,0.6625577,0.002648057,0.00002275468,0.002314918,0.002932978,0.0004999686],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790099,0.0002744226,0.00000589336,0.0009234117,0.0004548665,0.001420833,0.000006415046,0.0000394815,0.01786478],"genre_scores_gemma":[0.9979584,0.000002488336,0.0001984165,0.0003420127,0.0003125026,0.00003079302,0.000001949548,0.00002043328,0.001133014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6378474,"threshold_uncertainty_score":0.7735552,"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."}}