{"id":"W3004653240","doi":"10.5430/ijhe.v9n3p28","title":"Graduate Students’ Perspective about the MA TEFL Program at Hashemite University in Jordan","year":2020,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Arabic Language Education Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Syllabus; Curriculum; Mathematics education; Perspective (graphical); Subject (documents); Foreign language; Pedagogy; Psychology; Medical education; Computer science; Library science; Medicine","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":[0.000360338,0.00007286738,0.0001004635,0.0001028757,0.0001882915,0.00008852889,0.0006911319,0.00003112107,0.0003099832],"category_scores_gemma":[0.0001850234,0.00005788239,0.00007360422,0.0002812142,0.0002065091,0.0003016203,0.00008579156,0.0001922644,0.0000335257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009634861,"about_ca_system_score_gemma":0.0005288126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007464184,"about_ca_topic_score_gemma":0.00048516,"domain_scores_codex":[0.9985721,0.0001832597,0.000217989,0.0001198737,0.0007883532,0.0001183922],"domain_scores_gemma":[0.9984452,0.0001035486,0.0003109611,0.00006098569,0.0009895648,0.00008977624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002315896,0.001146131,0.3480987,0.000005606766,0.0003611773,0.00003852678,0.509626,0.00003857078,0.00005000323,0.07159378,0.05453086,0.01427906],"study_design_scores_gemma":[0.0004246673,0.00004751897,0.5176302,0.00003892677,0.00002884,0.000006497634,0.1412243,0.000001980156,0.00002720244,0.001600306,0.3388712,0.00009841502],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8359726,0.0006224501,0.000007860458,0.1454925,0.002448975,0.0001987053,0.000002257219,0.00001587852,0.01523871],"genre_scores_gemma":[0.989869,0.0002164625,0.0002697811,0.001117359,0.001543272,0.000004184325,0.000002086266,0.00000587569,0.006971992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3684017,"threshold_uncertainty_score":0.3394098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05274539477606083,"score_gpt":0.4190023338362189,"score_spread":0.3662569390601581,"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."}}