{"id":"W2990027582","doi":"10.5430/ijhe.v9n1p89","title":"A Remedial English Course from the Freshmen EFL Learners’ Viewpoints and Expectations at the Hashemite University in Jordan","year":2019,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hashemite University","keywords":"Syllabus; Remedial education; Viewpoints; Mathematics education; Curriculum; Psychology; Set (abstract data type); Course (navigation); Medical education; Pedagogy; Computer science; Engineering; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005158223,0.00005291702,0.0000737064,0.00005431641,0.0001347145,0.00007356623,0.0004256011,0.00004027243,0.0009458247],"category_scores_gemma":[0.0001264835,0.00003949926,0.00003696299,0.0000759627,0.0001356872,0.00031538,0.00004924533,0.0001559753,0.00006158718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004808614,"about_ca_system_score_gemma":0.0004989069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005369207,"about_ca_topic_score_gemma":0.001666447,"domain_scores_codex":[0.9991211,0.0001903444,0.0001878742,0.00009236584,0.0003221837,0.0000861886],"domain_scores_gemma":[0.9988614,0.0005129568,0.0002529768,0.00007524626,0.0002545484,0.00004291271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005823849,0.0001010808,0.8018163,7.3225e-7,0.0001104113,0.000002488211,0.1561783,0.00001863439,0.00006218522,0.006855879,0.03106234,0.003733391],"study_design_scores_gemma":[0.000571928,0.00001025345,0.5706688,0.00004815954,0.00001897447,0.000001954401,0.08693907,0.000002760309,0.0000234584,0.003009971,0.3386299,0.00007479445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597211,0.0003024927,0.00000120852,0.0253577,0.005087642,0.0001083247,0.000003711386,0.000004094578,0.00941373],"genre_scores_gemma":[0.9897701,0.0001958426,0.0001655347,0.0005753882,0.001022285,0.000001634137,0.000008497936,0.000004438938,0.008256306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3075675,"threshold_uncertainty_score":0.9999675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01178563365180049,"score_gpt":0.300212446003224,"score_spread":0.2884268123514235,"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."}}