{"id":"W4281760480","doi":"10.5430/wjel.v12n5p298","title":"Teaching Grammar to Iraqi EFL Students of Al- Hamdaniya University during COVID-19 Pandemic: Problems and Solutions","year":2022,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attendance; Grammar; The Internet; Coronavirus disease 2019 (COVID-19); English grammar; Mathematics education; Test (biology); Face (sociological concept); Subject (documents); Computer science; Pandemic; Psychology; Perspective (graphical); Process (computing); Medical education; Sociology; Political science; Artificial intelligence; Medicine; Linguistics; World Wide Web","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":[0.001627021,0.00007280771,0.0001908367,0.0004282118,0.001290485,0.00002268789,0.0004235559,0.00002410732,0.00007916753],"category_scores_gemma":[0.001611837,0.00007904077,0.00005699281,0.0005219484,0.0001545324,0.0001640956,0.0003596689,0.0004566243,5.133308e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006952544,"about_ca_system_score_gemma":0.0001765541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001363614,"about_ca_topic_score_gemma":0.004680993,"domain_scores_codex":[0.9987324,0.0002538131,0.0002314489,0.000128112,0.000424357,0.0002298866],"domain_scores_gemma":[0.9991299,0.0001614209,0.0002841148,0.0001083875,0.0001527193,0.0001634584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005564125,0.000191913,0.1666132,0.00003429492,0.0001348884,0.00004326449,0.8170246,0.000407386,0.002760095,0.003107031,0.006526737,0.003100945],"study_design_scores_gemma":[0.0006775851,0.00006887892,0.01616419,0.00003344076,0.0000426474,0.000009201294,0.5363918,5.479081e-7,0.00003292918,0.0001776688,0.4462697,0.0001314311],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948592,0.0006239999,0.00009440845,0.001769636,0.0004391304,0.0001610554,0.00001373217,0.0001025805,0.001936262],"genre_scores_gemma":[0.9951541,0.00008713316,0.0005202147,0.0001907001,0.000135575,0.000002555106,5.962934e-7,0.000006414918,0.003902639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.439743,"threshold_uncertainty_score":0.9925501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03203002077633461,"score_gpt":0.3356150909528275,"score_spread":0.3035850701764929,"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."}}