{"id":"W4327856564","doi":"10.1080/2331186x.2023.2188989","title":"Virtual classrooms engagement among Jordanian EFL students during the pandemic of COVID-19 period","year":2023,"lang":"en","type":"article","venue":"Cogent Education","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Student engagement; Psychology; Enthusiasm; Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Mathematics education; Perception; Medical education; Pedagogy; Social psychology","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":[0.001283376,0.00009367996,0.0001056123,0.0001497016,0.0009239049,0.00006514151,0.0006403822,0.00009958022,0.000207625],"category_scores_gemma":[0.0009375181,0.00008181605,0.00005601599,0.0005416218,0.0003645123,0.0001103733,0.0001499679,0.0001865791,0.0001123991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005525055,"about_ca_system_score_gemma":0.0006998401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000501363,"about_ca_topic_score_gemma":0.000555475,"domain_scores_codex":[0.9984446,0.0002828163,0.0002188356,0.0001926787,0.0005645436,0.0002965599],"domain_scores_gemma":[0.9992945,0.00006211508,0.0001683969,0.0002721459,0.00006294238,0.0001399657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001012083,0.0001822385,0.9632989,0.00002389502,0.00002807734,9.090346e-7,0.02732995,0.0000135454,0.00118968,0.0007165578,0.003118368,0.00408778],"study_design_scores_gemma":[0.0003180104,0.0000306531,0.8752992,0.00003650202,0.00002419987,9.248673e-7,0.1120204,0.00000727101,0.0002991729,0.0003494858,0.01150392,0.0001102836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944987,0.00005090376,0.00003554935,0.00308382,0.001053988,0.0005742332,0.000003883207,0.0002180525,0.0004808989],"genre_scores_gemma":[0.9928154,0.00017308,0.000008501024,0.0002332177,0.0001386947,0.00006371582,0.000009651055,0.000011215,0.006546547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08799968,"threshold_uncertainty_score":0.7106023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04131395102072104,"score_gpt":0.3871132551922095,"score_spread":0.3457993041714885,"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."}}