{"id":"W4383908204","doi":"10.5430/wjel.v13n7p68","title":"Students’ Readiness and Perception on the Effectiveness of Online Education Post Covid-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Teknologi MARA","keywords":"Pandemic; Popularity; Coronavirus disease 2019 (COVID-19); Online learning; Psychology; Perception; E learning; Test (biology); Flexibility (engineering); Significant difference; Medical education; Electronic learning; Mathematics education; Medicine; Educational technology; Computer science; Social psychology; Multimedia; Mathematics; Statistics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002708709,0.00007074291,0.0001677679,0.0003452162,0.0002085749,0.00002693242,0.000262796,0.00004544471,0.00005250196],"category_scores_gemma":[0.00870818,0.00005044202,0.00004575796,0.0007533524,0.0002355436,0.0001087708,0.00004362637,0.0002158276,0.000003710295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002564043,"about_ca_system_score_gemma":0.0003503106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003121333,"about_ca_topic_score_gemma":0.001359938,"domain_scores_codex":[0.9988222,0.0004179007,0.0002155221,0.00009746278,0.0003220727,0.000124903],"domain_scores_gemma":[0.9977335,0.001362077,0.0002368651,0.0001178391,0.0004824222,0.00006731697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003283003,0.0005522399,0.428557,0.0001790061,0.0001617012,0.000008883396,0.500213,0.00004755087,0.01100255,0.009930703,0.009963566,0.0390555],"study_design_scores_gemma":[0.0002939979,0.00006969447,0.6010457,0.0001726006,0.00003075865,0.000002239691,0.3852283,3.311558e-7,0.0001091488,0.0006574446,0.01231555,0.00007429659],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958388,0.0003559715,0.000007565629,0.001477751,0.0009082987,0.0001824881,0.00000802645,0.00009437496,0.001126721],"genre_scores_gemma":[0.9978309,0.0003914489,0.00003694056,0.0002520447,0.0004794149,0.00000990453,0.000005284916,0.000006991292,0.0009870884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1724886,"threshold_uncertainty_score":0.9996419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02593170860416679,"score_gpt":0.389799263739112,"score_spread":0.3638675551349452,"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."}}