{"id":"W3169078459","doi":"10.5430/ijhe.v10n7p34","title":"The Characteristics and Self-Regulation of Undergraduate Students in Online English Learning: A Case Study of A Private University in Thailand","year":2021,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Psychology; Distancing; Computer-assisted web interviewing; Class (philosophy); Mathematics education; Coronavirus disease 2019 (COVID-19); Medical education; Social psychology; Medicine; Marketing; Computer science; Business","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":[0.0009573029,0.00005552003,0.0001334534,0.0002338488,0.00002895941,0.00001731694,0.0001351712,0.00003365009,0.00001571364],"category_scores_gemma":[0.0001922954,0.00004794457,0.0000202214,0.0002072396,0.00002497979,0.00007555338,0.0000369616,0.0003009606,1.648128e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009194914,"about_ca_system_score_gemma":0.00009512796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002424395,"about_ca_topic_score_gemma":0.00009481925,"domain_scores_codex":[0.9982809,0.000969091,0.0003845666,0.00008558046,0.0002235057,0.00005639607],"domain_scores_gemma":[0.9983893,0.0002736358,0.000580082,0.00006905873,0.0006722669,0.0000156262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001497528,0.002624156,0.9641379,0.00000572933,0.0001536916,0.0001525402,0.02505044,0.00007324837,0.0002405324,0.001897692,0.00002050098,0.005493867],"study_design_scores_gemma":[0.001191148,0.0001527684,0.9833145,0.00006169635,0.00002083694,0.0001403986,0.01260493,0.00001773958,0.000014472,0.0002092534,0.002234604,0.0000377174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982046,0.00007897954,0.0000493521,0.0003751038,0.001095691,0.00005971604,0.000001456103,0.000002790812,0.0001322657],"genre_scores_gemma":[0.9986588,0.00002486671,0.0003699019,0.00001128509,0.0001160805,4.713857e-7,0.000005434334,0.000005036042,0.0008081245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01917659,"threshold_uncertainty_score":0.1955123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02396635283342555,"score_gpt":0.3882216777734941,"score_spread":0.3642553249400686,"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."}}