{"id":"W4386515856","doi":"10.19173/irrodl.v24i3.7125","title":"Online Student Engagement: The Overview of HE in Indonesia","year":2023,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitas Diponegoro","keywords":"Student engagement; Thematic analysis; Psychology; Online learning; Descriptive statistics; Qualitative property; Mathematics education; Variance (accounting); Medical education; Qualitative research; Computer science; Multimedia; Medicine; Sociology","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":[0.01249692,0.00004672709,0.0001738073,0.0001435839,0.0002294037,0.00004225087,0.001212686,0.00002409784,0.0000911661],"category_scores_gemma":[0.004264886,0.00002901309,0.00002459331,0.00158124,0.0004235594,0.00008737915,0.000969076,0.0004982901,0.0000086698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001195447,"about_ca_system_score_gemma":0.0001963921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001810005,"about_ca_topic_score_gemma":0.0008485314,"domain_scores_codex":[0.9976146,0.001046796,0.0003243466,0.0001271783,0.0007038533,0.0001832096],"domain_scores_gemma":[0.9978656,0.00159486,0.000127981,0.0001393059,0.0002537956,0.00001846697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005779664,0.0004464101,0.6624271,0.001708518,0.0001715851,0.00001148876,0.0263937,0.0001634192,0.00009798081,0.147326,0.0191368,0.1420592],"study_design_scores_gemma":[0.0003352047,0.00003302859,0.6346798,0.00568645,0.000006338101,5.200258e-7,0.1052388,0.00005888328,0.00002105899,0.002988395,0.250892,0.00005957667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.850365,0.03859155,0.000009073567,0.1055138,0.000109704,0.001169019,0.00003402484,0.00003080107,0.004177003],"genre_scores_gemma":[0.7812844,0.2180928,0.00001062909,0.00007741496,0.00001907326,0.00008381895,0.00002588086,0.000002428176,0.0004035711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2317551,"threshold_uncertainty_score":0.5105776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.311949486469913,"score_gpt":0.5831700605610526,"score_spread":0.2712205740911396,"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."}}