{"id":"W2339645454","doi":"10.24059/olj.v8i4.1810","title":"EXPERIMENTAL ONLINE CASE STUDY FOR A BREAKTHROUGH IN STUDENT ENGAGEMENT: DESCRIPTION AND RESULTS","year":2019,"lang":"en","type":"article","venue":"Online Learning","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interactivity; Subject (documents); Student engagement; The Internet; Process (computing); Online business; Public relations; Computer science; Mathematics education; Psychology; World Wide Web; Political science","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":[0.001187815,0.0001727821,0.0001884942,0.0002880523,0.0001750072,0.0002512396,0.0001044012,0.00003763343,0.00005926419],"category_scores_gemma":[0.0001915532,0.0001758097,0.00003507732,0.00025419,0.00001294676,0.0006668327,0.0002228894,0.0002087971,0.00001772648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005247575,"about_ca_system_score_gemma":0.000007927015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00127854,"about_ca_topic_score_gemma":0.0008366415,"domain_scores_codex":[0.998705,0.00005266779,0.0003998767,0.0004210839,0.0001794527,0.0002419454],"domain_scores_gemma":[0.9994406,0.0000866155,0.0002342861,0.0001651498,0.00006272059,0.00001061471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00079114,0.009034977,0.9388652,0.0005765643,0.0001126355,0.0002492687,0.0109051,0.001414496,0.001627633,0.000894609,0.001697338,0.03383099],"study_design_scores_gemma":[0.01566563,0.0006931666,0.3944652,0.000289952,0.0001845981,0.00003626028,0.4055029,0.04687775,0.00001553296,0.0001018729,0.1352497,0.0009174332],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958277,0.00006035551,0.00004549483,0.0003777042,0.000395949,0.001372128,0.000002872477,0.00009668971,0.001821119],"genre_scores_gemma":[0.995787,0.000005232725,0.0007169242,0.0002483147,0.0005967575,0.00006177968,0.0002438639,0.00003068212,0.002309489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5444001,"threshold_uncertainty_score":0.7169313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03868039279378026,"score_gpt":0.3268271133132494,"score_spread":0.2881467205194691,"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."}}