{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008156399,0.0009620673,0.000730619,0.002052163,0.002316155,0.002010514,0.001992134,0.002440995,0.0140217],"category_scores_gemma":[0.01850483,0.0003894685,0.0007284956,0.001823076,0.001379514,0.001958308,0.002828881,0.001353562,0.002554991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001822932,"about_ca_system_score_gemma":0.001737888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008278228,"about_ca_topic_score_gemma":0.00135164,"domain_scores_codex":[0.9893966,0.006449449,0.0006241298,0.0008357843,0.001686448,0.001007492],"domain_scores_gemma":[0.9748662,0.01698096,0.0008571489,0.001923496,0.003771628,0.001600651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007381553,0.192222,0.05550485,0.005807725,0.0002629788,0.01295325,0.1246545,0.009763852,0.04121279,0.01685954,0.01421067,0.5191663],"study_design_scores_gemma":[0.00609761,0.1026869,0.1102555,0.002294948,0.0005710666,0.01161681,0.258164,0.03370492,0.2122904,0.01476368,0.2468647,0.000689572],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9377451,0.0002938892,0.02304351,0.0004523963,0.00007391944,0.009029475,0.0006295022,0.0001838247,0.02854845],"genre_scores_gemma":[0.9467357,0.0003446196,0.0300003,0.0002877354,0.00006748241,0.009434633,0.000722823,0.0000727997,0.01233391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0140217,"threshold_uncertainty_score":0.04690725,"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."}}