{"id":"W3014169892","doi":"10.1186/s41239-020-0180-z","title":"Features fostering academic and social integration in blended synchronous courses in graduate programs","year":2020,"lang":"en","type":"article","venue":"International Journal of Educational Technology in Higher Education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Attrition; Blended learning; Higher education; Technology integration; Qualitative research; Mathematics education; Social integration; Data collection; Psychology; The Internet; Qualitative property; Academic year; Pedagogy; Sociology; Medical education; Educational technology; Computer science; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003861523,0.0001081027,0.0001780919,0.0009177549,0.00005984789,0.00005491886,0.0003555855,0.0002254203,0.00007076583],"category_scores_gemma":[0.0003821156,0.0001144143,0.00003395261,0.0006085718,0.0001757056,0.0004827859,0.00005348373,0.0008634883,0.00000318557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003772095,"about_ca_system_score_gemma":0.001516089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001592709,"about_ca_topic_score_gemma":0.0003862983,"domain_scores_codex":[0.9986181,0.0001216867,0.0005160265,0.0001848631,0.0003708146,0.0001885252],"domain_scores_gemma":[0.9991738,0.0001316953,0.000349299,0.0000378398,0.0002582739,0.00004911429],"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":[0.000136068,0.0007111757,0.337741,0.00002097111,0.00003463076,0.0000123036,0.01741047,0.00005428583,0.001668309,0.2899415,0.000513738,0.3517556],"study_design_scores_gemma":[0.001321587,0.0001660981,0.7316723,0.0006275555,0.0000205697,0.00006038753,0.03797877,0.00004032659,0.000293917,0.2190557,0.008425304,0.0003374183],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5974145,0.0004651306,0.000003177693,0.4005141,0.0008557963,0.000109915,8.793673e-7,0.00000947936,0.0006270158],"genre_scores_gemma":[0.9967986,0.0002521069,0.001246918,0.000370998,0.001135074,0.00003132316,0.00001892008,0.000009390777,0.0001366184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4001431,"threshold_uncertainty_score":0.4665678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06780342306661623,"score_gpt":0.4031755421241918,"score_spread":0.3353721190575755,"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."}}