{"id":"W2942994009","doi":"10.19173/irrodl.v20i2.4018","title":"Systematic Mapping Study of Academic Engagement in MOOC","year":2019,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Construct (python library); Subject (documents); Student engagement; Computer science; Higher education; Face (sociological concept); Exploratory research; Mathematics education; Psychology; Pedagogy; Sociology; World Wide Web; Political science; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0234156,0.0005972494,0.001739235,0.02152989,0.001410148,0.001994366,0.0009213295,0.0009025119,0.001964692],"category_scores_gemma":[0.09424444,0.000374484,0.001759696,0.01798487,0.001426667,0.002286816,0.003212035,0.0006389399,0.0002545437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002676082,"about_ca_system_score_gemma":0.01688531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004468895,"about_ca_topic_score_gemma":0.008689017,"domain_scores_codex":[0.9773941,0.01106883,0.005030178,0.002027672,0.00384194,0.000637336],"domain_scores_gemma":[0.9131206,0.0628605,0.008223628,0.003895561,0.01099571,0.0009040359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006868842,0.0004627618,0.09928766,0.2312058,0.003832606,0.002351687,0.1267798,0.000584559,0.004073517,0.009539925,0.005121146,0.5160736],"study_design_scores_gemma":[0.000474872,0.002802335,0.259139,0.2211459,0.01490561,0.002972556,0.3396706,0.001800556,0.007048318,0.01249335,0.137299,0.0002480688],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7367729,0.1983372,0.02804989,0.002435017,0.000620408,0.01502972,0.006147886,0.0001654529,0.0124414],"genre_scores_gemma":[0.926792,0.03704209,0.02094697,0.0006772499,0.00009991226,0.01036029,0.002574303,0.00005155855,0.001455615],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0234156,"threshold_uncertainty_score":0.123835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1104044285915729,"score_gpt":0.4583993179337443,"score_spread":0.3479948893421714,"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."}}