{"id":"W4315607680","doi":"10.18280/isi.270605","title":"A Systematic Literature Review on Recommender Systems for MOOCs","year":2022,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Recommender system; Computer science; World Wide Web; Qualitative analysis; The Internet; Online learning; Massive open online course; Quantitative analysis (chemistry); Information retrieval; Multimedia; Data science; Qualitative research","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":[0.009026168,0.001599789,0.004578949,0.02294518,0.0009359122,0.003188079,0.001772263,0.002427038,0.00575158],"category_scores_gemma":[0.04380612,0.001137406,0.00536087,0.01690853,0.0008053116,0.003755881,0.001439799,0.001395773,0.001028244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00332796,"about_ca_system_score_gemma":0.01350865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01380098,"about_ca_topic_score_gemma":0.02934412,"domain_scores_codex":[0.992816,0.002295599,0.002115882,0.0008059493,0.001774719,0.0001918271],"domain_scores_gemma":[0.9450695,0.04381536,0.004593591,0.0006664674,0.005342846,0.0005121817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001353409,0.00007184558,0.001823128,0.6109995,0.003159561,0.0002371463,0.0005690146,0.0004688644,0.0004384101,0.00117714,0.008276252,0.3726438],"study_design_scores_gemma":[0.0001431826,0.0004813742,0.01048557,0.8049967,0.01742456,0.0009936196,0.00108428,0.0005051857,0.0004669783,0.0015016,0.1618071,0.0001099548],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005644514,0.9973528,0.000488325,0.0004522244,0.0001587875,0.0001325896,0.0002380955,0.00001402166,0.0005986519],"genre_scores_gemma":[0.005797777,0.991003,0.001910713,0.0004415316,0.0001698268,0.0002139899,0.0002551024,0.000006956618,0.0002010881],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02294518,"threshold_uncertainty_score":0.04773551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591854993925384,"score_gpt":0.2590396926307049,"score_spread":0.243121142691451,"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."}}