{"id":"W4403464933","doi":"10.1504/ijnvo.2024.142241","title":"Unveiling learner experience in MOOC reviews","year":2024,"lang":"en","type":"article","venue":"International Journal of Networking and Virtual Organisations","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Wilfrid Laurier University","funders":"","keywords":"Computer science; Multimedia; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001568154,0.0002089223,0.0002774288,0.002041443,0.0003154631,0.001657413,0.0001695892,0.0003254833,0.0007320913],"category_scores_gemma":[0.01625247,0.00009726537,0.0001944208,0.00114412,0.0001920615,0.001159199,0.0005689271,0.0003195327,0.0003606428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000315161,"about_ca_system_score_gemma":0.0002956339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001291098,"about_ca_topic_score_gemma":0.002669863,"domain_scores_codex":[0.9982765,0.0006274707,0.0001505078,0.0002068463,0.0006507034,0.00008794227],"domain_scores_gemma":[0.9834436,0.0092233,0.003435134,0.0004042521,0.003134413,0.0003592766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007171809,0.0002522792,0.7381231,0.0005916068,0.000210315,0.0004499347,0.01294659,0.001379202,0.01714591,0.0005050434,0.003113909,0.224565],"study_design_scores_gemma":[0.0000146404,0.0005871139,0.9353758,0.0002168153,0.000196484,0.0006501629,0.01161417,0.02435042,0.009556147,0.0006468449,0.01670912,0.00008226902],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939647,0.000388816,0.00225869,0.0001590264,0.00002951426,0.00003455816,0.0003769113,0.00005301963,0.002734714],"genre_scores_gemma":[0.9963833,0.0002257892,0.001984475,0.00003897998,0.00004024677,0.00002152476,0.0003530818,0.00001775594,0.0009347468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002041443,"threshold_uncertainty_score":0.008293271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03866800818196325,"score_gpt":0.34512138939273,"score_spread":0.3064533812107667,"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."}}