{"id":"W3168550445","doi":"10.1007/s11423-021-10045-0","title":"Exploring students’ learning experience in online education: analysis and improvement proposals based on the case of a Spanish open learning university","year":2021,"lang":"en","type":"article","venue":"Educational Technology Research and Development","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"Comisión Nacional de Investigación Científica y Tecnológica; CHIST-ERA; Universitat de Barcelona; Agencia Nacional de Investigación y Desarrollo; Agenția Națională pentru Cercetare și Dezvoltare","keywords":"Adaptation (eye); Context (archaeology); Educational technology; Higher education; Distance education; Process (computing); Pedagogy; Perception; Technology integration; Psychology; Mathematics education; Sociology; Knowledge management; Computer science; Political science","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":[0.003490665,0.000327211,0.0002884232,0.0020222,0.002733352,0.004174938,0.001372894,0.001678616,0.002539408],"category_scores_gemma":[0.004924973,0.0001498261,0.0004953751,0.001579187,0.002844092,0.001785917,0.002461126,0.0009230667,0.0003079162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003472203,"about_ca_system_score_gemma":0.001953614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008406218,"about_ca_topic_score_gemma":0.01361161,"domain_scores_codex":[0.9976935,0.001209504,0.00006937391,0.0001836611,0.0003432547,0.0005007895],"domain_scores_gemma":[0.9964157,0.002122017,0.0002806589,0.0001533847,0.0004396253,0.0005884924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001918326,0.001187455,0.09530616,0.0003754632,0.00002551881,0.01104584,0.7808579,0.0008507415,0.00631023,0.007329523,0.001129083,0.09539023],"study_design_scores_gemma":[0.00001188404,0.0002859857,0.06603253,0.0001446087,0.0000225512,0.001272416,0.908804,0.001554988,0.002064549,0.0008578675,0.01891429,0.00003430377],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990088,0.0001180833,0.001790123,0.0004633099,0.000009793301,0.00006208351,0.000022588,0.00001556738,0.007430452],"genre_scores_gemma":[0.9968035,0.0001249996,0.0008028977,0.00003912154,0.000004351023,0.00002108304,0.0000197351,0.000005177276,0.002179081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008406218,"threshold_uncertainty_score":0.02519274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1451242454133793,"score_gpt":0.3890231553908191,"score_spread":0.2438989099774398,"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."}}