{"id":"W4410193796","doi":"10.19173/irrodl.v26i2.8035","title":"Quality Criteria for Online Courses Development","year":2025,"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":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Distance education; Quality (philosophy); Educational technology; Mathematics education; Multimedia; Psychology","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":[0.04992804,0.001070898,0.001481267,0.01985784,0.003792531,0.008260895,0.002852047,0.001982998,0.02043611],"category_scores_gemma":[0.2201973,0.0005380007,0.002159657,0.01756245,0.002386184,0.004010941,0.00566715,0.001793944,0.003623178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006457451,"about_ca_system_score_gemma":0.02112478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007675018,"about_ca_topic_score_gemma":0.01133716,"domain_scores_codex":[0.9240343,0.0170831,0.01998247,0.002209741,0.03384625,0.002844192],"domain_scores_gemma":[0.7280216,0.08890612,0.02823932,0.008548455,0.1381682,0.008116255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001540033,0.0008617173,0.08002041,0.01605626,0.0003649711,0.00121447,0.01450271,0.003853384,0.004649578,0.1245778,0.09401523,0.6583433],"study_design_scores_gemma":[0.0005201339,0.001838281,0.08862872,0.01223977,0.0003782958,0.001229196,0.01496045,0.008146543,0.005739878,0.05958835,0.8063745,0.0003558457],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1630585,0.02550981,0.3090065,0.01403201,0.004396032,0.05177865,0.02209422,0.001644909,0.4084794],"genre_scores_gemma":[0.4449332,0.005552324,0.4793291,0.001880152,0.000592415,0.03602751,0.01111203,0.0006432303,0.01993005],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04992804,"threshold_uncertainty_score":0.2640479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1724913698444918,"score_gpt":0.5536298081999002,"score_spread":0.3811384383554084,"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."}}