{"id":"W3136278153","doi":"10.19173/irrodl.v22i1.5069","title":"A System of Indicators for the Quality Assessment of Didactic Materials in Online Education","year":2021,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Process (computing); Computer science; Higher education; Knowledge management; Multimedia","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":[0.09988633,0.002049551,0.002012226,0.02309706,0.003445251,0.005700502,0.002330322,0.001968603,0.005052939],"category_scores_gemma":[0.1953081,0.00118255,0.002368052,0.01554563,0.00291864,0.008186384,0.005828488,0.002547896,0.002696163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008018925,"about_ca_system_score_gemma":0.01489833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004985145,"about_ca_topic_score_gemma":0.006459676,"domain_scores_codex":[0.9005357,0.04837451,0.02103117,0.005320644,0.02315293,0.001584987],"domain_scores_gemma":[0.7089022,0.1467675,0.02629347,0.01940549,0.09532566,0.003305623],"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":[0.002063436,0.001834512,0.1729993,0.007421447,0.00052089,0.0001882385,0.014363,0.005490117,0.01372992,0.03282126,0.03327194,0.7152959],"study_design_scores_gemma":[0.001328723,0.005708476,0.3916481,0.008385188,0.00188676,0.001133647,0.02262381,0.09636947,0.06591522,0.04402387,0.3590638,0.001912924],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1298124,0.002346643,0.7633174,0.003289057,0.0009925866,0.02659457,0.01106107,0.01250698,0.05007935],"genre_scores_gemma":[0.1409467,0.0006723957,0.8351427,0.0003176321,0.00007917445,0.01515599,0.004696665,0.0003721135,0.002616573],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.09988633,"threshold_uncertainty_score":0.5282557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1403044390438253,"score_gpt":0.562550650036063,"score_spread":0.4222462109922377,"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."}}