{"id":"W4225282856","doi":"10.19173/irrodl.v23i2.5769","title":"Ukrainian E-Learning Platforms for Schools: Evaluation of Their Functionality","year":2022,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Innovative Educational Technologies","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Computer science; Context (archaeology); Social constructivism; Open learning; E learning; Educational technology; Knowledge management; Class (philosophy); Quality (philosophy); Distance education; World Wide Web; Cooperative learning; Artificial intelligence; Teaching method; Mathematics education; Psychology; Pedagogy; The Internet","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02585284,0.00007135441,0.0001770508,0.0002071176,0.0003650155,0.00007861413,0.001980341,0.0000204629,0.0001410588],"category_scores_gemma":[0.007086846,0.00005169311,0.00004324999,0.0009629253,0.000121706,0.0003307881,0.001830559,0.0007473063,0.000001614927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002829464,"about_ca_system_score_gemma":0.0005819373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007594263,"about_ca_topic_score_gemma":0.000002527159,"domain_scores_codex":[0.9972902,0.0005781272,0.0004075503,0.0002416771,0.001312154,0.0001702851],"domain_scores_gemma":[0.9964917,0.001315144,0.0002920138,0.0002331102,0.001648023,0.00001995486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001537195,0.0003016123,0.02942127,0.0009041011,0.0001390786,9.146604e-7,0.001181016,0.005438404,0.0003789434,0.7537109,0.003253935,0.2051161],"study_design_scores_gemma":[0.003193347,0.0009897004,0.06928749,0.004796513,0.00002484169,0.00004460358,0.03098341,0.1922938,0.001393734,0.344362,0.3521968,0.0004338383],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8106356,0.0278658,0.0348654,0.1058973,0.0009202035,0.007192044,0.0003655689,0.0001131257,0.01214491],"genre_scores_gemma":[0.9969175,0.0009326993,0.001119425,0.00009404184,0.00002198625,0.0006287369,0.0001980259,0.000004341978,0.00008326017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.409349,"threshold_uncertainty_score":0.8960128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2535088877769138,"score_gpt":0.4877042227023651,"score_spread":0.2341953349254512,"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."}}