{"id":"W4360618389","doi":"10.5430/jct.v12n2p55","title":"Modern Tools for Increasing the Effectiveness of Distance Education in the Conditions of Digitalization","year":2023,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digitization; Distance education; Regional science; Quality (philosophy); Political science; Geography; Mathematics education; Mathematics; Computer science; Telecommunications","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":[0.003664727,0.00004837442,0.0002005884,0.000132704,0.00006672575,0.0000451919,0.0001289599,0.00002387622,0.000001429966],"category_scores_gemma":[0.00118093,0.00003462298,0.00006127287,0.00008718731,0.00003838573,0.0003757807,0.00001501529,0.0000974033,4.112237e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003240729,"about_ca_system_score_gemma":0.00002331973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004932707,"about_ca_topic_score_gemma":0.000005620547,"domain_scores_codex":[0.9992718,0.00009825827,0.000472708,0.00006460188,0.0000243275,0.00006833817],"domain_scores_gemma":[0.9982414,0.001054217,0.0005660012,0.00008813594,0.00003953438,0.0000107157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003135038,0.0001554785,0.1581225,0.0002033048,0.00003748335,3.930664e-7,0.00388778,0.001930456,0.0001175058,0.8281192,0.00008638791,0.007308222],"study_design_scores_gemma":[0.001211455,0.0001921731,0.4600318,0.0007944822,0.00003527102,0.000045557,0.004036815,0.02614169,0.0001178168,0.500285,0.0069184,0.0001895546],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824954,0.0006709616,0.0115054,0.0001335839,0.0001837912,0.0001400083,0.00003334771,0.000002142192,0.004835417],"genre_scores_gemma":[0.9996425,0.00006077753,0.0001701331,0.00001682678,0.00007185559,0.000008407582,0.00001102031,0.000005664325,0.00001283476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3278342,"threshold_uncertainty_score":0.1413769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02150102491281139,"score_gpt":0.2863460702695099,"score_spread":0.2648450453566985,"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."}}