{"id":"W4396647972","doi":"10.23977/cpcs.2024.080103","title":"Application and Challenges of Computer Networks in Distance Education","year":2024,"lang":"en","type":"article","venue":"Computing Performance and Communication systems","topic":"Innovative Educational Techniques","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distance education; Computer science; Telecommunications; Mathematics education; 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":[0.002949961,0.0002995635,0.0003086175,0.001019379,0.001499782,0.004850646,0.001147439,0.001599527,0.004967786],"category_scores_gemma":[0.007734327,0.0001882612,0.0002462429,0.001629156,0.002405179,0.007441283,0.002152704,0.002007846,0.000669369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002821561,"about_ca_system_score_gemma":0.003050931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003576112,"about_ca_topic_score_gemma":0.003832822,"domain_scores_codex":[0.9966648,0.001939963,0.00007776338,0.0003052115,0.000801119,0.0002109991],"domain_scores_gemma":[0.9931343,0.004565523,0.0003498158,0.0003423977,0.001083272,0.0005246379],"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":[0.00004052344,0.00009207427,0.007597602,0.0006765453,0.000022805,0.000351238,0.002381988,0.008213082,0.0007883841,0.6692615,0.0150445,0.2955298],"study_design_scores_gemma":[0.00001535332,0.0001538232,0.006030619,0.001275661,0.00003216683,0.0009252894,0.01217415,0.04092734,0.00142253,0.5524126,0.3845526,0.00007779241],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1196828,0.1258102,0.1329937,0.2274317,0.003722678,0.0001859976,0.0001624713,0.0002076375,0.3898028],"genre_scores_gemma":[0.8708712,0.07409216,0.02918906,0.003015061,0.002307066,0.0001424309,0.00006237513,0.0000388589,0.02028179],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004967786,"threshold_uncertainty_score":0.02047199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03508543111282275,"score_gpt":0.3353499210853194,"score_spread":0.3002644899724967,"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."}}