{"id":"W2897009363","doi":"10.5430/ijhe.v7n5p138","title":"Improvement of the College of Telecommunication and Information Network QoS by Renewing Its Basic Infrastructure","year":2018,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"IoT-based Smart Home Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pace; Telecommunications; Quality of service; Computer science; Bandwidth (computing); Process (computing); Engineering management; Computer network; Engineering","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":[0.001787376,0.0004712651,0.0003421568,0.00139011,0.002348755,0.00504874,0.0008730191,0.001428444,0.03606709],"category_scores_gemma":[0.005185574,0.0001985983,0.0003361058,0.002347311,0.00073328,0.002506783,0.002262514,0.002958401,0.01111436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004676559,"about_ca_system_score_gemma":0.0202743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0157554,"about_ca_topic_score_gemma":0.01003382,"domain_scores_codex":[0.9979473,0.0002624098,0.0001031538,0.0003021802,0.0009042674,0.0004807803],"domain_scores_gemma":[0.9888977,0.0006453208,0.0005303732,0.0008814208,0.005575043,0.003470106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001603245,0.0003533715,0.0204078,0.0004192167,0.00001875203,0.0003895103,0.0009571089,0.002244643,0.009832934,0.08613563,0.2462697,0.6328111],"study_design_scores_gemma":[0.00001889625,0.00007201415,0.01130191,0.00007657098,0.00001022426,0.0003854531,0.0005502241,0.002375331,0.004238598,0.003990954,0.9769456,0.00003408471],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.112162,0.01309192,0.1035164,0.1093598,0.01237741,0.001174688,0.002136357,0.00539079,0.6407907],"genre_scores_gemma":[0.4801564,0.008221113,0.05943182,0.006310813,0.003407877,0.0003879105,0.002589187,0.0006115538,0.4388833],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03606709,"threshold_uncertainty_score":0.1206565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003496296400072315,"score_gpt":0.2249948667267699,"score_spread":0.2214985703266976,"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."}}