{"id":"W4402351113","doi":"10.23919/jcc.2024.10670126","title":"Intelligent Internet of Things with reliable communication and collaboration technologies","year":2024,"lang":"en","type":"article","venue":"China Communications","topic":"Wireless Sensor Networks and IoT","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Computer science; Internet of Things; The Internet; World Wide Web; Computer network; Telecommunications; Human–computer interaction; Multimedia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009549446,0.00008222921,0.0001038527,0.00008855153,0.00006297319,0.0000751711,0.0003873526,0.00005900492,0.000005917189],"category_scores_gemma":[0.00001125254,0.00006985122,0.00001382353,0.0003329897,0.000176214,0.0002350973,0.0001552394,0.0002310715,0.000004737016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003389786,"about_ca_system_score_gemma":0.00001205609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006268292,"about_ca_topic_score_gemma":0.00006277984,"domain_scores_codex":[0.9996084,0.00001851631,0.0001678274,0.00007624951,0.00005407043,0.00007495246],"domain_scores_gemma":[0.9989513,0.00007970254,0.00002513118,0.0008849219,0.00004474029,0.00001425381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000034713,0.0002052307,0.001963972,0.001152935,0.0005258278,0.000002869233,0.03357762,0.02636031,0.008364324,0.6458981,0.02249628,0.2594178],"study_design_scores_gemma":[0.0001014373,0.00006860548,0.0005303861,0.0007777947,0.00004436255,0.00001182817,0.001998024,0.915222,0.008885128,0.004088919,0.06806265,0.0002088698],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5290003,0.2703834,0.08281012,0.01377168,0.0003957346,0.001332556,0.00003673758,0.006209465,0.09605999],"genre_scores_gemma":[0.9714116,0.01523351,0.01310751,0.000006561003,0.000003575604,0.00002734513,0.00003642355,0.00001940395,0.0001540338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8888617,"threshold_uncertainty_score":0.284845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009465269202986576,"score_gpt":0.2253119706903205,"score_spread":0.2158467014873339,"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."}}