{"id":"W4396853562","doi":"10.1109/fnwf58287.2023.10520348","title":"Welcome Message","year":2023,"lang":"en","type":"article","venue":"","topic":"IoT Networks and Protocols","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telecommunications; Standardization; Software deployment; Computer science; Global network","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004893333,0.00003332694,0.00003667702,0.00002138922,0.00001327334,0.00001125542,0.00004232488,0.00002153573,0.0008336189],"category_scores_gemma":[9.64546e-7,0.00002832377,0.00001457209,0.0001499942,0.00000263336,0.00002396248,0.00001000199,0.00003645906,0.001703826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003955156,"about_ca_system_score_gemma":9.538251e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000116851,"about_ca_topic_score_gemma":0.000001264731,"domain_scores_codex":[0.9997806,0.00000228248,0.00004120827,0.00003265721,0.00003426322,0.0001089683],"domain_scores_gemma":[0.9998935,0.00001255787,0.000001445743,0.00007045176,0.000002351943,0.00001968396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001428527,0.000002595495,0.0004185321,0.0000520563,0.00001811377,0.00002033354,0.00006937476,0.05550686,0.0006130893,0.006516862,0.9059024,0.03087829],"study_design_scores_gemma":[0.0001466062,0.000009323677,0.004193773,0.00001116581,0.000001331385,0.000001196761,0.00001269495,0.1811027,0.001368119,0.001495488,0.8115217,0.0001358933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008533734,0.00003394554,0.004023316,0.0001552851,0.0007504248,0.001554133,0.000001432376,0.00345679,0.9814909],"genre_scores_gemma":[0.9824222,0.00002675085,0.0003291593,0.00008411927,0.0004410415,0.001131773,0.000006168561,0.00003120098,0.01552764],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9738884,"threshold_uncertainty_score":0.9990734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639576860328632,"score_gpt":0.2436037561597749,"score_spread":0.2272079875564886,"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."}}