{"id":"W4399990351","doi":"10.1109/iotdi61053.2024.00006","title":"ImmunoPlane: Middleware for Providing Adaptivity to Distributed Internet-of-Things Applications","year":2024,"lang":"en","type":"article","venue":"","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Middleware (distributed applications); The Internet; Internet of Things; Computer network; Distributed computing; World Wide Web; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00172905,0.001046747,0.000583465,0.0006339182,0.000592477,0.001705792,0.002161252,0.00112141,0.00221509],"category_scores_gemma":[0.002967692,0.0008629239,0.001000119,0.0004134319,0.0007999791,0.002126413,0.002406516,0.001984293,0.001250993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007047027,"about_ca_system_score_gemma":0.001207973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001688064,"about_ca_topic_score_gemma":0.001382969,"domain_scores_codex":[0.9991568,0.0001285883,0.0001260201,0.0001332345,0.0003111148,0.000144211],"domain_scores_gemma":[0.9989997,0.0002615045,0.0001252166,0.0003387961,0.0001583933,0.0001165102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001671471,0.0007511116,0.01081999,0.001714736,0.0006686525,0.00268607,0.003267665,0.1509398,0.31989,0.08916435,0.08927464,0.3291516],"study_design_scores_gemma":[0.0002739422,0.0004424967,0.003102084,0.0001541492,0.0002186525,0.001314954,0.000331514,0.6688365,0.1247778,0.01617404,0.1841601,0.0002137943],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02232934,0.0004208908,0.895115,0.0003501122,0.0002233908,0.0003637031,0.0003285163,0.07567906,0.005189958],"genre_scores_gemma":[0.3866935,0.001082281,0.587863,0.0007397953,0.000170035,0.0007009269,0.002581065,0.007433849,0.0127355],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00221509,"threshold_uncertainty_score":0.009144247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02223411536881561,"score_gpt":0.2642176689093591,"score_spread":0.2419835535405435,"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."}}