{"id":"W4406468322","doi":"10.1145/3703465.3703468","title":"Balancing Security and Longevity: Benefits of Modular IoT Infrastructure","year":2024,"lang":"en","type":"article","venue":"","topic":"Transportation Systems and Infrastructure","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Modular design; Internet of Things; Longevity; Computer security; Operating system; Medicine","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":[0.001477721,0.000590499,0.0002404624,0.0008788401,0.0006871511,0.001949299,0.0009824038,0.0008544457,0.006467328],"category_scores_gemma":[0.005272271,0.0002374025,0.0003807033,0.000574896,0.0008715592,0.007658182,0.002513204,0.0009117685,0.0008142914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007179956,"about_ca_system_score_gemma":0.0006552172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000658393,"about_ca_topic_score_gemma":0.0008837652,"domain_scores_codex":[0.999404,0.0001138919,0.00003083956,0.0000947759,0.0001623232,0.0001942332],"domain_scores_gemma":[0.9957053,0.001020166,0.000780641,0.001117099,0.0009208455,0.0004559733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00183607,0.0004769473,0.03989872,0.000462689,0.0002733228,0.0007609016,0.001016117,0.1110231,0.05625994,0.2959206,0.01270081,0.4793708],"study_design_scores_gemma":[0.0002661744,0.002947516,0.07343833,0.0004811276,0.0007808825,0.002796277,0.004000057,0.2375915,0.04058197,0.5472397,0.08966319,0.0002132897],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.733748,0.002605356,0.1629546,0.008164659,0.000644358,0.0000843312,0.0004204155,0.001505007,0.08987328],"genre_scores_gemma":[0.9915829,0.000230036,0.005648322,0.0001239075,0.0001152616,0.000009622511,0.00006628005,0.00004583272,0.002177996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006467328,"threshold_uncertainty_score":0.02163541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005163500607951487,"score_gpt":0.1916625764605631,"score_spread":0.1864990758526116,"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."}}