{"id":"W2892964188","doi":"10.1016/j.iot.2018.08.009","title":"IoT-based smart homes: A review of system architecture, software, communications, privacy and security","year":2018,"lang":"en","type":"review","venue":"Internet of Things","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":344,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Home automation; Smart grid; Computer science; Context (archaeology); Computer security; Internet of Things; Architecture; Software; Telecommunications; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001469275,0.0003956223,0.001903395,0.0002777142,0.00005486705,0.0000772742,0.004514792,0.0001940646,0.000001484878],"category_scores_gemma":[0.0003428721,0.0003173646,0.0004855586,0.0004261824,0.0002407257,0.0001174302,0.002493436,0.0005080533,0.00001505451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009107523,"about_ca_system_score_gemma":0.0002720286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001606124,"about_ca_topic_score_gemma":6.42355e-7,"domain_scores_codex":[0.9971361,0.0004654069,0.001277704,0.0005041049,0.0003562854,0.0002603914],"domain_scores_gemma":[0.9950696,0.0007116143,0.001539271,0.00233546,0.0002526105,0.00009143313],"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":[0.00000141182,0.00004134265,0.000007811932,0.3876763,0.000104886,0.000002787378,0.0008094212,1.500389e-8,4.824638e-8,0.0003911634,0.005551677,0.6054131],"study_design_scores_gemma":[0.0000652942,0.00006480619,7.65087e-7,0.3439141,0.0001342414,0.0000569278,0.000001310505,0.0007473125,0.000004564495,0.0001351892,0.654677,0.0001984752],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005755677,0.9495047,0.04789301,0.00006275951,0.001372811,0.0006022936,0.000002715877,0.0001452514,0.0004106839],"genre_scores_gemma":[0.00002338192,0.930106,0.06936797,0.0002242172,0.0001598393,0.0000236788,0.00002775592,0.00002868565,0.00003847706],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6491253,"threshold_uncertainty_score":0.9999278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03595482101699887,"score_gpt":0.3086575319533804,"score_spread":0.2727027109363815,"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."}}