{"id":"W3035722626","doi":"10.1109/mce.2020.3002483","title":"Home Automation System Coordinator Replacement With One-Touch Network Recommissioning","year":2020,"lang":"en","type":"article","venue":"IEEE Consumer Electronics Magazine","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Science Foundation Ireland","keywords":"Home automation; Computer science; Architecture; Rendering (computer graphics); Automation; Network architecture; Networking hardware; Telecommunications; Computer network; Computer security; Engineering","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":[0.001721897,0.0005540604,0.0006442548,0.0003440764,0.000470418,0.001430565,0.001768815,0.0006525643,0.006118659],"category_scores_gemma":[0.003600983,0.0002393931,0.0004441394,0.0002957066,0.0008030889,0.002047319,0.001548486,0.0008826775,0.0007736731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005733931,"about_ca_system_score_gemma":0.0007938131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001979775,"about_ca_topic_score_gemma":0.002564255,"domain_scores_codex":[0.9984565,0.0005655652,0.0001083038,0.0002063374,0.0004029828,0.0002603297],"domain_scores_gemma":[0.9965038,0.0008418234,0.0002853595,0.001527279,0.0005629605,0.000278839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00397989,0.002047474,0.03125727,0.001184162,0.0003511329,0.002955308,0.002124874,0.4009418,0.1328082,0.04239192,0.02498317,0.3549747],"study_design_scores_gemma":[0.0005247453,0.002663276,0.007889563,0.00008236792,0.0001714074,0.001425414,0.0004549707,0.8082512,0.1224401,0.004391186,0.05156015,0.0001455718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5582657,0.0008972667,0.3874109,0.0007101803,0.0005445009,0.0005705131,0.0002159459,0.02082905,0.03055576],"genre_scores_gemma":[0.9697585,0.0000662938,0.02637087,0.0001098157,0.00002259361,0.00004259401,0.0000752538,0.0001818227,0.003372315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006118659,"threshold_uncertainty_score":0.02046895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01038171395019086,"score_gpt":0.1909663558264258,"score_spread":0.180584641876235,"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."}}