{"id":"W2097574533","doi":"10.1109/ntms.2011.5720598","title":"Comparisons of Home Area Network Connection Alternatives for Multifamily Dwelling Units","year":2011,"lang":"en","type":"article","venue":"","topic":"IoT-based Smart Home Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer network; Default gateway; Computer science; Home automation; Network packet; Repeater (horology); Smart grid; Residential gateway; Network topology; Energy consumption; Embedded system; Telecommunications; Engineering; Electrical 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":[0.001242444,0.0005231106,0.000504976,0.001182284,0.0005761404,0.0006496075,0.0009682951,0.0006528386,0.004416615],"category_scores_gemma":[0.003782973,0.0001421452,0.0002992855,0.001345379,0.000219472,0.001104294,0.0004468511,0.0002134064,0.0002726756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041299,"about_ca_system_score_gemma":0.0002660293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003551824,"about_ca_topic_score_gemma":0.009139718,"domain_scores_codex":[0.9989974,0.0004139449,0.00007717244,0.0001004929,0.0002693729,0.0001416784],"domain_scores_gemma":[0.996919,0.001737813,0.0002442392,0.0002044166,0.0006821292,0.0002123347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01452986,0.001799992,0.07038221,0.001612713,0.0005145681,0.0009525804,0.0005560843,0.4278131,0.02771304,0.009594165,0.006460473,0.4380711],"study_design_scores_gemma":[0.0008017017,0.01082652,0.1366882,0.0001516079,0.0006058015,0.001006613,0.001892656,0.8150113,0.02024256,0.003921349,0.008712998,0.0001386927],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894049,0.000688953,0.004421466,0.0000955813,0.00003949484,0.0001037492,0.0002392494,0.0001808519,0.004825673],"genre_scores_gemma":[0.9967001,0.0001648114,0.002422236,0.00001047603,0.000007320632,0.00003975677,0.0001634444,0.000007127751,0.000484657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004416615,"threshold_uncertainty_score":0.01477504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07271499529114929,"score_gpt":0.2299387343699899,"score_spread":0.1572237390788406,"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."}}