{"id":"W2358508380","doi":"","title":"LonWorks Technology and Its Application to Intelligent Residential Quarters","year":2001,"lang":"en","type":"article","venue":"Beijing Gongye Daxue xuebao","topic":"Power Systems and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"LonWorks; Quarter (Canadian coin); Electricity; Automation; Engineering; Building automation; Software; Controller (irrigation); Metre; Embedded system; Computer science; Control system; Electrical engineering; Operating system; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001111588,0.0001704047,0.0001915791,0.000479888,0.00008268189,0.00005592584,0.0002517577,0.0002206591,0.00001039524],"category_scores_gemma":[0.00004133947,0.000179285,0.00002933544,0.0006719711,0.00003033216,0.0001164374,0.00009241428,0.000202286,0.0001896874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006915654,"about_ca_system_score_gemma":0.000006491504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002718692,"about_ca_topic_score_gemma":0.0001042709,"domain_scores_codex":[0.999031,0.000007794514,0.000247612,0.000274538,0.0001065828,0.0003324939],"domain_scores_gemma":[0.999496,0.00002071361,0.00003209841,0.0003462209,0.00003312832,0.00007183578],"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":[0.00008352022,0.0001388242,0.02225174,0.0004876337,0.0003940537,0.0002296032,0.002032688,0.01692113,0.1659721,0.08688128,0.02258609,0.6820213],"study_design_scores_gemma":[0.0009746487,0.0003559722,0.008154405,0.0005685919,0.00009473192,0.0004503083,0.002428916,0.05072628,0.09811302,0.004237087,0.8319279,0.001968164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.869575,0.002140864,0.1222829,0.0008893426,0.000543641,0.0004934763,0.000005891197,0.001967948,0.002100926],"genre_scores_gemma":[0.9987881,0.0001457749,0.0004959647,0.00002622069,0.00007942796,0.0001177056,0.000004511673,0.00003285753,0.000309449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8093418,"threshold_uncertainty_score":0.731103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007134122593960761,"score_gpt":0.2198665008196136,"score_spread":0.2127323782256528,"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."}}