{"id":"W3185508569","doi":"10.3390/en14154572","title":"Modeling of Interconnected Infrastructures with Unified Interface Design toward Smart Cities","year":2021,"lang":"en","type":"article","venue":"Energies","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada; University of Ontario Institute of Technology","keywords":"Modular design; Interface (matter); Key (lock); Process (computing); Systems engineering; Systems modeling; Systems design; Computer science; Engineering design process; System of systems; Control (management); Distributed computing; Engineering; Computer security","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":[0.0001557955,0.0003085408,0.0005139329,0.0001745613,0.00006896295,0.00007504234,0.0003121906,0.0001188926,0.0002675357],"category_scores_gemma":[0.0001558556,0.0002530622,0.00009180213,0.0003889589,0.0001239241,0.0002067167,0.0001500955,0.0001531666,0.000006178196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000072376,"about_ca_system_score_gemma":0.0002361024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006340492,"about_ca_topic_score_gemma":0.002413915,"domain_scores_codex":[0.9981446,0.0002958328,0.0004937601,0.0003909332,0.0003187217,0.0003561864],"domain_scores_gemma":[0.9987738,0.0001613511,0.0001242219,0.0005284716,0.0003306764,0.00008148744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000113316,0.00001785453,0.0001136517,0.00006857932,0.0002170431,0.00004112202,0.001769894,0.9526489,0.03394946,0.01032903,0.0002362131,0.0004949763],"study_design_scores_gemma":[0.0007605303,0.0001393606,0.00008404842,0.0003507289,0.00005379536,0.00009659004,0.008343956,0.1519583,0.8338789,0.002009166,0.00186619,0.0004583459],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8856015,0.001127978,0.1011527,0.00007495003,0.0005248821,0.00006815327,0.000007803453,0.0002509812,0.01119098],"genre_scores_gemma":[0.9860008,0.00005791378,0.01131485,0.00004285193,0.0001177094,0.0000261022,0.00002942296,0.00006755107,0.002342789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8006905,"threshold_uncertainty_score":0.9999921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02466563366268954,"score_gpt":0.2284239087017136,"score_spread":0.2037582750390241,"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."}}