{"id":"W2547502359","doi":"10.1002/9781119036821.ch12","title":"A Complex Adaptive System of Systems Approach to Human–Automation Interaction in Smart Grid","year":2015,"lang":"en","type":"other","venue":"","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Petri net; Automation; Computer science; Dynamism; Realization (probability); Grid; Process architecture; Complex system; Autonomy; Normative; Artificial intelligence; Software engineering; Distributed computing; Engineering; Epistemology; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002786292,0.0001588246,0.0005622053,0.0008021818,0.00001405798,0.000003196836,0.00007210011,0.0004328676,0.00002494723],"category_scores_gemma":[0.00002578371,0.000137961,0.0000297625,0.0002575011,0.00002102732,0.00002170585,0.00002920261,0.0002733134,0.00005803111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003983289,"about_ca_system_score_gemma":0.00007164155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006132168,"about_ca_topic_score_gemma":0.0002623793,"domain_scores_codex":[0.9988739,0.00009508325,0.0004226675,0.0002336289,0.0002226559,0.0001520622],"domain_scores_gemma":[0.9992703,0.00001707153,0.0002358585,0.0002866722,0.0001078051,0.00008230156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003114932,0.0005887211,0.01322957,0.01461522,0.0003188694,0.00002977915,0.00168664,0.00008163087,0.0003379414,0.01182947,0.954542,0.002428668],"study_design_scores_gemma":[0.007120872,0.005354943,0.01369737,0.06067572,0.0004136827,0.0004668875,0.04853143,0.02496815,0.0003657654,0.00001502117,0.8367664,0.001623738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00473491,0.0001729258,0.001243914,0.00003125003,0.001283745,0.002076632,0.00003420893,0.0006557739,0.9897667],"genre_scores_gemma":[0.9297111,0.000002820586,0.001782693,0.00001710592,0.00047787,0.0001725953,0.0003193671,0.0001390697,0.06737738],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9249762,"threshold_uncertainty_score":0.9270045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1358425838939339,"score_gpt":0.356727709689302,"score_spread":0.2208851257953681,"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."}}