{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008220123,0.0005430078,0.0003510724,0.001145425,0.0008144819,0.003416855,0.0008026291,0.001229329,0.005023147],"category_scores_gemma":[0.0007823323,0.0002365015,0.0005478967,0.001180974,0.002565056,0.002092976,0.001171194,0.001589705,0.0006207565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002138787,"about_ca_system_score_gemma":0.001199759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002800693,"about_ca_topic_score_gemma":0.003088256,"domain_scores_codex":[0.9994581,0.0002713357,0.00003164411,0.00006901276,0.00013213,0.00003772308],"domain_scores_gemma":[0.9996783,0.0001869163,0.00002628169,0.00003103617,0.00005122849,0.00002619444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005623999,0.00001232379,0.0002666412,0.00007121999,0.000008655677,0.000148919,0.0008019799,0.01017647,0.0004446621,0.9710383,0.002262266,0.01476299],"study_design_scores_gemma":[0.000009638779,0.00004722813,0.0007574178,0.0001700189,0.00001969693,0.0003159559,0.001278952,0.09175279,0.0005050916,0.7239497,0.1811695,0.00002404524],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01134077,0.01274997,0.7503445,0.008019504,0.0008019037,0.0001599704,0.0001165644,0.0002329817,0.2162338],"genre_scores_gemma":[0.6269127,0.02337979,0.2566144,0.001745455,0.001522592,0.0006496341,0.0001784651,0.0001319206,0.08886505],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005023147,"threshold_uncertainty_score":0.0168041,"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."}}