{"id":"W3073375631","doi":"10.1109/tii.2020.3016990","title":"Towards IEC 61499-Based Distributed Intelligent Automation: A Literature Review","year":2020,"lang":"en","type":"review","venue":"IEEE Transactions on Industrial Informatics","topic":"Flexible and Reconfigurable Manufacturing Systems","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Software portability; Interoperability; Automation; Computer science; Systems engineering; Model-driven architecture; Embedded system; Software engineering; Block (permutation group theory); Unified Modeling Language; Engineering; Software; Operating system","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002926828,0.0008998074,0.002280607,0.000442614,0.0001529569,0.0003026847,0.0005413364,0.001194703,0.0002645056],"category_scores_gemma":[0.00002309799,0.0007259963,0.001002462,0.001388652,0.00004261102,0.0002940687,0.000002179386,0.002390412,0.0005853741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005836947,"about_ca_system_score_gemma":0.0004883516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004444028,"about_ca_topic_score_gemma":0.000001861261,"domain_scores_codex":[0.9963778,0.000129518,0.002333824,0.0002201422,0.0004942515,0.0004444491],"domain_scores_gemma":[0.9983683,0.0001695709,0.0004355687,0.0006403152,0.00008879491,0.0002974897],"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":[0.000003673786,0.00002440112,1.534342e-9,0.08037999,0.0003495603,0.0000125409,0.0001420081,0.0202995,2.480455e-8,0.000004530104,0.01605898,0.8827248],"study_design_scores_gemma":[0.0002637759,0.00007697338,3.176881e-9,0.1416117,0.0008010002,0.00006406523,0.00001750968,0.006043747,0.0001825339,0.000001441846,0.8503448,0.0005924284],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.279258e-7,0.8222479,0.1676627,0.00006526856,0.003866348,0.001943128,0.002171229,0.0009387711,0.001104525],"genre_scores_gemma":[0.00001251673,0.9977921,0.0002077582,0.0001553913,0.0004426769,0.0004115736,0.0007240556,0.0001031821,0.00015077],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8821324,"threshold_uncertainty_score":0.9999111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05903926952509252,"score_gpt":0.2826868590137088,"score_spread":0.2236475894886162,"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."}}