{"id":"W4403446765","doi":"10.1109/etfa61755.2024.10711078","title":"Applying AI in the Area of Automation Systems: Overview and Challenges","year":2024,"lang":"en","type":"article","venue":"","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Automation; Computer science; Systems engineering; Engineering","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":[0.002974381,0.0008674093,0.0007247882,0.004244488,0.001152915,0.006448698,0.001387624,0.003051483,0.002940874],"category_scores_gemma":[0.0031209,0.0006312534,0.0007210998,0.006878698,0.003174003,0.008510353,0.002160577,0.004326072,0.001701292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002344515,"about_ca_system_score_gemma":0.002711255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001408804,"about_ca_topic_score_gemma":0.0008958802,"domain_scores_codex":[0.9970407,0.001062465,0.0002460212,0.0003329607,0.001135974,0.000181841],"domain_scores_gemma":[0.9956625,0.002922372,0.0002002657,0.0002108995,0.0008446261,0.00015936],"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":[0.00004438134,0.000131619,0.001068064,0.00890734,0.00008536791,0.0003055784,0.001470717,0.00436397,0.001680034,0.4159878,0.02271936,0.5432358],"study_design_scores_gemma":[0.00001140405,0.0001566094,0.001805909,0.005484984,0.00005049083,0.001018784,0.002492401,0.007695259,0.001498352,0.2419587,0.7377575,0.00006959805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002483381,0.8927917,0.03656048,0.02018458,0.001477254,0.00006646753,0.00006132527,0.0001251799,0.04624957],"genre_scores_gemma":[0.04233608,0.9223814,0.02342822,0.001967469,0.003230205,0.0001109428,0.0001145827,0.00004657083,0.006384474],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006448698,"threshold_uncertainty_score":0.01701075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06626349506124932,"score_gpt":0.2574758169956124,"score_spread":0.1912123219343631,"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."}}