{"id":"W2486966487","doi":"","title":"Autonomous and Intelligent Systems: Third International Conference, AIS 2012, Aviero, Portugal, June 25-27, 2012, Proceedings","year":2012,"lang":"en","type":"article","venue":"Autonomous and Intelligent Systems","topic":"Engineering and Information Technology","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Intelligent decision support system; Intelligent control; Computer science; Robotics; Fuzzy logic; Artificial intelligence; Fuzzy control system; Intelligent sensor; Engineering management; Robot; Engineering; Wireless sensor network; Operating system","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009112051,0.0004477794,0.0005706573,0.0005144235,0.0001932435,0.0007552066,0.0008743408,0.0003288903,0.00005737397],"category_scores_gemma":[0.00004699717,0.0003986662,0.00008725334,0.0002711661,0.0001442023,0.002489711,0.0004486155,0.00039246,0.0002937918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001952403,"about_ca_system_score_gemma":0.00008811384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002029189,"about_ca_topic_score_gemma":0.000004162022,"domain_scores_codex":[0.9972199,0.00003204129,0.001111445,0.0005230049,0.0003900895,0.0007235124],"domain_scores_gemma":[0.9983147,0.00005484534,0.0004597445,0.0004495008,0.0003331776,0.0003880646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001027535,0.0002018425,0.002611828,0.0005009339,0.0002611889,0.000006647072,0.004476292,0.0003281953,0.000292718,0.9019343,0.04490544,0.04447039],"study_design_scores_gemma":[0.0002088834,0.0001709901,0.0002994164,0.0002327821,0.00002453413,0.0005287696,0.001272452,0.1238527,0.0009176934,0.000127325,0.8717821,0.0005824013],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0246267,0.03398958,0.8518267,0.001884661,0.02306399,0.002472528,0.00005590184,0.00220199,0.05987796],"genre_scores_gemma":[0.9786738,0.003094267,0.001841912,0.0001503931,0.0004182042,0.0002318136,0.00002549624,0.0000369726,0.01552719],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.954047,"threshold_uncertainty_score":0.9998465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01940564181165596,"score_gpt":0.2346514000566211,"score_spread":0.2152457582449652,"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."}}