{"id":"W3142126176","doi":"10.1007/3-540-44674-5","title":"Implementation and Application of Automata","year":2001,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Mobile Agent-Based Network Management","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Automaton; Programming language; Theoretical computer science","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":[0.0008223549,0.0002696343,0.0003078382,0.0005811822,0.0001045716,0.0001965051,0.001958421,0.0001100273,0.000006957447],"category_scores_gemma":[0.00001106712,0.0002659796,0.00004488313,0.00104703,0.0003020537,0.0004076517,0.001297377,0.0002194093,0.000007712065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003611823,"about_ca_system_score_gemma":0.0004171052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006501585,"about_ca_topic_score_gemma":0.0001376636,"domain_scores_codex":[0.9973441,0.00004537401,0.0004592005,0.001050338,0.0007134752,0.0003874856],"domain_scores_gemma":[0.9980272,0.0002000852,0.0003664049,0.001212533,0.0001090302,0.0000847712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001286993,0.00001639832,0.0002010127,0.0000548192,0.000005573459,0.000007937288,0.0001680452,0.01739896,0.00003921928,0.004528932,0.000229703,0.9773481],"study_design_scores_gemma":[0.0003466387,0.0001450058,0.0008316322,0.0001053608,0.00001003854,0.00001625662,3.190713e-7,0.947746,0.0007402296,0.04384814,0.005870466,0.000339847],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0001280826,0.0001906068,0.9972593,0.0002954876,0.000379721,0.0007062074,0.000002536276,0.0001009445,0.0009371599],"genre_scores_gemma":[0.1686757,0.0002403903,0.8284478,0.001611107,0.0004934935,0.0001208401,0.00004424133,0.00004151021,0.0003249054],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9770083,"threshold_uncertainty_score":0.9999793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009006027540785454,"score_gpt":0.2641563027341299,"score_spread":0.2551502751933445,"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."}}