{"id":"W2950271745","doi":"10.48550/arxiv.1903.03218","title":"Local Reasoning for Parameterized First Order Protocols","year":2019,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Formal Methods in Verification","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Parameterized complexity; Computer science; Oracle; Topology (electrical circuits); Modular design; Bounded function; Theoretical computer science; Process (computing); Network topology; Model checking; Distributed computing; Algorithm; Mathematics; Programming language; Computer network","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":[0.0007255813,0.0003231532,0.0004185958,0.0001870964,0.0001770679,0.0001875945,0.002369419,0.0003960265,0.00001563593],"category_scores_gemma":[0.0002795773,0.0003695137,0.000219391,0.0005327935,0.0001199709,0.0004954552,0.001523071,0.0004693371,0.00009332169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002823368,"about_ca_system_score_gemma":0.000244102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004589972,"about_ca_topic_score_gemma":0.000007934692,"domain_scores_codex":[0.9977677,0.0001745231,0.0003060196,0.00123335,0.0001048766,0.0004135095],"domain_scores_gemma":[0.9969839,0.0002069774,0.0004445365,0.001926776,0.0003174938,0.0001203042],"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":[0.0002604758,0.0001446549,0.001691638,0.0007903212,0.00009872758,0.00003041575,0.0002631739,0.4361928,0.00004600333,0.556308,0.0003681403,0.003805634],"study_design_scores_gemma":[0.0007648828,0.000125259,0.0003259135,0.0002019597,0.0000291651,0.000003093994,0.00002296194,0.9774459,0.0003912514,0.0133689,0.006871684,0.0004490401],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005235562,0.000006692984,0.9813797,0.00004453812,0.0005627014,0.01150252,0.000014019,0.000290264,0.0009639997],"genre_scores_gemma":[0.4101405,0.000008447366,0.5881511,0.00007219888,0.00004994811,0.0004763507,0.0000169716,0.00002915877,0.001055311],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5429391,"threshold_uncertainty_score":0.9998757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1311980970749997,"score_gpt":0.2557453834104316,"score_spread":0.124547286335432,"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."}}