{"id":"W4238616846","doi":"10.1145/3176245","title":"Proceedings of the 7th ACM SIGPLAN International Conference on Certified Programs and Proofs","year":2017,"lang":"en","type":"paratext","venue":"","topic":"Logic, programming, and type systems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Illinois at Urbana-Champaign; Technische Universität München; Universität des Saarlandes; Université Paris-Saclay; Chalmers Tekniska Högskola; Vrije Universiteit Amsterdam; University of New South Wales; Nanyang Technological University; Princeton University; National Institute of Advanced Industrial Science and Technology; University of Ottawa; Technische Universität Darmstadt; Aarhus Universitet; Università degli Studi di Milano; University of Pennsylvania; Commonwealth Scientific and Industrial Research Organisation; University of Twente; Microsoft Research; Max Planck Institute for Software Systems; Carnegie Mellon University; Universidade Federal da Paraíba; Yale University","keywords":"Mathematical proof; Axiom; Certification; Computer science; Proof assistant; Formal methods; Inference; Programming language; Software engineering; Theoretical computer science; Mathematics; Political science; Artificial intelligence; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003197672,0.0002588978,0.0003193519,0.00007173139,0.000166772,0.0009365503,0.003847236,0.0002294672,0.000086485],"category_scores_gemma":[0.00009445925,0.00014672,0.00008588228,0.00008003351,0.0001934739,0.0002258448,0.001054632,0.0002896721,0.0001488541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003851906,"about_ca_system_score_gemma":0.0001827615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001340209,"about_ca_topic_score_gemma":0.00003448355,"domain_scores_codex":[0.9982525,0.00001753074,0.0002944605,0.0005618097,0.000623788,0.000249923],"domain_scores_gemma":[0.9981509,0.00002276648,0.0005668936,0.0006989163,0.0004890525,0.00007141934],"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":[0.00002330883,0.0001879944,0.001097422,0.0003300992,0.0001349338,0.00000222405,0.001188178,3.368902e-7,0.0002371295,0.7569112,0.1263898,0.1134973],"study_design_scores_gemma":[0.0008334285,0.0007424189,0.0009420228,0.0003878353,0.00003189342,0.00006614285,0.0001769038,0.002260351,0.003842541,0.02956954,0.9602904,0.0008564951],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0006053827,0.0001143303,0.002729068,0.001800892,0.004003657,0.001328583,0.000006372229,0.00008859928,0.9893231],"genre_scores_gemma":[0.830089,0.00004753711,0.0007452155,0.00006804315,0.0002688608,0.00009941576,0.0000139988,0.00001373074,0.1686541],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8339006,"threshold_uncertainty_score":0.9031176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09104961715802497,"score_gpt":0.2991017081948257,"score_spread":0.2080520910368008,"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."}}