{"id":"W6921162394","doi":"10.6084/m9.figshare.22693525.v3","title":"Fuzzing for CPS Mutation Testing","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Public Administration and Political Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fuzz testing; Symbolic execution; Mutation; Mutation testing; Replication (statistics); Software testing; Process (computing); White-box testing; Test case; Test strategy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003004039,0.001075297,0.000645668,0.001683455,0.0006496759,0.001799575,0.002072986,0.001223143,0.009790031],"category_scores_gemma":[0.01536189,0.0004651508,0.001488918,0.0008430467,0.001787279,0.002376277,0.002148873,0.002405924,0.001967222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001201127,"about_ca_system_score_gemma":0.002075288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002717013,"about_ca_topic_score_gemma":0.002066703,"domain_scores_codex":[0.9949261,0.001226966,0.0002889255,0.0005455148,0.002707866,0.0003046835],"domain_scores_gemma":[0.9914921,0.004560895,0.000564937,0.001893574,0.00133061,0.0001578244],"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":[0.0003658479,0.0003896593,0.005705451,0.0005782273,0.0001376821,0.0007117094,0.0004026462,0.1688113,0.08250352,0.1525894,0.01817718,0.5696275],"study_design_scores_gemma":[0.00009030735,0.0002578741,0.001847235,0.0002398926,0.0000767402,0.0006829377,0.00007069544,0.8418745,0.04805839,0.06764309,0.03907961,0.00007870635],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01901851,0.000294427,0.957463,0.0006552284,0.000176589,0.0002675855,0.000280079,0.01390326,0.007941299],"genre_scores_gemma":[0.3474862,0.0004207177,0.6428834,0.0006001073,0.0001438705,0.0003448275,0.001216544,0.002414605,0.004489707],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009790031,"threshold_uncertainty_score":0.0327509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.205873262901182,"score_gpt":0.4124594435239746,"score_spread":0.2065861806227926,"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."}}