{"id":"W2951581191","doi":"10.1145/3328833.3328866","title":"Case Study","year":2019,"lang":"en","type":"article","venue":"","topic":"Formal Methods in Verification","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Royal Bank of Canada","funders":"","keywords":"Liveness; Computer science; Correctness; Model checking; Computation tree logic; Temporal logic; Formal verification; Process (computing); Software engineering; Programming language","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":[],"consensus_categories":[],"category_scores_codex":[0.0002905,0.00002856029,0.00003456306,0.00002519929,0.00002029388,0.00003937992,0.000263094,0.000009564361,0.0000518932],"category_scores_gemma":[0.00001075858,0.00002278804,0.00000904079,0.0001330093,0.000003126157,0.0002873249,0.00009305582,0.00003021654,0.0006377134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008054029,"about_ca_system_score_gemma":0.000007601614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005054446,"about_ca_topic_score_gemma":0.000003085018,"domain_scores_codex":[0.9996258,0.00004373601,0.00006264012,0.0001267662,0.00007856324,0.00006247385],"domain_scores_gemma":[0.9994516,0.00001826755,0.00001528846,0.0004767059,0.00001921833,0.00001892052],"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":[0.00000253314,0.0004229181,0.04029201,0.000008949089,0.00001526387,0.001196528,0.006413266,0.000074393,0.000666244,0.7486503,0.0004517327,0.2018059],"study_design_scores_gemma":[0.001696716,0.001791413,0.02720585,0.000005370192,0.000009079559,0.01198016,0.008658304,0.92556,0.009627027,0.004326717,0.008392277,0.000747097],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.552702,0.000001202904,0.4311379,0.00001454398,0.0002217963,0.0001227483,1.675659e-8,0.00007875876,0.01572104],"genre_scores_gemma":[0.6295907,4.680962e-8,0.3695262,0.0000488562,0.00000480565,0.000002826806,1.401569e-8,9.318406e-7,0.0008256049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9254856,"threshold_uncertainty_score":0.8196729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05020391800662165,"score_gpt":0.3327887554263512,"score_spread":0.2825848374197295,"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."}}