{"id":"W1956656014","doi":"10.1007/3-540-44830-6_15","title":"Fault Diagnosis in Extended Finite State Machines","year":2003,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Software Testing and Debugging Techniques","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Finite-state machine; Computer science; Test suite; State (computer science); Suite; Fault (geology); Finite state; Algorithm; Test case; Machine learning","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001071955,0.0005531555,0.0007998777,0.0007804786,0.0003265005,0.0008322535,0.001201993,0.0009066132,0.002480248],"category_scores_gemma":[0.006440488,0.0005144415,0.0008167292,0.0006404879,0.00132228,0.003153531,0.0009128024,0.001552313,0.0002989584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000641665,"about_ca_system_score_gemma":0.0005041723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041569,"about_ca_topic_score_gemma":0.0009942874,"domain_scores_codex":[0.9990402,0.0002518705,0.00008050066,0.0001924354,0.0003360657,0.00009894265],"domain_scores_gemma":[0.9945325,0.00422456,0.0002199971,0.0005724972,0.0003885564,0.00006186343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006363058,0.0001217574,0.002081846,0.0006434998,0.0001269998,0.0009518135,0.0006758212,0.3799777,0.01717476,0.2259101,0.003304424,0.3683949],"study_design_scores_gemma":[0.00003886863,0.00008517889,0.000455013,0.0000924489,0.00004096148,0.0002721275,0.00003782671,0.6829015,0.01173031,0.3011359,0.003186919,0.00002296841],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02155762,0.0006095934,0.9746606,0.0001047904,0.00005811787,0.00002252861,0.00004383157,0.001031358,0.001911696],"genre_scores_gemma":[0.6692845,0.0006938161,0.3247102,0.0001099435,0.00008410285,0.00007812706,0.0002686573,0.0001519928,0.004618567],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002480248,"threshold_uncertainty_score":0.008297205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02016045379112941,"score_gpt":0.2646581531573329,"score_spread":0.2444976993662035,"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."}}