{"id":"W4312383880","doi":"10.1007/978-3-031-22476-8_2","title":"Formalization of Functional Block Diagrams Using HOL Theorem Proving","year":2022,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Safety Systems Engineering in Autonomy","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"HOL; Computer science; Dependability; Reliability block diagram; Theoretical computer science; Probabilistic logic; Automated theorem proving; Fault tree analysis; Block diagram; Formal methods; Programming language; Algorithm; Reliability engineering; Software engineering; Artificial intelligence; Engineering","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":[0.0004032473,0.0002950882,0.0003164928,0.0005110957,0.00009228569,0.00004991483,0.0004672582,0.0001471215,0.0000575625],"category_scores_gemma":[0.00003074551,0.0003119161,0.0000816426,0.0003277552,0.0001487243,0.0002230338,0.0002217496,0.0004248562,0.000002597957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005146256,"about_ca_system_score_gemma":0.0001464401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008844057,"about_ca_topic_score_gemma":0.000005636855,"domain_scores_codex":[0.9983566,0.000009833248,0.0004249833,0.0003849909,0.0005265992,0.0002969444],"domain_scores_gemma":[0.9991821,0.0001544888,0.0001213665,0.000419345,0.00007438368,0.00004829523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001472142,0.000003417875,0.00005153833,0.0001336161,0.00001289488,0.000004364843,0.0002134406,0.9746885,0.0007099959,0.00415087,0.000002120097,0.0200278],"study_design_scores_gemma":[0.0001059126,0.00002863832,0.0000942963,0.0002407032,0.000009811062,0.00005328979,2.40319e-7,0.9941801,0.001136514,0.002703639,0.001124711,0.0003220736],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0009018402,0.0003446231,0.9937911,0.000008715253,0.002394741,0.0003236021,0.000008206683,0.0001989127,0.002028236],"genre_scores_gemma":[0.962265,0.00001222249,0.03718887,0.00003226633,0.0003385022,0.00001381363,0.00001575163,0.00008475231,0.00004879971],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9613632,"threshold_uncertainty_score":0.9999333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01359448243090214,"score_gpt":0.1963329692304803,"score_spread":0.1827384867995781,"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."}}