{"id":"W4301405716","doi":"10.1007/978-3-031-79855-9_4","title":"MRF Models of Logic Gates","year":2013,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on digital circuits and systems","topic":"Formal Methods in Verification","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Truth table; Probabilistic logic; Computer science; Algorithm; Theoretical computer science; Mathematics; Artificial intelligence","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":[0.0005169262,0.001172778,0.0007055175,0.00113498,0.0005658261,0.00239442,0.001576744,0.001235187,0.01354012],"category_scores_gemma":[0.00142098,0.0006257927,0.00108986,0.000972341,0.001978505,0.003626684,0.0006642652,0.00241419,0.002734723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002264438,"about_ca_system_score_gemma":0.0005641564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002154703,"about_ca_topic_score_gemma":0.002027472,"domain_scores_codex":[0.9995202,0.0001172174,0.00002441896,0.00009462679,0.0001807082,0.00006281425],"domain_scores_gemma":[0.9995778,0.0001979781,0.00003507184,0.00008876465,0.00007719056,0.00002324552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004813448,0.000003504995,0.00001052879,0.00002135744,0.000002174324,0.00001706861,0.00004403342,0.002564405,0.0003560632,0.9900703,0.001413328,0.005492344],"study_design_scores_gemma":[0.000006338274,0.000005881645,0.00002069717,0.00002177144,0.000003104397,0.00003543424,0.0000149869,0.009894412,0.0004098506,0.9690138,0.02056751,0.000006094907],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01406436,0.006015615,0.5880264,0.002421684,0.0004771909,0.00007042674,0.0006587206,0.0008730084,0.3873926],"genre_scores_gemma":[0.6149333,0.007557368,0.2017178,0.001016956,0.0009900313,0.0003479893,0.001550285,0.0006449427,0.1712413],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01354012,"threshold_uncertainty_score":0.04529619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05397718771594808,"score_gpt":0.2404749293596585,"score_spread":0.1864977416437104,"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."}}