{"id":"W2134282191","doi":"10.1109/tsmcb.2008.2010523","title":"Fundamentals of a Fuzzy-Logic-Based Generalized Theory of Stability","year":2009,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)","topic":"Fuzzy Systems and Optimization","field":"Mathematics","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Stability (learning theory); Computer science; Boolean algebra; Fuzzy logic; Natural language; Dynamical systems theory; Semantics (computer science); Character (mathematics); Theoretical computer science; Mathematics; Artificial intelligence; Algorithm; Programming language; 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":[0.001580363,0.0007616694,0.000927872,0.002119236,0.0009516395,0.002783361,0.001644425,0.001603475,0.003307169],"category_scores_gemma":[0.002003131,0.0002672294,0.001530409,0.001537541,0.004147746,0.003123078,0.001406973,0.002305566,0.0006599711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002270461,"about_ca_system_score_gemma":0.001121129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002963406,"about_ca_topic_score_gemma":0.001485089,"domain_scores_codex":[0.9986942,0.0003070822,0.0001202864,0.0002497417,0.0005371887,0.0000915473],"domain_scores_gemma":[0.9991348,0.0004141375,0.0001006282,0.00008878761,0.0002226907,0.00003887265],"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":[0.000005381729,0.00000592936,0.00009534986,0.00007173025,0.00001770624,0.00008605455,0.0001873123,0.009546934,0.0008508544,0.9793571,0.0008000822,0.008975538],"study_design_scores_gemma":[0.000008914129,0.00003099963,0.0002027183,0.00008535446,0.0000189146,0.0001425868,0.00006943737,0.06007383,0.0004689431,0.9145688,0.02430635,0.00002321486],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00766009,0.005280992,0.946978,0.002022156,0.0003989771,0.0000855923,0.0002751116,0.0001911183,0.03710792],"genre_scores_gemma":[0.6146611,0.01146823,0.3544661,0.00134785,0.001836535,0.0004884182,0.0003886289,0.00009579618,0.0152473],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003307169,"threshold_uncertainty_score":0.01647341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05338992580566328,"score_gpt":0.2784468914114397,"score_spread":0.2250569656057765,"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."}}