{"id":"W168837927","doi":"10.1007/bfb0028175","title":"$$\\mathcal{R}\\mathcal{E}\\mathcal{S}$$ : A formalism for reasoning with relative-strength defaults","year":2005,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Logic, Reasoning, and Knowledge","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Formalism (music); Combinatorics; Consistency (knowledge bases); Physics; Mathematics; Discrete mathematics","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","scholarly_communication"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001618962,0.00132297,0.001268287,0.001015213,0.0008678187,0.00108023,0.004791206,0.0008419654,0.00002904094],"category_scores_gemma":[0.0003845077,0.001038979,0.0004088237,0.001028095,0.001099991,0.002049825,0.001606107,0.00158656,0.00009426051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006315241,"about_ca_system_score_gemma":0.001147597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002856938,"about_ca_topic_score_gemma":0.0002828421,"domain_scores_codex":[0.9926092,0.00007442245,0.001039268,0.002941814,0.001504156,0.001831143],"domain_scores_gemma":[0.9943985,0.001333991,0.0008067485,0.002173261,0.0007420861,0.0005453616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005702759,0.0001094026,0.00009414577,0.0001276305,0.00006089746,0.0001513689,0.00402517,0.003921685,0.00002762979,0.443048,0.0001089974,0.5482681],"study_design_scores_gemma":[0.002027157,0.00121462,0.0002548836,0.002256314,0.000075711,0.0006965314,0.000002019251,0.7548854,0.0009716919,0.1906112,0.04428153,0.002723008],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0002611729,0.001391782,0.9733904,0.0008658484,0.001331629,0.001203155,0.00002356226,0.0005507767,0.02098166],"genre_scores_gemma":[0.1061126,0.0001294459,0.8871863,0.001302296,0.001576779,0.0001202416,0.0000319499,0.0001490063,0.003391374],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7509637,"threshold_uncertainty_score":0.9999567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01569836261959336,"score_gpt":0.2444824620962315,"score_spread":0.2287840994766381,"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."}}