{"id":"W1481269160","doi":"10.1007/978-3-642-02930-1_5","title":"Faithful Loops for Aperiodic E-Ordered Monoids","year":2009,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"semigroups and automata theory","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi; Université de Sherbrooke","funders":"","keywords":"Aperiodic graph; Computer science; Algebra over a field; Combinatorics; Mathematics; Pure 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001054574,0.0005802322,0.000496328,0.001487866,0.001346014,0.002946541,0.0007251764,0.000964639,0.005152368],"category_scores_gemma":[0.003234364,0.0005945748,0.00081847,0.0009201107,0.003023237,0.004686614,0.001887015,0.001933543,0.0006952533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001085449,"about_ca_system_score_gemma":0.0004121776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005415412,"about_ca_topic_score_gemma":0.0004188098,"domain_scores_codex":[0.9992384,0.0001660673,0.00006812705,0.0001443967,0.0002282479,0.0001548281],"domain_scores_gemma":[0.997704,0.0013568,0.000164558,0.0003614714,0.0002497419,0.0001634608],"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":[0.00003925206,0.00002057576,0.0001137054,0.00004263072,0.000005444942,0.0001096287,0.0006193606,0.0007386307,0.001919192,0.9870163,0.0003147323,0.00906054],"study_design_scores_gemma":[0.00001535425,0.0000289068,0.00009515472,0.00001268988,0.000008311102,0.00008034624,0.00007534145,0.001990732,0.001647568,0.9913777,0.004656545,0.00001121915],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3955038,0.002295399,0.4720601,0.0006791518,0.0005724198,0.0001711735,0.0003567116,0.001804585,0.1265566],"genre_scores_gemma":[0.9546981,0.0005732609,0.02370348,0.0001409381,0.0001943194,0.00008787082,0.0001650943,0.0001632521,0.02027366],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005152368,"threshold_uncertainty_score":0.01723641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230811188658492,"score_gpt":0.2335894438656675,"score_spread":0.2212813319790825,"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."}}