{"id":"W4281846588","doi":"10.1007/s00233-022-10285-3","title":"The stylic monoid","year":2022,"lang":"en","type":"article","venue":"Semigroup Forum","topic":"semigroups and automata theory","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Monoid; Free monoid; Mathematics; Bijection; Combinatorics; Syntactic monoid; Quotient","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006818428,0.0001241678,0.0001029687,0.0000492642,0.001526495,0.0001986943,0.002083638,0.00002157311,0.00006465336],"category_scores_gemma":[0.00002134541,0.00009123494,0.00009974159,0.0004183475,0.00005072606,0.0002548851,0.001512061,0.0002531753,0.0000913894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000741289,"about_ca_system_score_gemma":0.00004240594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003275817,"about_ca_topic_score_gemma":0.00001197327,"domain_scores_codex":[0.9984733,0.0001304078,0.0001872549,0.0003164595,0.0003854065,0.0005071741],"domain_scores_gemma":[0.9986979,0.0002072312,0.00008291828,0.0009243562,0.00001690317,0.00007068293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000697665,0.00004400999,0.0003356259,0.000002071144,0.00001707902,0.00001681084,0.000448594,0.0001203734,0.0009739081,0.8517039,0.05837183,0.08795876],"study_design_scores_gemma":[0.0002511338,0.0001358461,0.0005723675,0.000002808439,0.000003439701,0.00007699842,0.001241516,0.04104894,0.0008288141,0.08182739,0.873768,0.0002427349],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3272769,0.01976163,0.3940692,0.1174797,0.01416963,0.002244167,0.00009716133,0.0054326,0.119469],"genre_scores_gemma":[0.9904065,0.00003729319,0.00124735,0.002941287,0.00007475908,0.0001434333,0.000005219973,0.000018467,0.00512571],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8153962,"threshold_uncertainty_score":0.9997734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004120705925906042,"score_gpt":0.1916066612687809,"score_spread":0.1874859553428748,"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."}}