{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001162553,0.0004586269,0.0004096544,0.002328567,0.004330369,0.006137164,0.0004843971,0.002170242,0.01678492],"category_scores_gemma":[0.00451151,0.0003285749,0.0002644929,0.001832909,0.005842153,0.007482709,0.002558106,0.003056949,0.003882612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00265712,"about_ca_system_score_gemma":0.001484792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003638883,"about_ca_topic_score_gemma":0.003621948,"domain_scores_codex":[0.9988394,0.0005559152,0.00005248015,0.0002204485,0.0002153195,0.0001164209],"domain_scores_gemma":[0.9989302,0.0004455815,0.00006367012,0.0002374433,0.0002355661,0.00008749968],"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":[0.000004366324,0.000001620515,0.00003171835,0.000005628092,5.000059e-7,0.0000117681,0.0003857888,0.00002158977,0.00003799885,0.9911719,0.006205162,0.00212178],"study_design_scores_gemma":[0.000009580878,0.00001008255,0.0001728232,0.00003808055,0.00000296673,0.00013133,0.0004664427,0.0003458575,0.0001374971,0.657766,0.3409106,0.000008704335],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01863982,0.007064053,0.03131174,0.02588969,0.002318852,0.00005481939,0.0005020941,0.0003630744,0.9138559],"genre_scores_gemma":[0.7023296,0.003264365,0.008734507,0.004279757,0.00243338,0.0001838396,0.0003481762,0.000305071,0.2781215],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01678492,"threshold_uncertainty_score":0.05615121,"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."}}