{"id":"W2013957001","doi":"10.1017/s0960129506005901","title":"Free compact 2-categories","year":2007,"lang":"en","type":"article","venue":"Mathematical Structures in Computer Science","topic":"semigroups and automata theory","field":"Computer Science","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Parsing; Symmetric monoidal category; Meaning (existential); Closed monoidal category; Enriched category; Monoidal category; Sentence; Mathematics; Computer science; Pure mathematics; Linguistics; Rule-based machine translation; Algebra over a field; Natural language processing; Functor; Epistemology; Philosophy","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":[0.001130102,0.0004513162,0.0003771919,0.001449361,0.001317446,0.002300046,0.0009869048,0.0009981532,0.008713147],"category_scores_gemma":[0.002579716,0.0003274538,0.0006984238,0.0006633413,0.002365574,0.005621262,0.00259498,0.0009049803,0.0008832315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008649856,"about_ca_system_score_gemma":0.0004555451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009992289,"about_ca_topic_score_gemma":0.00110867,"domain_scores_codex":[0.9986386,0.0003115305,0.0001403214,0.0003281455,0.0003879632,0.0001934163],"domain_scores_gemma":[0.9983792,0.0006794615,0.0001243018,0.0002405748,0.0004351534,0.0001413922],"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":[0.00001983977,0.000006322628,0.0001766651,0.00003282557,0.00000543174,0.0001000952,0.0005210363,0.0004204555,0.001453384,0.98994,0.0006354594,0.006688419],"study_design_scores_gemma":[0.000009397588,0.00002417676,0.0003553172,0.00001939044,0.000008495431,0.0001655222,0.0002054189,0.003482502,0.002175047,0.975201,0.01833453,0.00001920801],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2548456,0.001598314,0.6600605,0.001112647,0.0003946529,0.000192093,0.001157652,0.00119708,0.07944151],"genre_scores_gemma":[0.8656728,0.0003251002,0.1104017,0.0004643897,0.0002496081,0.0001854475,0.0008428429,0.0002339156,0.02162421],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008713147,"threshold_uncertainty_score":0.0291484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365252177737777,"score_gpt":0.2680591647508541,"score_spread":0.2544066429734764,"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."}}