{"id":"W1670403172","doi":"10.1142/s0129054116500088","title":"Remarks on Privileged Words","year":2016,"lang":"en","type":"preprint","venue":"International Journal of Foundations of Computer Science","topic":"semigroups and automata theory","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Word (group theory); Linguistics; Context (archaeology); Word length; Computer science; Natural language processing; Arithmetic; Mathematics; History; 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":[0.005160233,0.001276782,0.001358972,0.001705006,0.004379186,0.003390765,0.003647624,0.003462122,0.01988008],"category_scores_gemma":[0.02067413,0.0005399722,0.001733989,0.001683808,0.01075394,0.02151982,0.005769388,0.009511689,0.003861032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001965081,"about_ca_system_score_gemma":0.0008272841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002460841,"about_ca_topic_score_gemma":0.00100046,"domain_scores_codex":[0.9944749,0.001731712,0.0003392765,0.001484027,0.00136012,0.0006098707],"domain_scores_gemma":[0.9805407,0.01373484,0.0006748575,0.002148838,0.002087906,0.0008129714],"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":[0.0001029699,0.00003455448,0.0005628011,0.0002592657,0.00001632283,0.0003646772,0.0008613785,0.001374862,0.0005990404,0.9528689,0.02800448,0.01495077],"study_design_scores_gemma":[0.00002422681,0.00004356768,0.0003357649,0.0001044165,0.00001225367,0.0002716573,0.0003374986,0.001337534,0.0006931822,0.9078182,0.08898865,0.00003297413],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06306645,0.03366481,0.3195893,0.2314187,0.02269654,0.0003111881,0.00168061,0.002245294,0.325327],"genre_scores_gemma":[0.7292563,0.01811444,0.08315398,0.07512052,0.02376099,0.0005810196,0.001104168,0.0009713837,0.06793721],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01988008,"threshold_uncertainty_score":0.06650549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01632861516797806,"score_gpt":0.3053061662598697,"score_spread":0.2889775510918916,"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."}}