{"id":"W2536694743","doi":"10.1075/bct.47.02mon","title":"Measures of phonological typicality","year":2012,"lang":"en","type":"book-chapter","venue":"Benjamins current topics","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Phonology; Measure (data warehouse); Natural language processing; Lexical decision task; Coherence (philosophical gambling strategy); Computer science; Word (group theory); Linguistics; Part of speech; Artificial intelligence; Lexical density; Lexical item; Mathematics; Psychology; Cognition; Statistics","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":[0.002287667,0.0006113106,0.0004220017,0.003539936,0.0004005253,0.001537902,0.0006598966,0.0007472122,0.006924826],"category_scores_gemma":[0.0240938,0.0002687279,0.0005477314,0.002902706,0.0009203,0.002252016,0.001168371,0.0008675155,0.001539087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003817899,"about_ca_system_score_gemma":0.0002479921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007004754,"about_ca_topic_score_gemma":0.0006728336,"domain_scores_codex":[0.9976944,0.000532214,0.0002645731,0.0005409078,0.0008966678,0.00007114455],"domain_scores_gemma":[0.9843161,0.007929884,0.002906995,0.002589133,0.001782946,0.0004750533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001482807,0.0007916131,0.4360155,0.001313637,0.001506804,0.0004062892,0.004659597,0.008471238,0.08161913,0.02694843,0.00805989,0.428725],"study_design_scores_gemma":[0.00004813186,0.001096489,0.9126379,0.0001206078,0.0002088033,0.001850266,0.001057591,0.00926619,0.01688673,0.04125331,0.01539007,0.0001839662],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8135237,0.002541929,0.1131606,0.000230706,0.0001410586,0.0008101548,0.008941559,0.001146756,0.05950362],"genre_scores_gemma":[0.9588997,0.0006266313,0.03197391,0.0001011216,0.00006795214,0.0005133907,0.004053257,0.0001702354,0.003593887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006924826,"threshold_uncertainty_score":0.02316588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2550077222344837,"score_gpt":0.3959347614233701,"score_spread":0.1409270391888864,"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."}}