{"id":"W2033671740","doi":"10.1515/psicl-2012-0020","title":"The distributional residue in Natural Phonology and its implications for morphologization","year":2012,"lang":"en","type":"article","venue":"Poznań Studies in Contemporary Linguistics","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Phonology; Phonotactics; Linguistics; Generative grammar; Spell; German; Natural (archaeology); sort; Phenomenon; Phonological rule; Computer science; Philosophy; Epistemology; History","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":[],"consensus_categories":[],"category_scores_codex":[0.0009025431,0.000127973,0.0002203293,0.00009473865,0.000262526,0.00001087028,0.0001875023,0.000128506,0.000003853889],"category_scores_gemma":[0.006943231,0.0001005301,0.00002637212,0.0002051888,0.0003904641,0.0000219171,0.0001650535,0.0003110991,0.000009151312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000736853,"about_ca_system_score_gemma":0.00005734712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005182182,"about_ca_topic_score_gemma":0.0001708962,"domain_scores_codex":[0.998696,0.0001811949,0.0003716137,0.000233353,0.00005871399,0.0004591621],"domain_scores_gemma":[0.9969028,0.002435604,0.00009723943,0.0002118403,0.0003060637,0.00004650153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002988422,0.0002113515,0.6218336,0.00003063711,0.0001502285,0.000009010568,0.004791367,0.000002967681,0.0001519109,0.3491805,0.02259833,0.0007412343],"study_design_scores_gemma":[0.001149591,0.00009641916,0.9308613,0.00001828288,0.000009833485,0.0000147091,0.001089641,0.0001137201,0.0000724827,0.02522921,0.04117315,0.0001716762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7040323,0.2617623,0.0003581954,0.009711054,0.01127049,0.002162291,0.0006610572,0.00007808931,0.009964257],"genre_scores_gemma":[0.9972647,0.001145692,0.0001166123,0.0001384958,0.0004657431,0.0003714844,0.00008494622,0.00001195991,0.0004003362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3239513,"threshold_uncertainty_score":0.8312197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2686454692761157,"score_gpt":0.4817544328458189,"score_spread":0.2131089635697033,"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."}}