{"id":"W7154610145","doi":"10.48448/tm4x-jg38","title":"Exploring the Impact of Regularity, Frequency and Phonological Complexity on Morphological Production in Children with DLD and Phonological Disorders","year":2025,"lang":"","type":"other","venue":"Underline Science Inc.","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Phonotactics; Voice; Cryptographic nonce; Phonological Disorder; Phonology; Phonological development; Production (economics); Noun","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":[0.0003715854,0.0005003206,0.0002719788,0.0009519269,0.0003371868,0.0008099392,0.000229631,0.0003072479,0.001565311],"category_scores_gemma":[0.002529147,0.0002453524,0.0002409981,0.0003980565,0.0006435749,0.0005253084,0.0006849771,0.0003050615,0.0003120536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003104252,"about_ca_system_score_gemma":0.0003036318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006245214,"about_ca_topic_score_gemma":0.007316255,"domain_scores_codex":[0.9996775,0.00004740144,0.00005177392,0.00008742889,0.00007703125,0.00005899801],"domain_scores_gemma":[0.9987986,0.0003505664,0.000548374,0.00005419012,0.0001183053,0.000129814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001937465,0.00008635841,0.9846727,0.00003587759,0.00001998539,0.0005966019,0.001448466,0.00008062856,0.004528448,0.00003654068,0.00005848693,0.008242043],"study_design_scores_gemma":[0.000004354058,0.0001805584,0.9962583,0.00001009452,0.00001537814,0.001030151,0.001512685,0.0001148693,0.0006732969,0.00004597077,0.000148811,0.000005671267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996866,0.00004405112,0.00003931526,0.000009627914,8.546588e-7,0.000002130595,0.00003721701,0.000002293253,0.000177932],"genre_scores_gemma":[0.9995382,0.00004684481,0.0001887293,0.000007608737,9.950164e-7,0.000004924827,0.00007437774,0.000002217181,0.0001362441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006245214,"threshold_uncertainty_score":0.01241773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08898531631325131,"score_gpt":0.310790601168755,"score_spread":0.2218052848555037,"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."}}