{"id":"W2075024473","doi":"10.1016/j.jcomdis.2009.10.001","title":"A longitudinal investigation of morpho-syntax in children with Speech Sound Disorders","year":2009,"lang":"en","type":"article","venue":"Journal of Communication Disorders","topic":"Language Development and Disorders","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Mean length of utterance; Syntax; Psychology; Longitudinal study; Sentence; Morpho; Cluster (spacecraft); Language development; Developmental psychology; Linguistics; Medicine; Computer science","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":[0.0005406273,0.0001693073,0.0003010698,0.0004273995,0.00006704819,0.00002488971,0.0005806984,0.00009592419,0.0002381923],"category_scores_gemma":[0.00005802549,0.0001439249,0.00009428164,0.0005853929,0.000191049,0.0003257432,0.00003096111,0.0003522133,0.00000893092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004899903,"about_ca_system_score_gemma":0.00009426174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003215408,"about_ca_topic_score_gemma":0.001306458,"domain_scores_codex":[0.9984332,0.000219716,0.0006780371,0.000138971,0.0003189831,0.0002111342],"domain_scores_gemma":[0.9984742,0.00009735286,0.0007535411,0.0004878599,0.0001148872,0.00007219612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002444433,0.0003470571,0.9698734,0.000004131594,0.0001266394,0.000001342579,0.004950121,0.0001774427,0.00005134261,0.001432375,0.0006191569,0.02217256],"study_design_scores_gemma":[0.002463349,0.0003192968,0.9778348,0.00006235762,0.00004112731,0.00004104813,0.002712542,0.00001153661,0.00003647936,0.01617158,0.000130092,0.000175743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897321,0.002268283,0.0005885146,0.002565847,0.00004863835,0.0002555267,0.000001968109,0.00001396767,0.004525148],"genre_scores_gemma":[0.9964802,0.0005401954,0.00267292,0.0001854,0.00001406119,0.000006158948,0.00002482468,0.00001535548,0.00006084357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02199682,"threshold_uncertainty_score":0.5869088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01450527248440811,"score_gpt":0.2822018970860658,"score_spread":0.2676966246016577,"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."}}