{"id":"W2926627897","doi":"10.1111/1460-6984.12472","title":"Investigating intervention dose frequency for children with speech sound disorders and motor speech involvement","year":2019,"lang":"en","type":"article","venue":"International Journal of Language & Communication Disorders","topic":"Language Development and Disorders","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Amgen (Canada); The Speech and Stuttering Institute; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Analysis of variance; Repeated measures design; Audiology; Psychology; Speech production; Population; Intervention (counseling); Articulation (sociology); Intelligibility (philosophy); Speech sound; Medicine; Speech recognition; Statistics; Internal medicine","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":[0.0005994248,0.0002060328,0.0002285264,0.0003177034,0.00008695782,0.000122844,0.0008144155,0.00008701085,0.0006235572],"category_scores_gemma":[0.0001292931,0.0001777888,0.000143736,0.0001398546,0.0001329193,0.0004194765,0.0001280795,0.0002701783,0.00002253252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009047923,"about_ca_system_score_gemma":0.00005300759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008435738,"about_ca_topic_score_gemma":0.001937492,"domain_scores_codex":[0.9983993,0.0001412091,0.0005974515,0.0002258617,0.0004213841,0.0002148328],"domain_scores_gemma":[0.9983903,0.0001875407,0.0006958271,0.0003815014,0.0002588477,0.00008599645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000358761,0.0007047418,0.7363636,0.00004021536,0.001394342,0.000005189606,0.0268172,0.00003170258,0.0008201741,0.004590597,0.0007103326,0.2281631],"study_design_scores_gemma":[0.01852281,0.001306875,0.8810714,0.0005266199,0.0002099624,0.0001985045,0.06985278,0.0001730692,0.0001805048,0.02501494,0.001997616,0.0009449602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903774,0.003315306,0.001387249,0.001500154,0.0004140974,0.0006606505,0.00002547648,0.00003149248,0.002288125],"genre_scores_gemma":[0.986988,0.0002689826,0.01156197,0.0004003715,0.00007179715,0.00004118841,0.0002007981,0.00003671436,0.0004301724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2272182,"threshold_uncertainty_score":0.7250018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330942097338194,"score_gpt":0.3113889327150943,"score_spread":0.2980795117417123,"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."}}