{"id":"W3208506259","doi":"10.6000/2292-2598.2021.09.05.16","title":"Preschool Children’s Speech Pedagogical Sound Culture Correction","year":2021,"lang":"en","type":"article","venue":"Journal of Intellectual Disability - Diagnosis and Treatment","topic":"Education and Social Development in Ukraine","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pronunciation; Articulation (sociology); Sound (geography); Speech sound; Correctness; Psychology; Linguistics; Computer science; Speech recognition; Acoustics; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001421371,0.0003708661,0.0002399848,0.0006021067,0.0004139332,0.000508119,0.0004622798,0.0002145127,0.00174637],"category_scores_gemma":[0.006432742,0.0001071195,0.0002325948,0.0002017965,0.0006869186,0.0003161152,0.0006736304,0.000405872,0.0001385192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004988656,"about_ca_system_score_gemma":0.001420648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002438032,"about_ca_topic_score_gemma":0.002195601,"domain_scores_codex":[0.9986431,0.0006261013,0.000106602,0.0001582837,0.0003389118,0.0001270303],"domain_scores_gemma":[0.9980354,0.0008590216,0.0004025986,0.0002988456,0.0003019775,0.0001022003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009876932,0.002750994,0.1583581,0.00176997,0.0001004623,0.002558725,0.06899904,0.002568322,0.09522135,0.005102672,0.002024791,0.6595579],"study_design_scores_gemma":[0.0001955095,0.004929673,0.7658222,0.0008278533,0.0002195818,0.004334412,0.06322385,0.002641838,0.1269094,0.002516141,0.02825767,0.0001217948],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934145,0.0002288945,0.003035721,0.00007393835,0.00002305087,0.00009609659,0.00005338878,0.00008100861,0.002993299],"genre_scores_gemma":[0.9929848,0.0002485405,0.005592452,0.00001636239,0.000005148277,0.0001288938,0.00005517375,0.00001008993,0.0009586774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002438032,"threshold_uncertainty_score":0.00751704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08694328713107831,"score_gpt":0.3844100636243908,"score_spread":0.2974667764933125,"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."}}