Audiovisual integration in infant language acquisition: Different patterns in typically developing infants and those at elevated risk for autism spectrum disorder
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
摘要： 多模态感知机制对婴儿期语言习得至关重要, 其中视听整合在典型发育婴儿的语言能力发展中起着关键作用。相比之下, 高风险自闭症谱系障碍(ASD)婴儿在此整合过程中常面临挑战。典型的言语感知发展轨迹强调面部特征加工的重要性——对眼部与嘴部区域的注意能促进语言学习。实证研究表明, 4.5月龄的婴儿已具备视听整合能力, 这种能力可有效预测后期语言发展水平。而高风险ASD婴儿则表现出社会性注意减少和视听整合功能受损, 此类缺陷可能破坏常规语言习得路径。因此, 早期干预策略应优先采用基于生物学的感觉引导方法, 重点增强多感官整合能力, 而非仅针对注意行为进行训练。理解这些机制不仅能深化对典型语言发展的认知, 更能为制定早期干预方案提供实证基础, 从而支持高风险ASD群体的语言习得。
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it