{"reviews":[{"answer_id":"a001","verdict":"correct","rationale":"Accurately summarizes PhD A's findings about deltas, TIMIT, task matching, normalization, MSG, and unresolved language and noise effects.","source_span_ids":["s00035","s00043","s00090","s00369","s00432","s00460","s00462","s00464"],"issues":[]},{"answer_id":"a002","verdict":"correct","rationale":"Supported by the reported TIMIT advantage, importance of deltas, conditional benefits of MLPs, and speculation that MSG's Italian performance had a simple processing cause.","source_span_ids":["s00043","s00047","s00088","s00358","s00369","s00387","s00464","s00466"],"issues":[]},{"answer_id":"a003","verdict":"correct","rationale":"Captures PhD A's principal findings and appropriately preserves uncertainty about language and noise effects.","source_span_ids":["s00090","s00369","s00375","s00432","s00460","s00462","s00464"],"issues":[]},{"answer_id":"a004","verdict":"correct","rationale":"Correctly describes the importance of deltas, TIMIT's observed advantage, the role of task matching and normalization, and MSG's lack of benefit for Italian.","source_span_ids":["s00092","s00369","s00375","s00464","s00466"],"issues":[]},{"answer_id":"a005","verdict":"correct","rationale":"Faithfully summarizes the results and the explicit confounding of language differences with hand labeling versus Viterbi alignment.","source_span_ids":["s00090","s00369","s00375","s00440","s00442","s00464"],"issues":[]},{"answer_id":"a006","verdict":"correct","rationale":"Accurately reports the findings and PhD A's uncertainty about whether TIMIT's advantage reflected language or labeling differences.","source_span_ids":["s00092","s00369","s00375","s00432","s00442","s00464"],"issues":[]},{"answer_id":"a007","verdict":"correct","rationale":"Provides a supported summary of deltas, TIMIT's performance to date, task-dependent MLP benefits, and unresolved language, noise, and labeling effects. Omitting MSG is not an essential omission for this broad question.","source_span_ids":["s00358","s00369","s00432","s00442","s00460","s00462","s00464"],"issues":[]},{"answer_id":"a008","verdict":"correct","rationale":"Correctly summarizes the observed results and uncertainty about generalization across language and noise conditions. The broad question does not require every observation, including MSG, to be repeated.","source_span_ids":["s00358","s00369","s00432","s00460","s00462","s00464"],"issues":[]},{"answer_id":"a009","verdict":"correct","rationale":"Accurately captures the delta and TIMIT findings, task and normalization qualifications, and the tentative simple-processing explanation for MSG's Italian results.","source_span_ids":["s00088","s00092","s00369","s00375","s00387","s00464","s00466"],"issues":[]}]}