{"total":1,"items":[{"citing_arxiv_id":"2510.18860","ref_index":48,"ref_count":1,"confidence":0.88,"is_internal_anchor":false,"paper_title":"An Encoder-Decoder Foundation Chemical Language Model for Generative Polymer Design","primary_cat":"cond-mat.mtrl-sci","submitted_at":"2025-10-21T17:53:56+00:00","verdict":"CONDITIONAL","verdict_confidence":"MODERATE","novelty_score":5.0,"formal_verification":"none","one_line_summary":"A T5-based polymer language model pre-trained on 100 million hypothetical polymers predicts thermal, electronic, and solubility properties and generates polymers conditioned on a target glass-transition temperature, with one experimental validation.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null}],"limit":50,"offset":0}