{"id":"W4413409857","doi":"10.1038/s41563-025-02336-1","title":"Uniform conjugated polymer rectangular platelets exhibiting long-range exciton diffusion","year":2025,"lang":"en","type":"article","venue":"Nature Materials","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"National Natural Science Foundation of China; Research Councils UK","keywords":"Conjugated system; Materials science; Polymer; Exciton; Range (aeronautics); Chemical physics; Diffusion; Platelet; Nanotechnology; Condensed matter physics; Composite material; Chemistry; Thermodynamics; Physics","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":[0.000178094,0.0002460442,0.0003281814,0.0001307565,0.0001290792,0.0001490079,0.0002023026,0.0004595374,0.0006299973],"category_scores_gemma":[0.00002595316,0.0002246299,0.00004638115,0.0002522444,0.00003657542,0.0001047295,0.00007054675,0.0001975938,0.00007564716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006715166,"about_ca_system_score_gemma":0.00001479311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003485522,"about_ca_topic_score_gemma":0.00001269967,"domain_scores_codex":[0.9988856,0.00003295124,0.0003689463,0.0002498881,0.0001353918,0.0003272332],"domain_scores_gemma":[0.9994857,0.00003836114,0.0000532592,0.0003207267,0.00004545516,0.00005652637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002216918,0.00001674052,0.00004707319,0.000146166,0.00002856322,0.00001069028,0.00005029849,0.00001711,0.994626,0.002238458,0.002131072,0.0006656263],"study_design_scores_gemma":[0.0004103176,0.000008855772,0.002231196,0.000187031,0.00002559545,0.000007311238,0.00001927919,0.00009144292,0.9865798,0.0003197282,0.009872491,0.0002469156],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899297,0.001342786,0.0002531103,0.0001921687,0.001670929,0.0003348632,0.0001587885,0.0006160658,0.005501558],"genre_scores_gemma":[0.9982381,0.0001164285,0.0001323201,0.0002462314,0.00037422,0.00006893404,0.0001958541,0.00004520372,0.0005827348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008308344,"threshold_uncertainty_score":0.9160143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003445175844775549,"score_gpt":0.2209636039327086,"score_spread":0.217518428087933,"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."}}