{"id":"W4406748540","doi":"10.1016/j.jechem.2025.01.016","title":"Bioinspired natural fibers-derived wearable thermochromic materials for all-season self-adapting thermal management","year":2025,"lang":"en","type":"article","venue":"Journal of Energy Chemistry","topic":"Thermal Radiation and Cooling Technologies","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Key Research and Development Projects of Shaanxi Province; National Natural Science Foundation of China","keywords":"Thermochromism; Materials science; Thermal management of electronic devices and systems; Thermal; Natural (archaeology); Wearable computer; Nanotechnology; Composite material; Computer science; Chemistry; Mechanical engineering; Physics; Engineering; Geology; Meteorology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008464695,0.0002442305,0.0001173372,0.0001304962,0.0001089096,0.0002055113,0.0001891181,0.0002868278,0.001587056],"category_scores_gemma":[0.0001025692,0.0001037946,0.0001762662,0.0001077243,0.000125192,0.0003723465,0.0001960385,0.0003706613,0.0003334914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001429572,"about_ca_system_score_gemma":0.00009973954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001542543,"about_ca_topic_score_gemma":0.0007576611,"domain_scores_codex":[0.9999518,0.000003846532,0.000002000654,0.00001817439,0.00001176042,0.00001229997],"domain_scores_gemma":[0.9999467,0.000008093301,0.00001602967,0.000006267261,0.00001284375,0.00001008297],"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":[0.00003615893,0.00001873482,0.0001219294,0.0000838564,0.000005527644,0.00004197495,0.00001634214,0.0002680772,0.9926527,0.0003583292,0.0002282897,0.006167979],"study_design_scores_gemma":[0.000004728362,0.0001269568,0.0008876381,0.00001035786,0.00001106418,0.0001099746,0.00002616835,0.002707927,0.9917229,0.0001025792,0.004280013,0.000009652354],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594228,0.003852919,0.02730155,0.0001567431,0.0003236412,0.00004757624,0.0002730546,0.0004300106,0.008191627],"genre_scores_gemma":[0.9870074,0.0007761844,0.007956852,0.00007670176,0.00002795326,0.00002912867,0.00009567552,0.00003436277,0.003995669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001587056,"threshold_uncertainty_score":0.005309284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004771010024207294,"score_gpt":0.2046535262919373,"score_spread":0.19988251626773,"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."}}