{"id":"W4414914022","doi":"10.1002/adfm.202519230","title":"All Wood‐Based Evaporator via Cell Wall Regulating for Integrated Water and Energy Generation","year":2025,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Solar-Powered Water Purification Methods","field":"Energy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; University of Alberta","funders":"China Scholarship Council; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Renewable energy; Evaporation; Evaporator; Photothermal therapy; Cellulose; Solar energy; Water treatment; Carbon fibers","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":[0.0000831972,0.0002928441,0.0001248682,0.0001388769,0.000101789,0.0001910959,0.0001881885,0.0001769149,0.001569648],"category_scores_gemma":[0.0000793168,0.0001049467,0.000173306,0.0001092867,0.0001397456,0.0002870878,0.000248999,0.0003153939,0.0003938762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001397264,"about_ca_system_score_gemma":0.0001153651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002007471,"about_ca_topic_score_gemma":0.0006388674,"domain_scores_codex":[0.9999516,0.000003744734,0.000002600639,0.0000121167,0.00001674285,0.00001319243],"domain_scores_gemma":[0.9999578,0.000008303624,0.00001567452,0.000005282677,0.000008147857,0.000004896654],"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":[0.00001103749,0.00001164096,0.00006861832,0.00003839131,0.0000031595,0.00002178643,0.000009764687,0.0001995212,0.9965474,0.0002521951,0.00008651368,0.002749912],"study_design_scores_gemma":[0.000001449947,0.00003362907,0.0002445047,0.000001917818,0.000002311306,0.00002157754,0.000006621432,0.001229741,0.9970763,0.00002662022,0.001353022,0.000002438415],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.951829,0.001448261,0.038876,0.0001066793,0.00006418218,0.00003901502,0.0002155059,0.000473956,0.006947358],"genre_scores_gemma":[0.986032,0.0004805593,0.009461835,0.00004385131,0.000008931682,0.00002630598,0.0001115037,0.00004091338,0.00379404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001569648,"threshold_uncertainty_score":0.00525105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02553589744478776,"score_gpt":0.2743097681288299,"score_spread":0.2487738706840421,"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."}}