{"id":"W4387491765","doi":"10.1016/j.jece.2023.111234","title":"Facile fabrication of functionalized wood evaporator through deep eutectic solvent delignification for efficient solar-driven water purification","year":2023,"lang":"en","type":"article","venue":"Journal of environmental chemical engineering","topic":"Solar-Powered Water Purification Methods","field":"Energy","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Department of Science and Technology of Sichuan Province; Ministry of Science and Technology of the People's Republic of China; National Natural Science Foundation of China","keywords":"Chemical engineering; Materials science; Portable water purification; Evaporator; Desalination; Surface modification; Evaporation; Chemistry; Pulp and paper industry; Organic chemistry; Heat exchanger","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":[0.00009520787,0.0003559393,0.000222057,0.0001830907,0.0001858364,0.0001797138,0.0003115848,0.0003022092,0.001585618],"category_scores_gemma":[0.00007965577,0.0002101903,0.00024917,0.0001363389,0.0001287725,0.0003660751,0.0003028258,0.0005070896,0.00074938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001767585,"about_ca_system_score_gemma":0.0001810642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002450226,"about_ca_topic_score_gemma":0.001286491,"domain_scores_codex":[0.9999155,0.000003601324,0.000004309711,0.00002119086,0.00002829529,0.00002717236],"domain_scores_gemma":[0.9999616,0.000006912207,0.00001020574,0.000005858498,0.000009067678,0.000006360056],"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":[0.000009704671,0.000009099183,0.00003795371,0.00004105771,0.000003047031,0.00005080536,0.00001721101,0.0001111209,0.9973188,0.0002175969,0.000128757,0.002054758],"study_design_scores_gemma":[0.000002606592,0.00002734929,0.0002587099,0.000001701692,0.000002751448,0.00003909401,0.00000772889,0.0006562252,0.9967102,0.00002937297,0.002259948,0.000004323214],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306998,0.001953294,0.05562154,0.000212944,0.0001352139,0.00007726286,0.0007377689,0.0009174049,0.009644733],"genre_scores_gemma":[0.9667134,0.0009711666,0.02438682,0.00009335135,0.00002096722,0.00007000459,0.0004388198,0.00008781414,0.007217666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001585618,"threshold_uncertainty_score":0.005304456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01920790578353119,"score_gpt":0.2416498350919664,"score_spread":0.2224419293084352,"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."}}