{"id":"W7117759018","doi":"10.1016/j.rser.2025.116670","title":"Solar interfacial evaporators: from regulatory mechanisms to emerging applications","year":2025,"lang":"en","type":"article","venue":"Renewable and Sustainable Energy Reviews","topic":"Solar-Powered Water Purification Methods","field":"Energy","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Fundamental Research Funds for the Central Universities; National University's Basic Research Foundation of China; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Context (archaeology); Desalination; Evaporation; Solar energy; Renewable energy; Concentrated solar power; Process (computing)","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":[0.0009192235,0.000688613,0.000732318,0.000518056,0.0002489682,0.00189265,0.001067178,0.001059747,0.001861088],"category_scores_gemma":[0.0006506215,0.0003439727,0.0003210289,0.0007551173,0.00114677,0.002381557,0.0007321453,0.001725593,0.0006614461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006400897,"about_ca_system_score_gemma":0.0006287801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004321987,"about_ca_topic_score_gemma":0.0007516791,"domain_scores_codex":[0.999731,0.00004277401,0.00002136127,0.00005856519,0.0001021315,0.00004423528],"domain_scores_gemma":[0.999633,0.0002122776,0.00004187934,0.0000164178,0.00007568657,0.00002085384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002355479,0.0002106584,0.0006166262,0.02099007,0.0001146969,0.0002591056,0.0003390299,0.002435696,0.09487315,0.07008621,0.01706482,0.7927744],"study_design_scores_gemma":[0.00004284171,0.0003091727,0.001675833,0.002210318,0.0001207821,0.0004538591,0.0004266925,0.001980783,0.06370418,0.02086254,0.9081588,0.00005418959],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002352236,0.9899989,0.002763365,0.001339965,0.000524539,0.000008606176,0.00002246131,0.00002754011,0.002962488],"genre_scores_gemma":[0.01765827,0.9788458,0.0008275717,0.0003297287,0.0003459664,0.00001499635,0.00003269199,0.000007574179,0.001937267],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00189265,"threshold_uncertainty_score":0.006226003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01356317341836472,"score_gpt":0.2840618882493318,"score_spread":0.2704987148309671,"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."}}