{"id":"W3193794205","doi":"10.1021/acsenergylett.1c00869","title":"Design and Utilization of Infrared Light for Interfacial Solar Water Purification","year":2021,"lang":"en","type":"article","venue":"ACS Energy Letters","topic":"Solar-Powered Water Purification Methods","field":"Energy","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Desalination; Solar still; Environmental science; Radiative cooling; Solar desalination; Process engineering; Solar energy; Sustainability; Carbon footprint; Water desalination; Engineering physics; Engineering; Greenhouse gas; Meteorology; Chemistry; Physics; Electrical engineering","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":[0.000227164,0.0003154772,0.0001880596,0.0002346042,0.0001819546,0.0004947138,0.0004743727,0.0004456335,0.001066555],"category_scores_gemma":[0.0001877,0.0002021724,0.0002715134,0.0002237274,0.0001647422,0.0004169795,0.0003086195,0.0005175427,0.0006305402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003830622,"about_ca_system_score_gemma":0.0002676045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002996483,"about_ca_topic_score_gemma":0.0005292787,"domain_scores_codex":[0.9998525,0.00001638062,0.000007205565,0.00003707956,0.00005679292,0.00003009164],"domain_scores_gemma":[0.9999294,0.00001288426,0.00001921533,0.000006446169,0.00002305749,0.000008987022],"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":[0.00003700914,0.00004593299,0.0001642998,0.0002430057,0.000006101563,0.00005971625,0.00004984562,0.0006307831,0.9842712,0.002127982,0.0002539528,0.01211029],"study_design_scores_gemma":[0.00002198428,0.0003300564,0.0005296367,0.0000173319,0.00001564555,0.000101094,0.00003421956,0.007082047,0.9754226,0.0003206716,0.01611057,0.00001404476],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7045206,0.0147192,0.2391573,0.0007668044,0.0003254946,0.0004528074,0.0004197032,0.0008095625,0.03882857],"genre_scores_gemma":[0.9087018,0.005088595,0.07707801,0.0002307387,0.00004801828,0.0004539411,0.0002223203,0.00009101308,0.00808552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001066555,"threshold_uncertainty_score":0.003567994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04087419111493101,"score_gpt":0.272219488190582,"score_spread":0.231345297075651,"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."}}