{"id":"W4290995029","doi":"10.1039/d2ta05216d","title":"Aerogels in passive solar thermal desalination: a review","year":2022,"lang":"en","type":"review","venue":"Journal of Materials Chemistry A","topic":"Solar-Powered Water Purification Methods","field":"Energy","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Renewable energy; Desalination; Carbon footprint; Solar desalination; Environmental science; Solar still; Thermal; Solar energy; Passive solar building design; Geothermal desalination; Environmental engineering; Process engineering; Engineering physics; Meteorology; Engineering; Geology; Electrical engineering; Oceanography; Physics; Greenhouse gas; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003311164,0.0004898568,0.002821928,0.0001321277,0.00005613511,0.00009235869,0.0009974436,0.0003771804,0.0141568],"category_scores_gemma":[0.001045033,0.0004008522,0.0006163621,0.0004101484,0.00004397427,0.0001766048,0.0001583416,0.0007820886,0.00005065018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005012727,"about_ca_system_score_gemma":0.0005859299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007487103,"about_ca_topic_score_gemma":2.090206e-7,"domain_scores_codex":[0.9943728,0.001607244,0.002780959,0.0003334491,0.0005868517,0.0003186588],"domain_scores_gemma":[0.9951047,0.0003599254,0.003652284,0.0005876867,0.0001656073,0.0001298141],"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":[0.00005815243,0.0002733981,7.302598e-7,0.1532573,0.000574121,0.0008322898,0.0001259828,0.00001999259,0.01434424,0.00005686866,0.002232707,0.8282242],"study_design_scores_gemma":[0.0002820266,0.00002060066,7.398993e-7,0.02624351,0.0005519882,0.00110155,0.00001229,1.0505e-7,0.02088076,0.00007206867,0.950497,0.0003373073],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001985821,0.9973678,0.00001331905,0.0001133889,0.0007070746,0.0003370762,0.00006062731,0.00002108466,0.001181064],"genre_scores_gemma":[0.00001006047,0.9968231,0.001471965,0.0001033782,0.0008257714,0.0001255114,0.0001390095,0.00009750999,0.0004036324],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9482644,"threshold_uncertainty_score":0.9998443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06553789401597936,"score_gpt":0.3549794846255762,"score_spread":0.2894415906095968,"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."}}