{"id":"W4312185084","doi":"10.1002/solr.202201014","title":"Systematic Review of Material and Structural Design in Interfacial Solar Evaporators for Clean Water Production","year":2022,"lang":"en","type":"article","venue":"Solar RRL","topic":"Solar-Powered Water Purification Methods","field":"Energy","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Renewable energy; Evaporation; Solar energy; Environmental science; Process engineering; Vaporization; Engineering physics; Materials science; Environmental engineering; Engineering; Meteorology; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002806673,0.0001663139,0.0005116973,0.0001384233,0.0001356218,0.00002966868,0.000210498,0.0000541602,0.0002527073],"category_scores_gemma":[0.0004015893,0.0001312088,0.00007039573,0.0001562244,0.0000429443,0.0001698008,0.0001067162,0.000142316,0.000005405865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000104049,"about_ca_system_score_gemma":0.00003058603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005275411,"about_ca_topic_score_gemma":0.000009347596,"domain_scores_codex":[0.9971775,0.001296122,0.0007331418,0.0003316017,0.0002239697,0.0002376964],"domain_scores_gemma":[0.9992329,0.00005218175,0.0002144037,0.0003691697,0.0000915063,0.00003978859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001648464,0.0002149572,0.0007992658,0.5906662,0.0005052204,0.00001514662,0.0149877,0.001901146,0.3805011,0.00200395,0.001481861,0.005274968],"study_design_scores_gemma":[0.001258502,0.0005587015,0.0002121853,0.01151252,0.0004039963,0.0001008305,0.001401591,0.001391481,0.9738299,0.007035133,0.001590702,0.0007044863],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696774,0.005054721,0.01170215,0.0007903002,0.00458198,0.007799965,0.0001340451,0.0001859645,0.00007351014],"genre_scores_gemma":[0.9889474,0.0001204546,0.009475374,0.0001370855,0.0001582147,0.0007863871,0.0001296984,0.00006399282,0.0001813987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5933288,"threshold_uncertainty_score":0.5350541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02690925832553571,"score_gpt":0.2886438263863711,"score_spread":0.2617345680608354,"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."}}