{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001339323,0.001116613,0.002181322,0.00420385,0.0003893646,0.0009959105,0.000889345,0.0008873668,0.004389097],"category_scores_gemma":[0.002093247,0.0005294002,0.001542162,0.004616852,0.0003688237,0.001534607,0.0006495038,0.0006693683,0.0007916326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006310847,"about_ca_system_score_gemma":0.003646498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001747634,"about_ca_topic_score_gemma":0.005018506,"domain_scores_codex":[0.9992818,0.0001543481,0.0002184606,0.00009652063,0.0002071747,0.00004166325],"domain_scores_gemma":[0.9987823,0.0006191997,0.0002681796,0.0000378825,0.0002642868,0.00002819049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001257024,0.00009105627,0.000369207,0.4411379,0.000643249,0.0002906676,0.0001601438,0.0007552319,0.00667177,0.004171167,0.0133834,0.5322005],"study_design_scores_gemma":[0.00006078323,0.0006435378,0.002159472,0.09002934,0.003521712,0.0008460796,0.0002363171,0.0004109536,0.005380295,0.00216284,0.8944841,0.0000646386],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006155699,0.9976106,0.0004554855,0.0001290114,0.0001364225,0.00004992818,0.0001123455,0.000008684778,0.0008819507],"genre_scores_gemma":[0.001783238,0.9965035,0.0009004941,0.0001577296,0.0000666455,0.00004943801,0.0001166792,0.000003521114,0.000418831],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004389097,"threshold_uncertainty_score":0.01468301,"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."}}