{"id":"W4220908191","doi":"10.1016/j.gsd.2022.100763","title":"Thermal performance analysis of a solar still with different absorber plates and external copper condenser","year":2022,"lang":"en","type":"article","venue":"Groundwater for Sustainable Development","topic":"Solar-Powered Water Purification Methods","field":"Energy","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Condenser (optics); Desalination; Condensation; Solar still; Materials science; Evaporation; Distillation; Copper; Distilled water; Evaporator; Heat transfer; Environmental engineering; Analytical Chemistry (journal); Composite material; Environmental science; Optics; Chemistry; Mechanical engineering; Metallurgy; Mechanics; Meteorology; Engineering; Physics; Chromatography","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":[0.0007021613,0.0002869895,0.0004745566,0.0004975483,0.0004414179,0.00009408472,0.0002714368,0.00005753311,0.000627468],"category_scores_gemma":[0.00001318265,0.000220188,0.00008839714,0.0004656132,0.00008748563,0.0002373538,0.000267041,0.0001599323,0.00000201689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003523312,"about_ca_system_score_gemma":0.0001201373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002945438,"about_ca_topic_score_gemma":0.0000417041,"domain_scores_codex":[0.997858,0.000138357,0.0004938605,0.0004622127,0.0004341899,0.000613309],"domain_scores_gemma":[0.9989843,0.00009899811,0.0001953583,0.0003370928,0.0002815,0.0001027819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006381929,0.001581749,0.724865,0.001865457,0.01226391,0.000248353,0.08172611,0.1120789,0.01419501,0.0113208,0.0005014656,0.03297132],"study_design_scores_gemma":[0.004755227,0.0009726952,0.7050673,0.00003995242,0.001353978,0.00004575651,0.01408988,0.01187884,0.1083751,0.0005785212,0.1513762,0.001466464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991779,0.0001460278,0.00715889,0.00004979477,0.00005985414,0.0005230677,0.000009360268,0.00004911239,0.000224857],"genre_scores_gemma":[0.9785104,0.000006638147,0.01013061,0.0001026951,0.00001544452,0.0007638592,0.000145682,0.00004900078,0.01027561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1508747,"threshold_uncertainty_score":0.8979006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345763151157375,"score_gpt":0.2345092414072276,"score_spread":0.2210516098956538,"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."}}