{"id":"W4387707535","doi":"10.1177/0958305x231206507","title":"Energy, exergy, environment and techno-economic analysis of parabolic trough collector: A comprehensive review","year":2023,"lang":"en","type":"review","venue":"Energy & Environment","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Parabolic trough; Nanofluid; Exergy; Mechanical engineering; Thermal; Process engineering; Electricity; Environmental science; Renewable energy; Solar energy; Materials science; Engineering; Meteorology; 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":[0.0005675099,0.001388962,0.002157794,0.003948693,0.0003283153,0.001309736,0.0009027304,0.0009463081,0.004951915],"category_scores_gemma":[0.0007190038,0.0006384176,0.001512611,0.004609806,0.0003127163,0.001664419,0.0005529531,0.0008064762,0.00157891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006889682,"about_ca_system_score_gemma":0.00143188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002493913,"about_ca_topic_score_gemma":0.003343074,"domain_scores_codex":[0.9997432,0.00003383485,0.00003756875,0.00005245089,0.0001115608,0.00002147171],"domain_scores_gemma":[0.9996662,0.0001650366,0.00005683163,0.00001251776,0.00008914188,0.000010209],"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":[0.00008610914,0.0001601967,0.0005051356,0.1136171,0.0003804861,0.0002738616,0.00009692911,0.003836157,0.005708585,0.01019335,0.02303293,0.8421091],"study_design_scores_gemma":[0.00001016282,0.0002278593,0.001991041,0.01089181,0.0005993202,0.0008483715,0.0001335452,0.0009796205,0.003893414,0.004002989,0.9763558,0.00006607437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004403831,0.9971281,0.0004010659,0.000102411,0.00008745844,0.000008954265,0.00008483863,0.000007811554,0.001739111],"genre_scores_gemma":[0.002042764,0.9967718,0.0004041921,0.00004228856,0.00006644807,0.00001098055,0.00007527414,0.000003508425,0.0005828126],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004951915,"threshold_uncertainty_score":0.01656586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03704468072197627,"score_gpt":0.2635601957713245,"score_spread":0.2265155150493482,"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."}}