{"id":"W4389722093","doi":"10.1016/j.jspr.2023.102228","title":"Development and enhancement in drying performance of a novel portable greenhouse solar dryer","year":2023,"lang":"en","type":"article","venue":"Journal of Stored Products Research","topic":"Greenhouse Technology and Climate Control","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Department of Mechanical Engineering, University of Alberta; Department of Science and Technology, Ministry of Science and Technology, India; Department of Chemistry, Aligarh Muslim University; Gujarat Council on Science and Technology","keywords":"Solar dryer; Greenhouse; Environmental science; Solar greenhouse; Solar energy; Agricultural engineering; Process engineering; Environmental engineering; Materials science; Agronomy; Engineering; Biology; Electrical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003108765,0.00007695611,0.0002196088,0.0001478885,0.0001467137,0.00001675221,0.0002545791,0.00007418702,0.00003488383],"category_scores_gemma":[0.0002302474,0.00003264077,0.00002118418,0.0009168292,0.00009980226,0.000159352,0.0001311293,0.0003744948,0.000007820219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004919193,"about_ca_system_score_gemma":0.00006953905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003054905,"about_ca_topic_score_gemma":0.00009461369,"domain_scores_codex":[0.9985117,0.00004788939,0.0004182696,0.0001669612,0.0004942354,0.0003609952],"domain_scores_gemma":[0.9992618,0.00009568088,0.0001556231,0.00005714309,0.0003753392,0.00005439411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001579707,0.0001770114,0.0229794,0.00006559337,0.00002252491,0.00003097575,0.0005165131,0.000005120493,0.9095898,0.00006640988,0.0002061203,0.06618252],"study_design_scores_gemma":[0.001162235,0.001072635,0.472528,0.0003766645,0.000009067592,0.00007221756,0.002245094,0.0002743191,0.5120251,0.00009835558,0.009921821,0.0002144766],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975486,0.0005698818,5.122548e-7,0.001597618,0.00005090424,0.0001627215,0.000001526741,0.00001288404,0.0000552901],"genre_scores_gemma":[0.9986119,0.0005782853,0.0004961422,0.000007418561,0.00006113101,0.000007961818,0.000001548965,0.000001329004,0.000234254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4495487,"threshold_uncertainty_score":0.1627015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1063827787487504,"score_gpt":0.3071952964408269,"score_spread":0.2008125176920765,"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."}}