{"id":"W4407989003","doi":"10.18280/ijdne.200119","title":"Performance Evaluation of an Inflated Solar Dryer Integrated with Phase Change Materials for Enhanced Drying of Cherry Coffee","year":2025,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Food Drying and Modeling","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi","keywords":"Solar dryer; Phase change; Phase-change material; Environmental science; Process engineering; Engineering; Materials science; Agricultural engineering; Solar energy; Engineering physics; Electrical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004158586,0.0002896774,0.0007521574,0.0002955804,0.0002178124,0.00041455,0.000533436,0.0004503845,0.0007341859],"category_scores_gemma":[0.0003788462,0.0002101468,0.0005515552,0.0002954226,0.0001294086,0.000350784,0.0002380065,0.000324152,0.0002312598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002148802,"about_ca_system_score_gemma":0.0001541945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009060834,"about_ca_topic_score_gemma":0.001436126,"domain_scores_codex":[0.9997891,0.00002384467,0.00001828923,0.00004920694,0.00008864643,0.00003096682],"domain_scores_gemma":[0.9998488,0.00003318089,0.00002762763,0.00001933399,0.00005297597,0.00001800642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004051113,0.00007380037,0.0005581838,0.0001711919,0.000018353,0.00008118282,0.00003623563,0.001601796,0.9907469,0.00003652882,0.00005337139,0.006217452],"study_design_scores_gemma":[0.00003233755,0.001277422,0.006742271,0.000008969183,0.0000655578,0.0001665129,0.00003855625,0.01209389,0.9781902,0.00001560662,0.00134719,0.00002156665],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948193,0.0005788615,0.003947125,0.00002748417,0.00001953088,0.00002208868,0.0001017653,0.0001125797,0.000371293],"genre_scores_gemma":[0.9930254,0.0003833888,0.005541903,0.00002080166,0.000006177379,0.00001730052,0.00009630901,0.00001991668,0.0008887959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009060834,"threshold_uncertainty_score":0.002456069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03949511554002626,"score_gpt":0.3071725228261924,"score_spread":0.2676774072861661,"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."}}