{"id":"W2981601339","doi":"10.15760/etd.7090","title":"Malt Drying Model Verification for Efficiency Improvement","year":2000,"lang":"en","type":"report","venue":"","topic":"Food Drying and Modeling","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Airflow; Environmental science; Water content; Inlet; Moisture; Kiln; Relative humidity; Humidity; Meteorology; Engineering; Waste management; Geotechnical engineering; Geography; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001026829,0.0008265781,0.0005788927,0.0004302172,0.0003865602,0.0008644113,0.001194317,0.0006975699,0.01579964],"category_scores_gemma":[0.002990088,0.0003384508,0.001130538,0.0003510835,0.0001573921,0.0008843046,0.000582893,0.000815371,0.002224665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008029952,"about_ca_system_score_gemma":0.001099369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01430404,"about_ca_topic_score_gemma":0.006921289,"domain_scores_codex":[0.9996146,0.00008717644,0.00003377209,0.00006180227,0.0001607747,0.00004189302],"domain_scores_gemma":[0.9987456,0.000459923,0.00007265397,0.0002050661,0.0005048196,0.00001196646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002269153,0.0001531781,0.001161546,0.0002628293,0.00003243877,0.0001288562,0.00007753964,0.9320763,0.01896488,0.006491575,0.002737418,0.03768646],"study_design_scores_gemma":[0.0000100562,0.00002417816,0.0001114891,0.000007561485,0.000005550957,0.000009414136,0.000007860482,0.9911128,0.00656431,0.0003104814,0.001832304,0.00000407347],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1098482,0.0002676513,0.8480439,0.0003234192,0.0001155194,0.0004212022,0.002463591,0.007934209,0.03058229],"genre_scores_gemma":[0.7726851,0.0003122023,0.2076596,0.00008606091,0.00001685233,0.0004226656,0.002531767,0.001274283,0.01501137],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01579964,"threshold_uncertainty_score":0.05285507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09228529219188265,"score_gpt":0.2894664858941577,"score_spread":0.197181193702275,"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."}}