{"id":"W4406388866","doi":"10.1016/j.jspr.2025.102548","title":"Influence of rewetting method on soybean behaviour during fluidized bed drying, experimental and simulation study","year":2025,"lang":"en","type":"article","venue":"Journal of Stored Products Research","topic":"Plant Surface Properties and Treatments","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lethbridge College","funders":"","keywords":"Fluidized bed; Environmental science; Pulp and paper industry; Waste management; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001530968,0.00008852353,0.0002152545,0.00007620313,0.0002783942,0.00004496584,0.0001645774,0.00003648122,0.00001002349],"category_scores_gemma":[0.000485559,0.00003462781,0.00003239521,0.0003400389,0.00004543972,0.0001651162,0.0001113087,0.000231292,7.640538e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007087358,"about_ca_system_score_gemma":0.00002515036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000181052,"about_ca_topic_score_gemma":0.000004581729,"domain_scores_codex":[0.9983749,0.000373883,0.0003309406,0.0002018734,0.0005226686,0.0001957132],"domain_scores_gemma":[0.9989987,0.0002841886,0.0001525606,0.00005756076,0.0004521417,0.0000548488],"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":[0.0005970524,0.0005110061,0.0563527,0.00001575427,0.00004645039,0.00002517553,0.0006197978,0.0003639026,0.9394829,0.000002706634,0.00001806532,0.001964448],"study_design_scores_gemma":[0.0006696865,0.00109803,0.2677099,0.0001381465,0.00001514103,0.00000914358,0.002078862,0.00004881748,0.7281294,0.00001872804,0.00002463499,0.00005949242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998587,0.0006173736,1.275138e-7,0.000374486,0.00003633258,0.0003466425,0.000004107361,0.000005291399,0.0000286732],"genre_scores_gemma":[0.9996151,0.00001954269,0.0002034279,0.000004420074,0.00004750349,0.000003773715,0.000001135933,9.342185e-7,0.0001041349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2113572,"threshold_uncertainty_score":0.2141211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0637326330471942,"score_gpt":0.3811644878023572,"score_spread":0.317431854755163,"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."}}