{"id":"W4403778684","doi":"10.1002/cjce.25533","title":"Mathematical modelling, energy consumption, and quality evaluation of wheat seeds subjected to intermittent drying","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Agricultural Engineering and Mechanization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Agricultural engineering; Energy consumption; Quality (philosophy); Consumption (sociology); Environmental science; Process engineering; Engineering; Physics; Sociology; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004701518,0.0001097513,0.0001647902,0.0001465236,0.00001835399,0.00004523165,0.000094428,0.00006425712,0.00002138382],"category_scores_gemma":[0.0001003887,0.00007999771,0.00004679418,0.000184542,0.00001427089,0.00008042323,0.00000754038,0.0001723105,0.000001516497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002177743,"about_ca_system_score_gemma":0.00006385778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001090152,"about_ca_topic_score_gemma":0.00002996949,"domain_scores_codex":[0.9992253,0.00001318899,0.0003285481,0.0000642468,0.0002153306,0.0001533713],"domain_scores_gemma":[0.9994542,0.00006637955,0.00002269702,0.00006273179,0.0001644619,0.0002295176],"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":[0.000001511098,0.000001433293,0.000005076015,0.0001823012,0.00005110768,0.000001992614,0.0005553072,0.8001681,0.1929909,0.003866878,0.00006446717,0.002110999],"study_design_scores_gemma":[0.0000926165,0.000009541683,0.00005093136,0.0004111999,0.00006987225,0.00007073783,0.00001553971,0.8947994,0.1040023,0.0002218245,0.0001461953,0.0001099061],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8572322,0.001425864,0.1408966,0.00007440496,0.0002208072,0.00005836989,0.000003671749,0.00004550153,0.00004261326],"genre_scores_gemma":[0.9990504,0.00001300227,0.0007930407,0.000007185158,0.0001015464,0.000003954366,0.000002452841,0.00001980604,0.000008578128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1418183,"threshold_uncertainty_score":0.3262212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02839477437452608,"score_gpt":0.229019496138116,"score_spread":0.2006247217635899,"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."}}