{"id":"W2414109714","doi":"10.1016/j.biosystemseng.2016.05.006","title":"Temperature distribution in a packed-bed of canola seeds with various moisture contents and bulk volumes during radio frequency (RF) heating","year":2016,"lang":"en","type":"article","venue":"Biosystems Engineering","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Foreign Agricultural Service; Western Grains Research Foundation; Ministry of Agriculture - Saskatchewan","keywords":"Canola; Volume (thermodynamics); Moisture; Materials science; Water content; Enhanced Data Rates for GSM Evolution; Environmental science; Composite material; Chemistry; Food science; Thermodynamics; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001372999,0.0001552748,0.0002010836,0.00005240858,0.00002904932,0.00001511643,0.00006894594,0.0001641768,0.000001155312],"category_scores_gemma":[0.0001218765,0.0001155844,0.0000273027,0.0001222083,0.00002182773,0.00001014116,0.00003007376,0.00007661391,1.763722e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007283394,"about_ca_system_score_gemma":0.00002633565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002633421,"about_ca_topic_score_gemma":0.00007198661,"domain_scores_codex":[0.9992375,0.00003699056,0.0002302688,0.0002341798,0.00007603296,0.0001850386],"domain_scores_gemma":[0.9995992,0.00001550958,0.00008652449,0.0001755013,0.00007360346,0.00004966772],"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":[0.00002883555,0.00001061674,0.01885517,0.0001651359,0.00003614662,0.000003970309,0.00005924976,0.00006306383,0.9806385,0.00005196,0.000009144118,0.00007818332],"study_design_scores_gemma":[0.0008798804,0.00007886586,0.02603091,0.0005125192,0.000007867015,0.00006561445,0.00004440041,0.00004118248,0.9719836,0.000001211564,0.0001712034,0.0001827529],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970177,0.0006455119,0.001912573,0.00002717859,0.00009577812,0.0002025599,0.00006855676,0.00001907432,0.00001109371],"genre_scores_gemma":[0.9987245,0.00003339158,0.0009883635,0.000003841191,0.00009369814,0.00001596583,0.00003685071,0.00002246409,0.00008097055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008654925,"threshold_uncertainty_score":0.4713397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004678066565956118,"score_gpt":0.2014660549386957,"score_spread":0.1967879883727395,"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."}}