{"id":"W1523640743","doi":"10.1002/9781118308035.ch38","title":"Thermal Processing Principles","year":2012,"lang":"en","type":"other","venue":"","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003034287,0.001185785,0.0005240017,0.0009127376,0.0005946542,0.001211059,0.001112517,0.0007067965,0.03543504],"category_scores_gemma":[0.0003013346,0.000406939,0.0004871097,0.0007102401,0.0006850646,0.00143847,0.001033624,0.001459677,0.0287886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000426987,"about_ca_system_score_gemma":0.0004251075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003327387,"about_ca_topic_score_gemma":0.0006445411,"domain_scores_codex":[0.9996371,0.00002631924,0.00001476393,0.00007541195,0.0002122959,0.00003400924],"domain_scores_gemma":[0.9998991,0.00001480273,0.000007635121,0.00003377677,0.00003589202,0.000008719589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001198354,0.0001047736,0.0001890445,0.0007543279,0.00001491276,0.0001855607,0.0002162296,0.00329251,0.1333328,0.290989,0.05628462,0.5145164],"study_design_scores_gemma":[0.00001120902,0.00006770929,0.0003572351,0.0001124766,0.00001381141,0.0005729815,0.00003608029,0.004546543,0.1007798,0.0389398,0.8545287,0.00003371097],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005656704,0.009353433,0.4569309,0.0006667986,0.0008779049,0.0002550674,0.0006500267,0.003623325,0.5219858],"genre_scores_gemma":[0.05530891,0.01212866,0.2009452,0.0007681464,0.0003528991,0.0005506481,0.00126933,0.001726282,0.7269499],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03543504,"threshold_uncertainty_score":0.1185421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03191820874587201,"score_gpt":0.3118519855410324,"score_spread":0.2799337767951603,"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."}}