{"id":"W4399545280","doi":"10.58532/v3bcag3p1ch6","title":"TOMATO PROCESSING","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Postharvest Quality and Shelf Life Management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flavour; Solanum; Raw material; Food science; Shelf life; Crop; Ripening; Horticulture; Value added; Mathematics; Biology; Agronomy","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":[0.0006101924,0.0006458837,0.0005877104,0.001098598,0.001274587,0.002125397,0.0008387755,0.0009399676,0.1799252],"category_scores_gemma":[0.0009827549,0.0002940639,0.0006970263,0.001163647,0.0003669623,0.001185698,0.001498031,0.001048457,0.1094902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007616451,"about_ca_system_score_gemma":0.001118752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001709082,"about_ca_topic_score_gemma":0.003085556,"domain_scores_codex":[0.9992762,0.00004718814,0.00004414097,0.0001914621,0.0003705905,0.00007033507],"domain_scores_gemma":[0.9994859,0.00004456891,0.00004314102,0.00007814393,0.0002836846,0.00006455614],"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":[0.0007298045,0.0003287716,0.004459109,0.002755328,0.00005577004,0.002043871,0.0008548712,0.0005341289,0.1935484,0.009731199,0.3065261,0.4784325],"study_design_scores_gemma":[0.00002283415,0.0001575762,0.003062443,0.0001258758,0.00001690977,0.0007684768,0.0001971234,0.0001912018,0.01638704,0.001045119,0.9779989,0.00002640625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04832118,0.01149713,0.03934659,0.004325709,0.003797675,0.002729362,0.0244796,0.009672617,0.85583],"genre_scores_gemma":[0.1204715,0.008990959,0.04401315,0.004135508,0.0005978966,0.001191043,0.03334058,0.002556172,0.784703],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1799252,"threshold_uncertainty_score":0.6019096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07876212890571344,"score_gpt":0.2416137533146368,"score_spread":0.1628516244089234,"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."}}