{"id":"W4399725689","doi":"10.1016/j.postharvbio.2024.113059","title":"Synergistic effect of red-white LED and modified atmosphere packaging on okra quality maintenance and its mechanism in simulated cold chain logistics","year":2024,"lang":"en","type":"article","venue":"Postharvest Biology and Technology","topic":"Postharvest Quality and Shelf Life Management","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"National Key Research and Development Program of China Stem Cell and Translational Research","keywords":"Modified atmosphere; Cold chain; Atmosphere (unit); Mechanism (biology); Quality (philosophy); Chemistry; Business; Food science; Shelf life; Physics; Meteorology","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":[0.001079187,0.0002663473,0.0005278818,0.00005603838,0.000113048,0.00003977783,0.0001724953,0.0004623665,0.0000142559],"category_scores_gemma":[0.000508245,0.0001268406,0.00003647689,0.0005056315,0.0003938391,0.00006996112,0.0002248384,0.0003489041,0.000003871374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002208805,"about_ca_system_score_gemma":0.00000663817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000154193,"about_ca_topic_score_gemma":0.0007752567,"domain_scores_codex":[0.9981266,0.0003686926,0.0004214952,0.0006168835,0.00007643279,0.0003898664],"domain_scores_gemma":[0.9987594,0.0009143748,0.0001135139,0.0001033394,0.00003590168,0.00007350414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002312683,0.00008038826,0.03720477,0.0003554287,0.00007995436,0.00009075588,0.00005924903,0.00003735878,0.1094354,0.8410416,0.00002005719,0.01136382],"study_design_scores_gemma":[0.006204023,0.01558152,0.6021423,0.002566938,0.0003957744,0.000172325,0.001045724,0.05046814,0.08134793,0.2298305,0.006990809,0.00325398],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990973,0.00147876,0.00006929658,0.006441228,0.0001114524,0.0004135153,0.0000902121,0.0001665069,0.0002560453],"genre_scores_gemma":[0.9989645,0.0005148294,0.00002117862,0.0001638495,0.00002453822,0.00002186496,0.00003530599,0.000002945109,0.0002510141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6112111,"threshold_uncertainty_score":0.5172411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01793791538037264,"score_gpt":0.2701451983131714,"score_spread":0.2522072829327988,"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."}}