{"id":"W4389284752","doi":"10.1016/j.foodchem.2023.138130","title":"Construction of photocatalytic coating for alleviating the shriveling of postharvest fruit cucumber after simulated transportation","year":2023,"lang":"en","type":"article","venue":"Food Chemistry","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Postharvest; Ethylene; Chemistry; Photocatalysis; Coating; Polysaccharide; Cell wall; Pectin; Degradation (telecommunications); Materials science; Horticulture; Food science; Organic chemistry; Catalysis; Biochemistry; Biology","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":[0.0002743396,0.0001267349,0.0002058477,0.00002813582,0.00008333242,0.00002058454,0.0001752213,0.00007666241,0.00007187135],"category_scores_gemma":[0.00008010279,0.0001122444,0.00008950992,0.0002610673,0.0001020242,0.0001098754,0.00002088827,0.00007701452,0.000006245041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000188741,"about_ca_system_score_gemma":0.00004138005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003678198,"about_ca_topic_score_gemma":0.00001347631,"domain_scores_codex":[0.9988637,0.00001304397,0.0004800528,0.0002188339,0.0002090492,0.0002153041],"domain_scores_gemma":[0.9990261,0.0002175204,0.0003569069,0.000219597,0.0001479742,0.00003190984],"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":[0.00006445411,0.0000129057,0.001571836,0.0005133163,0.00002353105,7.271585e-7,0.0009605907,0.001741322,0.9950125,0.00001101384,0.000009646709,0.00007820604],"study_design_scores_gemma":[0.000434183,0.00005081677,0.0004280941,0.0002025448,0.0000539982,0.000003604303,0.0006210954,0.003410269,0.9945262,0.000130821,0.00002556949,0.0001127845],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988244,0.00004425001,0.0002163129,0.00002881916,0.00009831718,0.0003359624,0.0002765097,0.00007427568,0.0001011849],"genre_scores_gemma":[0.9984037,0.000001461607,0.001272025,0.000008833947,0.0000476113,0.00003920048,0.0001674268,0.00002397162,0.00003571558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001668947,"threshold_uncertainty_score":0.4577194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346878159302946,"score_gpt":0.2446575795836213,"score_spread":0.2311887979905919,"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."}}