{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006693689,0.0003243839,0.0001237555,0.0001623438,0.0001451202,0.0001527905,0.0002755302,0.0002966087,0.000625437],"category_scores_gemma":[0.00008844787,0.000180942,0.0002105293,0.0001086674,0.0001116318,0.0001880328,0.0001140085,0.0003287597,0.0001124609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002116507,"about_ca_system_score_gemma":0.000131656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001849957,"about_ca_topic_score_gemma":0.00372211,"domain_scores_codex":[0.9999498,0.000002301783,0.000001996792,0.00001649987,0.00001584983,0.00001348073],"domain_scores_gemma":[0.9999428,0.000006169648,0.00001569362,0.000005949458,0.00001744288,0.00001191511],"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":[0.00000849766,0.000003723692,0.0000325073,0.00001482588,0.000001060598,0.00002333602,0.000003790673,0.00003183013,0.999461,0.00001528813,0.00001423875,0.0003900151],"study_design_scores_gemma":[0.000001849428,0.00004502213,0.001024576,0.000001496629,0.00000506584,0.00003256735,0.000006120234,0.0009355519,0.9975129,0.000004005003,0.00042778,0.00000290061],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923952,0.0005305101,0.005344369,0.00004086511,0.00004945749,0.00003043569,0.0001243131,0.0001274102,0.001357466],"genre_scores_gemma":[0.9948042,0.0002665753,0.003279207,0.00001713361,0.000004461188,0.00001502763,0.00007495609,0.00002056539,0.00151789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001849957,"threshold_uncertainty_score":0.003678381,"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."}}