{"id":"W4416784339","doi":"10.1016/j.postharvbio.2025.114095","title":"PpbHLH59 is a key regulator of ethylene biosynthesis and cell wall degradation during peach fruit ripening and softening","year":2025,"lang":"en","type":"article","venue":"Postharvest Biology and Technology","topic":"Postharvest Quality and Shelf Life Management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Agriculture","funders":"Earmarked Fund for China Agriculture Research System; Northwest A and F University","keywords":"Ripening; Softening; Ethylene; Gene silencing; Regulator; Transcription factor; Prunus; Promoter; Gene expression","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":[0.0001168007,0.0003139928,0.0004207242,0.0002300845,0.0003681277,0.0004532985,0.0002390385,0.0003550534,0.00263253],"category_scores_gemma":[0.0001551881,0.0002506021,0.0003370079,0.0001700998,0.0002331928,0.0003309876,0.0004739092,0.0004126634,0.001207301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003960164,"about_ca_system_score_gemma":0.0001535334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009179836,"about_ca_topic_score_gemma":0.001194618,"domain_scores_codex":[0.9998004,0.00001492595,0.00001104497,0.00007509167,0.00005579813,0.00004275678],"domain_scores_gemma":[0.9998726,0.00001843812,0.00003479125,0.00001161781,0.0000189762,0.00004357783],"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":[0.0001671974,0.000007438464,0.0004912473,0.00002347008,0.000004270056,0.0001144304,0.00001039821,0.00001713119,0.9978626,0.00007406643,0.00008022456,0.001147331],"study_design_scores_gemma":[0.00003763804,0.000185309,0.1251537,0.00001656836,0.00003379081,0.000799166,0.00009108827,0.002104064,0.8630187,0.0002250148,0.008311287,0.00002380741],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832223,0.004404912,0.00632039,0.0002602018,0.000153814,0.00003739721,0.001326184,0.0002319021,0.004042919],"genre_scores_gemma":[0.9879535,0.0005024443,0.001633358,0.0001568634,0.00002838844,0.00001971583,0.002047559,0.00005809989,0.007600079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00263253,"threshold_uncertainty_score":0.008806705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009732633230312197,"score_gpt":0.2234331081130706,"score_spread":0.2137004748827584,"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."}}