{"id":"W4416443276","doi":"10.5376/be.2025.15.0015","title":"Metabolic Pathways in Kiwifruit: From Gene Expression to Metabolite Accumulation","year":2025,"lang":"","type":"article","venue":"Biological Evidence","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":"Transcriptome; Metabolic pathway; Metabolome; Metabolite; Gene expression; Transcription factor; Flavor; Gene; Transcription (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002315498,0.0005510111,0.0009582108,0.0001310844,0.0003568704,0.000361556,0.001368599,0.0006221238,0.0009832907],"category_scores_gemma":[0.003306673,0.0002465283,0.0003111193,0.002181398,0.0001887192,0.0005980652,0.00135209,0.0004610601,0.0004243321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001016257,"about_ca_system_score_gemma":0.00004638703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002462291,"about_ca_topic_score_gemma":0.0006127788,"domain_scores_codex":[0.9938222,0.001849676,0.001276385,0.001622106,0.0005191957,0.0009104244],"domain_scores_gemma":[0.9966973,0.002169184,0.0002632989,0.0003844859,0.0001298383,0.0003558781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004707954,0.0004671565,0.08330215,0.00002772718,0.00004390091,0.00002450334,0.0003349927,0.0001813721,0.807624,0.01014229,0.0005305424,0.09685051],"study_design_scores_gemma":[0.0002568144,0.0002094905,0.9051403,0.0007465858,0.00004676127,3.508956e-7,0.0003039344,0.0001716937,0.03858909,0.006798822,0.0472107,0.0005255077],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962867,0.02311343,0.0006744821,0.01044496,0.0008777865,0.001248969,0.0002147925,0.0001062605,0.0004523129],"genre_scores_gemma":[0.9841643,0.006853509,0.001208181,0.00631793,0.0004705962,0.000153959,0.0001029019,0.000002235009,0.0007263765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8218381,"threshold_uncertainty_score":0.9999987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2384868389444255,"score_gpt":0.355168344770945,"score_spread":0.1166815058265195,"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."}}