{"id":"W4410984045","doi":"10.1016/j.jfca.2025.107874","title":"Unveiling quality links: External predictors of internal quality in Guanxi honey pomelo (Citrus maxima (Burm.) Merr.) mutants","year":2025,"lang":"en","type":"article","venue":"Journal of Food Composition and Analysis","topic":"Plant biochemistry and biosynthesis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"International Magnesium Institute; China Scholarship Council","keywords":"Guanxi; Quality (philosophy); Food science; Biology; Geography; Physics","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":[0.0007659677,0.0001551859,0.0005047837,0.0002954127,0.0000475115,0.00003123572,0.0002169562,0.0002126696,0.00001918205],"category_scores_gemma":[0.00009206153,0.0001355462,0.0003736287,0.0004028392,0.00008133104,0.00001248252,0.0000718901,0.0002339303,2.290137e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002602448,"about_ca_system_score_gemma":0.00006603423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003620116,"about_ca_topic_score_gemma":0.00003901822,"domain_scores_codex":[0.9982437,0.0002165298,0.0009305608,0.0002219835,0.000236871,0.0001503463],"domain_scores_gemma":[0.9988979,0.00005353612,0.0006058143,0.0001748788,0.0001768395,0.00009104252],"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":[0.0006976672,0.0002126205,0.06819351,0.00006511068,0.001337876,0.000008161151,0.00004459136,0.000121486,0.9281352,0.00003167586,0.00002575738,0.001126299],"study_design_scores_gemma":[0.0008295851,0.0002318341,0.08805289,0.0001938689,0.0004710003,0.00003227608,0.0001919064,0.0002186213,0.9094161,0.0001013552,0.000108076,0.0001524379],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994357,0.001379307,0.003624342,0.0001537949,0.00008309182,0.00003703211,0.0001100338,0.000003015924,0.0002523051],"genre_scores_gemma":[0.9988558,0.0003270674,0.0004904734,0.0001464745,0.00009218675,9.097288e-7,0.00003278496,0.000003992725,0.0000502704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01985938,"threshold_uncertainty_score":0.5527412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01151640822783902,"score_gpt":0.2868871677088061,"score_spread":0.2753707594809671,"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."}}