{"id":"W4417277032","doi":"10.5376/mpr.2025.15.0029","title":"Agronomic Practices and Secondary Metabolite Accumulation in &lt;i&gt;Salvia miltiorrhiza&lt;/i&gt;","year":2025,"lang":"","type":"article","venue":"Medicinal Plant Research","topic":"Plant biochemistry and biosynthesis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Secondary metabolite; Metabolite; Yield (engineering); Production (economics)","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"],"consensus_categories":[],"category_scores_codex":[0.004645933,0.0004965692,0.0006508524,0.0006239336,0.0004098475,0.0001861986,0.0006805448,0.0008232415,0.000258396],"category_scores_gemma":[0.002426838,0.0004642054,0.0001256285,0.0006647854,0.0006856874,0.00004540339,0.0006220267,0.001141119,0.00005097826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001363857,"about_ca_system_score_gemma":0.001287794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001728302,"about_ca_topic_score_gemma":0.0005722893,"domain_scores_codex":[0.9949436,0.0009523277,0.000833659,0.001350477,0.0007416821,0.001178312],"domain_scores_gemma":[0.9973792,0.0009724374,0.0003600165,0.0006841492,0.0002568863,0.0003473515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002111179,0.0002678401,0.003763304,0.0007257725,0.0002615003,0.0001535155,0.0001459708,0.00000603842,0.9626587,0.0002510266,0.009006421,0.02064873],"study_design_scores_gemma":[0.001937479,0.0003611142,0.04456916,0.0007497401,0.0001834047,0.0002019073,0.0004381124,0.001359309,0.4659252,0.000166976,0.4835361,0.0005714797],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9138783,0.0585828,0.00003677815,0.002685129,0.0002885615,0.0006802229,0.0006438841,0.00001406374,0.0231903],"genre_scores_gemma":[0.9742791,0.01713049,0.000133488,0.0001703187,0.0006130088,0.00005182228,0.001393281,0.00002484425,0.006203628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4967335,"threshold_uncertainty_score":0.999781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04837072848843323,"score_gpt":0.3603325980820534,"score_spread":0.3119618695936202,"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."}}