{"id":"W7153714165","doi":"10.5376/be.2025.15.0028","title":"Physiological and Ecological Mechanisms and Metabolic Pathway Analysis of Active Compound Accumulation in &lt;i&gt;Leonurus japonicus&lt;/i&gt; Houtt.","year":2025,"lang":"","type":"article","venue":"Biological Evidence","topic":"Silymarin and Mushroom Poisoning","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metabolic pathway; Pathway analysis; Signal transduction; Active compound; Metabolism; Ectotherm; Enzyme","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":[0.001867238,0.0007413662,0.00281766,0.0008685406,0.0002713477,0.00008379109,0.0004426731,0.001218333,0.0004412791],"category_scores_gemma":[0.006471864,0.0005143529,0.0004701058,0.002792604,0.001372495,0.0003099612,0.0009421885,0.0007498619,0.000009669446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002050552,"about_ca_system_score_gemma":0.0002365701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008514515,"about_ca_topic_score_gemma":0.0001829054,"domain_scores_codex":[0.9939546,0.001405355,0.00150844,0.001745044,0.0004586073,0.000927972],"domain_scores_gemma":[0.9933505,0.004805451,0.0006067636,0.0005960413,0.0002731034,0.0003681173],"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":[0.002941702,0.001387145,0.07377128,0.0002156095,0.002094954,0.0001472178,0.0006916692,0.0002911848,0.7876166,0.08109005,0.00003517983,0.04971746],"study_design_scores_gemma":[0.001820521,0.00160075,0.9733384,0.0007585274,0.001913312,0.00001235678,0.0003174007,0.01228616,0.003741915,0.003336345,0.0003722317,0.0005021092],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632071,0.03289244,0.001111743,0.0006785924,0.0003028805,0.001184697,0.00004953426,0.0000727666,0.000500299],"genre_scores_gemma":[0.9826688,0.01506367,0.001138782,0.0007636819,0.0000826949,0.0001028528,0.00004637858,0.00001324299,0.0001199202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8995671,"threshold_uncertainty_score":0.9997308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07767969922419699,"score_gpt":0.3424792536693044,"score_spread":0.2647995544451074,"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."}}