{"id":"W4405123434","doi":"10.5376/mpr.2024.14.0019","title":"Regulation of Secondary Metabolite Pathways in &lt;i&gt;Ganoderma lucidum&lt;/i&gt; under Environmental Stress","year":2024,"lang":"en","type":"article","venue":"Medicinal Plant Research","topic":"Fungal Biology and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ganoderma lucidum; Metabolite; Chemistry; Active metabolite; Pharmacology; Biology; Biochemistry; Food science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001327278,0.0001485752,0.0003261834,0.0004835674,0.00009621446,0.00001234599,0.0001594578,0.0001969304,0.00122719],"category_scores_gemma":[0.0000702092,0.0001151342,0.00006747857,0.0004349712,0.0005061632,0.00008401627,0.00008936581,0.0008054297,0.0002146001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000133914,"about_ca_system_score_gemma":0.0002691919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002861514,"about_ca_topic_score_gemma":0.0000596903,"domain_scores_codex":[0.9978033,0.0002024719,0.0003958081,0.0004116596,0.000757655,0.0004291236],"domain_scores_gemma":[0.9989141,0.00051515,0.00003674424,0.0003269942,0.00003793584,0.0001691338],"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":[0.0002946409,0.0002331764,0.003477425,0.0003295289,0.00007797973,0.0001965437,0.0005885784,0.00001104193,0.9624906,0.01865938,0.004483303,0.009157825],"study_design_scores_gemma":[0.002026653,0.0006973488,0.7175927,0.001090103,0.0001235302,0.0004917512,0.000901512,0.003226866,0.1456723,0.005332876,0.122564,0.0002803919],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677238,0.01412343,0.000095466,0.00270086,0.0001225636,0.0006316681,0.0006767414,0.00004747766,0.01387798],"genre_scores_gemma":[0.9953538,0.0007063141,0.00008431299,0.00008986395,0.0002513579,0.00006336763,0.001248285,0.00001809843,0.002184643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8168182,"threshold_uncertainty_score":0.9996858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03998072243440583,"score_gpt":0.3124419428680597,"score_spread":0.2724612204336538,"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."}}