{"id":"W4416443127","doi":"10.5376/gab.2025.16.0010","title":"CRISPR/Cas9 Applications in Ganoderma lucidum Breeding for Enhanced Bioactive Compound Production","year":2025,"lang":"","type":"article","venue":"Genomics and Applied Biology","topic":"Fungal Biology and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ganoderma lucidum; Bottleneck; Genome editing; Production (economics); Ganoderma; Key (lock)","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":[0.0003754096,0.0003614152,0.0006730162,0.0003174258,0.0005117574,0.00002540704,0.0001920441,0.0005977551,0.00001490454],"category_scores_gemma":[0.00004585977,0.0003515077,0.00008903365,0.0004825343,0.0006427353,0.00002918341,0.0001458367,0.0004210938,0.00001693246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001945054,"about_ca_system_score_gemma":0.0002207893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000267434,"about_ca_topic_score_gemma":0.00005432807,"domain_scores_codex":[0.997618,0.00003914526,0.0006461685,0.001092077,0.00003465571,0.0005699362],"domain_scores_gemma":[0.9987956,0.0003551088,0.0002224775,0.0004039623,0.0001203758,0.000102451],"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":[0.0004775272,0.0002798172,0.001490453,0.000186157,0.0001539427,1.66313e-7,0.0003595551,0.00001975459,0.8566488,0.1209149,0.0002591709,0.01920978],"study_design_scores_gemma":[0.004801923,0.0005171964,0.01098584,0.0001260393,0.0005968742,0.00001697666,0.004436862,0.0005065151,0.751213,0.06969318,0.1562483,0.0008572967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8821709,0.004457686,0.08839675,0.007581281,0.0008890347,0.007848955,0.0003736924,0.0000719032,0.008209771],"genre_scores_gemma":[0.991787,0.001696721,0.002082562,0.0007799707,0.000519802,0.002110239,0.0005279733,0.00002319474,0.0004725175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1559891,"threshold_uncertainty_score":0.9998937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01615903061474404,"score_gpt":0.2983100516902529,"score_spread":0.2821510210755088,"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."}}