{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004228792,0.0005942751,0.0004770801,0.0004692716,0.0002355453,0.001040958,0.0004405993,0.0006417154,0.001537921],"category_scores_gemma":[0.0002903446,0.0002573696,0.0007101464,0.0003892478,0.0003218447,0.000543472,0.000669696,0.00116926,0.001164711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004913016,"about_ca_system_score_gemma":0.0004196009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007105522,"about_ca_topic_score_gemma":0.0009667497,"domain_scores_codex":[0.9995391,0.00007572077,0.00004019743,0.0001142522,0.0001639412,0.00006682812],"domain_scores_gemma":[0.9998568,0.00003493677,0.00003779698,0.00002299506,0.00002514678,0.00002228162],"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":[0.0000924274,0.00003525737,0.0002300409,0.0003182595,0.00001625444,0.0003430517,0.0000594267,0.0008424998,0.9652495,0.00169249,0.0004626309,0.03065824],"study_design_scores_gemma":[0.00002196693,0.0003394481,0.001204528,0.00005505086,0.00005908698,0.0007992703,0.000060595,0.00380203,0.9447839,0.0007366869,0.04809769,0.00003964877],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4796783,0.04238394,0.4059765,0.003863462,0.001203157,0.0008615459,0.002510798,0.008616433,0.05490589],"genre_scores_gemma":[0.7976743,0.01612812,0.1673779,0.000789685,0.00009504386,0.0002378079,0.001394628,0.000444096,0.01585825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001537921,"threshold_uncertainty_score":0.005144835,"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."}}