{"id":"W4401497065","doi":"10.5376/tgmb.2024.14.0005","title":"CRISPR/Cas9 in Poplar Lignin Biosynthesis: Advances and Future Prospects","year":2024,"lang":"en","type":"article","venue":"Tree Genetics and Molecular Breeding","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"State Key Laboratory of Tree Genetics and Breeding, Chinese Academy of Forestry","keywords":"CRISPR; Lignin; Biosynthesis; Computational biology; Biology; Biotechnology; Botany; Biochemistry; Gene","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":[0.001655537,0.0005984403,0.0008489892,0.0006857582,0.0002709915,0.001308541,0.0007461193,0.001285005,0.002272538],"category_scores_gemma":[0.0009798039,0.0002835669,0.0006928744,0.000765947,0.0005675104,0.001360723,0.0006842193,0.001535324,0.0008363668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005356753,"about_ca_system_score_gemma":0.001143209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041029,"about_ca_topic_score_gemma":0.001472548,"domain_scores_codex":[0.9995043,0.0000943409,0.0000617793,0.0001013161,0.0001531054,0.00008522381],"domain_scores_gemma":[0.9994403,0.0002335839,0.00008385045,0.00002336108,0.0001359238,0.00008302465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005476893,0.0001493899,0.001472624,0.01064517,0.000180574,0.0009095642,0.0002466224,0.003341949,0.08086145,0.01636484,0.02347486,0.8618053],"study_design_scores_gemma":[0.0001210606,0.000860408,0.003012314,0.002225021,0.0004885044,0.002407354,0.0002751666,0.005845933,0.06014155,0.01149484,0.9129778,0.000150104],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009381027,0.9664444,0.01295633,0.003801821,0.0006157314,0.00005005973,0.0002242869,0.0003696998,0.006156595],"genre_scores_gemma":[0.04570237,0.937624,0.01072825,0.001952336,0.0004019839,0.00006669095,0.0004592758,0.00004603829,0.003018967],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002272538,"threshold_uncertainty_score":0.008755386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005352690432229834,"score_gpt":0.2023844190067396,"score_spread":0.1970317285745098,"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."}}