{"id":"W4396806955","doi":"10.21203/rs.3.rs-4369825/v1","title":"Enhancing monolignol ferulate conjugate levels in poplar lignin via OsFMT1","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Monolignol; Lignin; Conjugate; Botany; Chemistry; Mathematics; Biology; Organic chemistry; Mathematical analysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001454886,0.0004479042,0.0002070179,0.0001715825,0.0001049408,0.0003738154,0.0002421432,0.0002573198,0.001239176],"category_scores_gemma":[0.00009054568,0.0001079732,0.0002198087,0.0001930482,0.000177429,0.0001930938,0.0002031256,0.000488875,0.0004372298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003290937,"about_ca_system_score_gemma":0.0001806741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005357016,"about_ca_topic_score_gemma":0.0006562572,"domain_scores_codex":[0.9999032,0.000009956053,0.000008706777,0.00002809677,0.00002510609,0.0000248822],"domain_scores_gemma":[0.9998652,0.00002118801,0.00005639467,0.00001000826,0.00001542711,0.00003180073],"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":[0.00003121601,0.00001169433,0.00006650588,0.00001640482,0.000001788731,0.00001170335,0.000006304675,0.00003562336,0.9993052,0.00003945006,0.00001893752,0.0004551638],"study_design_scores_gemma":[0.000002779564,0.00004675566,0.0007718654,0.000001524632,0.000006782291,0.00003279494,0.000008169123,0.0003878347,0.9976549,0.00001314319,0.001070736,0.000002752452],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916428,0.0005309944,0.005984056,0.0001051778,0.000026698,0.0000202245,0.0005701048,0.0002194711,0.0009003759],"genre_scores_gemma":[0.989548,0.0004286888,0.004119863,0.00006819201,0.00001133389,0.00002821443,0.00136389,0.0001130453,0.0043187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001239176,"threshold_uncertainty_score":0.004145443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0406884238131482,"score_gpt":0.3420932055124687,"score_spread":0.3014047816993206,"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."}}