{"id":"W2995164054","doi":"10.1186/s12870-019-2174-3","title":"The in vivo impact of MsLAC1, a Miscanthus laccase isoform, on lignification and lignin composition contrasts with its in vitro substrate preference","year":2019,"lang":"en","type":"article","venue":"BMC Plant Biology","topic":"Plant Gene Expression Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Chinese Government Scholarship; China Scholarship Council; Deutsche Forschungsgemeinschaft","keywords":"Biology; Lignin; Laccase; Miscanthus; In vivo; Composition (language); Substrate (aquarium); Monolignol; In vitro; Biochemistry; Gene isoform; Botany; Biotechnology; Bioenergy; Enzyme; Biofuel; Biosynthesis; Gene; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002014892,0.000133116,0.0002001256,0.00008702785,0.00002455536,0.000009954309,0.000122098,0.0001385024,0.000003740183],"category_scores_gemma":[0.00002838428,0.0000805585,0.0000368445,0.00009007547,0.0000523141,0.000004229547,0.00002755076,0.0000806266,0.000003480825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001658951,"about_ca_system_score_gemma":0.00007646813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001186098,"about_ca_topic_score_gemma":0.0009614809,"domain_scores_codex":[0.9990773,0.0001579427,0.0002250167,0.0002822423,0.00005312563,0.000204382],"domain_scores_gemma":[0.9994686,0.000123344,0.0001449129,0.0001918001,0.0000308995,0.00004044163],"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":[0.002089115,0.00005499375,0.05685787,0.000009129238,0.00002590424,0.000002576081,0.00002259436,0.0001487378,0.9405532,0.00003789071,0.0001243405,0.00007359264],"study_design_scores_gemma":[0.0009494483,0.0004992991,0.05128832,0.00003862464,0.000008077536,0.00003288002,0.00003614678,0.001178878,0.945791,0.000007638103,0.0000558397,0.0001138354],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988509,0.0001601998,0.0000216595,0.00002569986,0.00002145772,0.0002704108,0.0003694773,0.00000355953,0.000276626],"genre_scores_gemma":[0.9991164,0.0002706835,0.00004779748,0.00002199393,0.00001371698,0.00001976815,0.0004504209,0.00000578958,0.00005344539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005569552,"threshold_uncertainty_score":0.328508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421469559840778,"score_gpt":0.2494498958533464,"score_spread":0.2352352002549386,"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."}}