{"id":"W4394124939","doi":"10.6084/m9.figshare.21340387","title":"Additional file 8 of CEF3 is involved in membrane trafficking and essential for secondary cell wall biosynthesis and its mutation enhanced biomass enzymatic saccharification in rice","year":2022,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Enzyme; Biomass (ecology); Biosynthesis; Hydrolysis; Chemistry; Cell wall; Mutation; Biochemistry; Membrane; Biology; Gene; Agronomy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001331715,0.00210776,0.00228519,0.002734434,0.001115169,0.002563014,0.002871672,0.002793472,0.388842],"category_scores_gemma":[0.01115225,0.0008301905,0.001948203,0.004355632,0.0004765902,0.001508425,0.001555141,0.001675541,0.1059043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001211963,"about_ca_system_score_gemma":0.002581522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01148605,"about_ca_topic_score_gemma":0.01690965,"domain_scores_codex":[0.9991212,0.0001219074,0.0001370317,0.000325252,0.0001543172,0.0001401808],"domain_scores_gemma":[0.9936742,0.004283648,0.0004874141,0.0005000847,0.000760908,0.0002936837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004902424,0.0001212499,0.004136218,0.00970184,0.0002227898,0.0001300935,0.00008371101,0.0009700674,0.0007219838,0.0008590478,0.9780616,0.004501254],"study_design_scores_gemma":[0.005047849,0.0001754159,0.02436379,0.003376477,0.0005495815,0.0003415174,0.0002424963,0.001515809,0.001728668,0.005610521,0.9568968,0.0001511624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006940611,0.00002269199,0.00003912159,0.00002559493,0.000005890069,0.000008757383,0.9996045,0.00009428425,0.0001298316],"genre_scores_gemma":[0.0009498079,0.00006140186,0.0005414669,0.0001106275,0.000007609474,0.0002789687,0.9972374,0.0001443513,0.0006683151],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.388842,"threshold_uncertainty_score":0.8717427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647443197338249,"score_gpt":0.2317448606488954,"score_spread":0.2152704286755129,"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."}}