{"id":"W1967221030","doi":"10.1016/j.phytochem.2007.04.028","title":"Dynamic flux cartography of hairy roots primary metabolism","year":2007,"lang":"en","type":"article","venue":"Phytochemistry","topic":"Plant nutrient uptake and metabolism","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Metabolism; Pentose phosphate pathway; Biochemistry; Metabolic flux analysis; Flux (metallurgy); Metabolic pathway; Anabolism; Citric acid cycle; Primary metabolite; Secondary metabolism; Chemistry; Catharanthus roseus; Metabolite; Glycolysis; Biology; Biosynthesis; Organic chemistry; Enzyme","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":[0.00005030849,0.0002564667,0.0002427723,0.0008325288,0.0002353458,0.0003885027,0.0001426995,0.0002117476,0.003737499],"category_scores_gemma":[0.0001031542,0.0001513246,0.0002697905,0.0006758812,0.0000976502,0.0002284553,0.00009974001,0.0001834689,0.0003819251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003382465,"about_ca_system_score_gemma":0.0001843485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01084842,"about_ca_topic_score_gemma":0.01012636,"domain_scores_codex":[0.9999794,0.000001990312,6.041147e-7,0.000008910141,0.000005030928,0.000004101604],"domain_scores_gemma":[0.9999483,0.00002066917,0.000005359954,0.000005268248,0.00001356927,0.000006901846],"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":[0.0005640339,0.0000899724,0.0118243,0.0002595981,0.000135562,0.0003284476,0.0002105832,0.1067481,0.711737,0.003215859,0.003371238,0.1615153],"study_design_scores_gemma":[0.0000230922,0.00006205447,0.1372727,0.00002147933,0.00005910086,0.0003391323,0.0001294074,0.7649564,0.08776843,0.003079237,0.006223073,0.00006601735],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8536903,0.0007594916,0.1328787,0.000204505,0.00005360859,0.00002770728,0.003845733,0.002189305,0.006350727],"genre_scores_gemma":[0.9691446,0.0003853794,0.02736203,0.00001457863,0.00001593687,0.0000198447,0.0008316244,0.0001064316,0.002119535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01084842,"threshold_uncertainty_score":0.02157056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00813975105415114,"score_gpt":0.2087223823671059,"score_spread":0.2005826313129548,"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."}}