{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002384199,0.0001548823,0.0002612357,0.00001512829,0.0000691422,0.00001152264,0.0002570564,0.0001210732,0.0001502664],"category_scores_gemma":[0.00001879452,0.00006758669,0.000187139,0.0003141207,0.00007432506,0.00007267098,0.00005427006,0.0001309224,0.00001447469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009494964,"about_ca_system_score_gemma":0.000009124527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002360371,"about_ca_topic_score_gemma":0.0000259242,"domain_scores_codex":[0.9988633,0.00001159253,0.0002749213,0.0002569978,0.0002548761,0.0003383117],"domain_scores_gemma":[0.9994968,0.00008718346,0.0001271649,0.00009127927,0.00006670666,0.0001309084],"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":[0.00003657166,0.00008822091,0.002473958,0.00001578278,0.00001703621,0.000005281005,0.00001545596,3.038956e-7,0.9586839,0.00004140835,0.0005969314,0.03802516],"study_design_scores_gemma":[0.0001719788,0.00001547225,0.3674543,0.00001808494,0.00002824772,0.00001112391,0.00006857514,0.00000253546,0.5242686,0.0002940022,0.1074954,0.0001716779],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832268,0.004228114,0.00001440381,0.00007124292,0.0001707504,0.0001009795,0.000107912,0.00006286858,0.01201695],"genre_scores_gemma":[0.9982612,0.0002143237,0.0002044902,0.0001395897,0.000221731,0.00000625893,0.0002606672,0.000001185195,0.0006905858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4344153,"threshold_uncertainty_score":0.2756105,"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."}}