{"id":"W2139171079","doi":"10.1093/aob/mct087","title":"Mathematical model of fructan biosynthesis and polymer length distribution in plants","year":2013,"lang":"en","type":"article","venue":"Annals of Botany","topic":"Microbial Metabolites in Food Biotechnology","field":"Nursing","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Novo Nordisk Fonden","keywords":"Biology; Fructan; Distribution (mathematics); Botany; Biosynthesis; Biological system; Biochemistry; Gene; Mathematics; Sucrose","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":[0.0004667687,0.0005880307,0.0006330467,0.0005857269,0.000541302,0.001006505,0.001405172,0.001578372,0.003645308],"category_scores_gemma":[0.001374739,0.0003785401,0.0009397151,0.0006100354,0.001035879,0.001207254,0.0005949207,0.0009949267,0.0007466773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00194354,"about_ca_system_score_gemma":0.0009846893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004892258,"about_ca_topic_score_gemma":0.002533027,"domain_scores_codex":[0.9998492,0.00003910867,0.00000697835,0.00003882587,0.00004164327,0.00002418497],"domain_scores_gemma":[0.9993595,0.0004051279,0.0001080075,0.00002782971,0.0000686515,0.00003083684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000253466,0.00002621786,0.0003124202,0.00006472327,0.00001614256,0.0001188877,0.00008147759,0.9066612,0.00313557,0.08709139,0.0005283418,0.00193829],"study_design_scores_gemma":[0.000009906711,0.00001477072,0.0001351469,0.000005663018,0.000005832926,0.0000349045,0.00001058968,0.9821453,0.0002355868,0.01661763,0.0007770212,0.000007651021],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1614843,0.001992626,0.7916722,0.002460145,0.000109768,0.00009983927,0.001013325,0.0003333849,0.04083442],"genre_scores_gemma":[0.8949208,0.001725111,0.05983936,0.0002937411,0.00007738668,0.0005051864,0.0005480396,0.0001371825,0.04195329],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004892258,"threshold_uncertainty_score":0.01410145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03488446894995104,"score_gpt":0.2774001180287111,"score_spread":0.24251564907876,"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."}}