{"id":"W4399300561","doi":"10.3390/metabo14060319","title":"Phenylpropanoid Metabolism in Phaseolus vulgaris during Growth under Severe Drought","year":2024,"lang":"en","type":"article","venue":"Metabolites","topic":"Plant Gene Expression Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Guelph","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Phaseolus; Phenylpropanoid; Drought tolerance; Biology; Drought stress; Botany; Proline; Horticulture; Agronomy; Amino acid; Biosynthesis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002055707,0.0002613618,0.000326661,0.0002371229,0.00006579555,0.0001026119,0.0002726904,0.000161451,0.0002040754],"category_scores_gemma":[0.0000851277,0.0002252045,0.0002016556,0.0004804867,0.00004953346,0.00001685662,0.00013261,0.0001843906,0.00009007761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001723199,"about_ca_system_score_gemma":0.00007245578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007664994,"about_ca_topic_score_gemma":0.00005648575,"domain_scores_codex":[0.9983122,0.0001258811,0.0003154094,0.0006240011,0.0002244765,0.000398082],"domain_scores_gemma":[0.9993985,0.00002195098,0.0000461148,0.000370525,0.00005286139,0.0001100873],"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":[0.00003810029,0.00005215362,0.0006718721,0.00004595966,0.0001737639,0.0000352217,0.00006858362,0.00007855688,0.9925337,0.0007863709,0.005022951,0.0004927376],"study_design_scores_gemma":[0.0005216447,0.00001037914,0.00373343,0.00003070421,0.0001180445,0.00003368509,0.00006370278,0.0001897327,0.8729568,0.0005452718,0.1214593,0.0003372967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642972,0.03140148,0.0005073778,0.0002973274,0.0003654807,0.0001321209,0.0001349716,0.00007176276,0.002792294],"genre_scores_gemma":[0.9889241,0.001543972,0.000587771,0.0002538691,0.0004679487,0.00003884454,0.0002409848,0.00004490736,0.007897628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1195769,"threshold_uncertainty_score":0.9183572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00621566335819932,"score_gpt":0.2385728430545371,"score_spread":0.2323571796963378,"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."}}