{"id":"W3214390321","doi":"10.3390/plants10112409","title":"Plants Metabolome Study: Emerging Tools and Techniques","year":2021,"lang":"en","type":"review","venue":"Plants","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Metabolome; Metabolomics; Mass spectrometry; Fourier transform ion cyclotron resonance; Metabolite; Chemistry; Proteomics; Proteome; Capillary electrophoresis–mass spectrometry; Chromatography; Computational biology; Biology; Electrospray ionization; Biochemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003234222,0.0004639195,0.001588068,0.0001514972,0.0001127322,0.00008201519,0.0002540892,0.0002654389,0.00002960806],"category_scores_gemma":[0.0001291577,0.0003789579,0.0002083381,0.0001072264,0.00003865359,0.000004060612,0.0005117353,0.0002211925,0.00001502219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001096574,"about_ca_system_score_gemma":0.00008047988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004727959,"about_ca_topic_score_gemma":0.00001553876,"domain_scores_codex":[0.9981447,0.000166057,0.0004431933,0.0007294478,0.0001675814,0.0003489667],"domain_scores_gemma":[0.9991394,0.00004609877,0.0002273136,0.0004634719,0.00003664865,0.00008707096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008247655,0.0001277765,0.00006575268,0.0009795316,0.001323414,0.0000740514,0.00002797572,1.448225e-8,0.0005163514,0.00004184106,0.006278561,0.9905565],"study_design_scores_gemma":[0.000129958,0.0001138154,0.00002396772,0.0006293237,0.0003808204,0.0001096606,0.00008800209,6.461379e-8,0.000426049,0.000005722279,0.997689,0.0004036098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001008285,0.9958833,0.00001596843,0.000007522796,0.0002439062,0.0006302589,0.0006312336,0.0000266413,0.001552826],"genre_scores_gemma":[0.00008442474,0.9966431,0.0003810415,0.00003592622,0.0003180007,0.0001517561,0.001081161,0.00005187586,0.001252751],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9914104,"threshold_uncertainty_score":0.9998662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05370484951864651,"score_gpt":0.3477064964976044,"score_spread":0.2940016469789579,"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."}}