{"id":"W3180151462","doi":"10.20944/preprints202107.0193.v1","title":"Plants Metabolome Study: Emerging Tools and Techniques","year":2021,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Metabolome; Metabolomics; Mass spectrometry; Fourier transform ion cyclotron resonance; Metabolite; Capillary electrophoresis–mass spectrometry; Proteomics; Computational biology; Proteome; Chromatography; Chemistry; Biochemical engineering; Biology; Biochemistry; Electrospray ionization","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":[0.002123198,0.001209479,0.001417623,0.005370031,0.0005603373,0.002684986,0.001072702,0.001212979,0.002712399],"category_scores_gemma":[0.001440907,0.0006973675,0.001285153,0.004892163,0.0006591904,0.002511098,0.002046929,0.002001273,0.00227312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007097093,"about_ca_system_score_gemma":0.0008253381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001302139,"about_ca_topic_score_gemma":0.001204248,"domain_scores_codex":[0.9985378,0.0002664374,0.00008286635,0.0004934032,0.0005411682,0.00007845044],"domain_scores_gemma":[0.99906,0.0002580606,0.0001048949,0.0002022337,0.0002778792,0.00009696359],"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":[0.0006046644,0.0001308585,0.005596302,0.00732258,0.0006492731,0.0007346498,0.0003677706,0.001930587,0.4706665,0.01163331,0.01686691,0.4834966],"study_design_scores_gemma":[0.000105436,0.0003216419,0.02470482,0.001125948,0.0006274099,0.005422424,0.000619563,0.02316472,0.3060277,0.04622978,0.5912654,0.0003850948],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.03909755,0.3335845,0.5745519,0.006057623,0.000883967,0.000320367,0.01843964,0.01075397,0.01631044],"genre_scores_gemma":[0.1255098,0.2310571,0.6136734,0.002077558,0.001237875,0.0005778063,0.01844503,0.001365302,0.006056175],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005370031,"threshold_uncertainty_score":0.01122862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08885173281278765,"score_gpt":0.3515012238531288,"score_spread":0.2626494910403411,"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."}}