{"id":"W2065953174","doi":"10.1007/s11306-014-0755-6","title":"Introducing the USA Plant, Algae and Microbial Metabolomics Research Coordination Network (PAMM-NET)","year":2014,"lang":"en","type":"article","venue":"Metabolomics","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Metabolomics; Algae; Computational biology; Biology; Biotechnology; Botany; Bioinformatics","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":[0.009567299,0.0006497732,0.000490634,0.001700107,0.0008407816,0.004070283,0.001784495,0.001322442,0.02199456],"category_scores_gemma":[0.01218895,0.0004121597,0.000517746,0.001385983,0.0004119775,0.00308406,0.00532761,0.001914457,0.01087358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002939842,"about_ca_system_score_gemma":0.01019574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007839709,"about_ca_topic_score_gemma":0.01972525,"domain_scores_codex":[0.9981341,0.0005598848,0.0000971498,0.0003493135,0.0005867393,0.0002729856],"domain_scores_gemma":[0.9841416,0.00146016,0.001097441,0.00133594,0.003862608,0.008102254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006284244,0.0002415549,0.006185441,0.0002212117,0.00006648755,0.0001484572,0.00009844419,0.003037029,0.007363931,0.02258404,0.7811723,0.1782528],"study_design_scores_gemma":[0.0001156449,0.00008241661,0.003927581,0.00009877815,0.00003165689,0.00007833482,0.00007184364,0.006985378,0.002310209,0.005432765,0.9808352,0.00003019766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.04225437,0.006146172,0.4098423,0.1742633,0.04673833,0.003443424,0.05528197,0.06238376,0.1996463],"genre_scores_gemma":[0.07727002,0.002835925,0.6849493,0.01703893,0.006834042,0.002124739,0.06162803,0.006081819,0.1412372],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02199456,"threshold_uncertainty_score":0.07357913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02029936455455628,"score_gpt":0.2746619245722817,"score_spread":0.2543625600177254,"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."}}