{"id":"W4403897087","doi":"10.2139/ssrn.5004592","title":"Metabolomics-Assisted Investigation to Unravel the Bioactive Potential of Indigenous Canadian Small Fruits","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"African Botany and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Government of Canada; Agriculture and Agri-Food Canada","funders":"","keywords":"Metabolomics; Indigenous; Biology; Traditional medicine; Biotechnology; Botany; Medicine; Bioinformatics; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000179247,0.0005266372,0.000389374,0.001131826,0.001156012,0.000973126,0.0002757848,0.0005195653,0.002975612],"category_scores_gemma":[0.0002139889,0.0001870845,0.0003443228,0.001411212,0.0004334761,0.0004352491,0.0004316492,0.0008113199,0.0003863547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001825189,"about_ca_system_score_gemma":0.002997152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2764188,"about_ca_topic_score_gemma":0.4989617,"domain_scores_codex":[0.9998858,0.000005243079,0.000001774624,0.00003087633,0.00004158003,0.00003469467],"domain_scores_gemma":[0.999884,0.00001556366,0.000008788516,0.000005813187,0.00006231084,0.00002349931],"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":[0.0002862344,0.00004839838,0.007789311,0.0001652427,0.00005882226,0.0001952331,0.0002831736,0.0001352908,0.976694,0.0003510044,0.0003559881,0.01363736],"study_design_scores_gemma":[0.00005309618,0.0003831709,0.6284904,0.00008244529,0.0003479105,0.0007878311,0.002674589,0.003985724,0.3358738,0.000843037,0.02637008,0.0001078082],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737325,0.00397732,0.005809422,0.0004989217,0.00004506004,0.0002053903,0.00554849,0.0001292753,0.01005378],"genre_scores_gemma":[0.9702209,0.002964956,0.0133855,0.0003807264,0.00001908548,0.00005889829,0.002116148,0.000067562,0.01078627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7235812,"threshold_uncertainty_score":0.5496198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01924171994617061,"score_gpt":0.2112755525067963,"score_spread":0.1920338325606257,"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."}}