{"id":"W3005328609","doi":"","title":"PhytoHub V1.4: A new release for the online database dedicated to food phytochemicals and their human metabolites","year":2016,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Database; Chemistry","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":[0.002241533,0.004396661,0.004849322,0.007275166,0.001015403,0.00550484,0.004850765,0.003307917,0.155212],"category_scores_gemma":[0.006081619,0.00225149,0.002199456,0.009148522,0.0006161935,0.003583679,0.00449642,0.003301773,0.1781804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105936,"about_ca_system_score_gemma":0.003334204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003819535,"about_ca_topic_score_gemma":0.003384267,"domain_scores_codex":[0.9989261,0.0001347457,0.0002006728,0.0002970298,0.0002977084,0.0001437911],"domain_scores_gemma":[0.9976013,0.0007165761,0.0003206915,0.0005997577,0.0003114578,0.0004501172],"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":[0.003816638,0.0002335942,0.002861604,0.01062101,0.0006351863,0.0006288662,0.0003190415,0.001115227,0.02599109,0.005097291,0.8983472,0.05033324],"study_design_scores_gemma":[0.0005527366,0.0001087639,0.00344121,0.0005610117,0.0002448358,0.0004094636,0.00008374956,0.001177458,0.007644038,0.003966024,0.9816675,0.000143093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.001082404,0.001222908,0.007913989,0.0002319188,0.0001703859,0.0001097086,0.9427562,0.04229991,0.004212603],"genre_scores_gemma":[0.002573511,0.0009357058,0.008818847,0.0002370631,0.00005099653,0.0002296207,0.9758573,0.009117136,0.00217987],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.155212,"threshold_uncertainty_score":0.5192357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02275959237117745,"score_gpt":0.260811156668553,"score_spread":0.2380515642973755,"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."}}