{"id":"W6949935799","doi":"10.5281/zenodo.4456618","title":"xieguigang/mzkit: BioNovoGene Mzkit","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Genomics","funders":"","keywords":"Raw data; Open source; File format; Data source; Data format; Mass spectrometry","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":[0.001629743,0.00210756,0.001615684,0.002403203,0.001074116,0.003534313,0.004639269,0.001145662,0.2122747],"category_scores_gemma":[0.004931001,0.001768212,0.001164339,0.001686241,0.0005935376,0.003507995,0.005048105,0.002304085,0.2253682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113863,"about_ca_system_score_gemma":0.001629413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002374218,"about_ca_topic_score_gemma":0.003338574,"domain_scores_codex":[0.9988674,0.0001070584,0.0001148381,0.0003934125,0.0003565681,0.0001607378],"domain_scores_gemma":[0.9984592,0.000317257,0.0001526251,0.0004988759,0.0003974693,0.0001746764],"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":[0.0009468914,0.0000593518,0.0018693,0.001541534,0.0001368652,0.0002743882,0.000246492,0.0003852412,0.01623695,0.003206739,0.9129668,0.06212942],"study_design_scores_gemma":[0.0001984842,0.00006218765,0.003030171,0.0002183713,0.00006156703,0.0005118566,0.000111784,0.002647758,0.04203936,0.005504135,0.9454709,0.0001434145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.003126532,0.0006405975,0.06274245,0.0005029416,0.0002530235,0.0003638228,0.2389142,0.6708953,0.02256101],"genre_scores_gemma":[0.01987883,0.0007865932,0.1036034,0.001246438,0.0001242908,0.002299983,0.5585898,0.2697119,0.04375885],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2122747,"threshold_uncertainty_score":0.7101296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06355839765750745,"score_gpt":0.3298280855009874,"score_spread":0.2662696878434799,"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."}}