{"id":"W6950165119","doi":"10.5281/zenodo.3671868","title":"Bringing Genomics to Diversity: Barcode of Life Database System & Multiplex Barcode Research and Visualization Environment","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Barcode; Visualization; Software; Data visualization; Multiplex; Genomics; Relational database","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":[0.002012929,0.002160271,0.001425043,0.002981777,0.000880121,0.003198513,0.003779575,0.001520284,0.07764965],"category_scores_gemma":[0.004041218,0.001628505,0.0009527675,0.002547268,0.0005052003,0.002237643,0.002200367,0.002789237,0.0578472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007604297,"about_ca_system_score_gemma":0.001341597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002538635,"about_ca_topic_score_gemma":0.002876866,"domain_scores_codex":[0.9988375,0.0001272097,0.0001294239,0.0002886342,0.0005059952,0.0001111167],"domain_scores_gemma":[0.99813,0.0005439036,0.0001985383,0.0003195039,0.0004660233,0.0003419089],"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":[0.001157347,0.0002244278,0.003571517,0.00231059,0.0002642958,0.0004116342,0.000397725,0.003259585,0.05567035,0.007872065,0.7465482,0.1783123],"study_design_scores_gemma":[0.0005909838,0.0001323217,0.005490941,0.0003119633,0.00011156,0.00110598,0.0001081991,0.02806841,0.09550661,0.01206177,0.8561293,0.0003820084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.00303258,0.0006666993,0.3624547,0.000590325,0.0003546285,0.0007164245,0.1229058,0.5024673,0.006811565],"genre_scores_gemma":[0.02489384,0.001067533,0.5657993,0.001851172,0.000184625,0.004510031,0.2691846,0.1089545,0.02355444],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.07764965,"threshold_uncertainty_score":0.259764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06599873717571177,"score_gpt":0.268542785267373,"score_spread":0.2025440480916613,"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."}}