{"id":"W6893607890","doi":"10.5281/zenodo.3671869","title":"Bringing Genomics to Diversity: Barcode of Life Database System & Multiplex Barcode Research and Visualization Environment","year":2020,"lang":"en","type":"article","venue":"Figshare","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":[0.00256375,0.002026461,0.001534003,0.003687933,0.001121643,0.003208508,0.004588455,0.001540562,0.1106146],"category_scores_gemma":[0.005314113,0.001866406,0.001136634,0.002939873,0.0005963848,0.002641525,0.002554507,0.003240908,0.07660235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009257332,"about_ca_system_score_gemma":0.001555186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003147579,"about_ca_topic_score_gemma":0.004208468,"domain_scores_codex":[0.9985637,0.0001677699,0.0001434838,0.0003431621,0.0006445357,0.0001374073],"domain_scores_gemma":[0.9973963,0.0007631838,0.0002739328,0.000432466,0.0006851634,0.0004488546],"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":[0.0009067176,0.000165831,0.002933044,0.001843623,0.0002183152,0.0002778346,0.0003388524,0.001855182,0.04057992,0.006022581,0.8140274,0.1308308],"study_design_scores_gemma":[0.0005459101,0.0001368612,0.006088682,0.0003689111,0.0001153799,0.0008853427,0.0001234467,0.02075108,0.08447508,0.01141548,0.8746591,0.0004346406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002890818,0.0005749608,0.3068205,0.0007782188,0.0004308178,0.0009254091,0.1689258,0.5097495,0.008904082],"genre_scores_gemma":[0.01863308,0.0007351346,0.5544047,0.001937213,0.0001721635,0.005134846,0.2825832,0.11251,0.02388957],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1106146,"threshold_uncertainty_score":0.3700427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1215821919852373,"score_gpt":0.3207071275392374,"score_spread":0.1991249355540001,"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."}}