{"id":"W3125576973","doi":"10.2139/ssrn.3754546","title":"Probe Design for Simultaneous, Targeted Capture of Diverse Metagenomic Targets","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; McMaster University","funders":"","keywords":"Metagenomics; Computer science; Data science; Computational biology; Biology; Genetics","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":[0.0009536435,0.001064901,0.0008885991,0.0004950497,0.0004770212,0.0007713127,0.0008791521,0.001475469,0.003724262],"category_scores_gemma":[0.001086317,0.0007749415,0.0007069841,0.000484461,0.0006105673,0.000730917,0.00118646,0.001572777,0.001848783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006825702,"about_ca_system_score_gemma":0.0005337287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003139925,"about_ca_topic_score_gemma":0.001013976,"domain_scores_codex":[0.9986277,0.000245793,0.00006309122,0.0006053468,0.0002195051,0.0002386175],"domain_scores_gemma":[0.9996446,0.0001278518,0.00006642981,0.0000494194,0.00006209822,0.00004962114],"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":[0.0001396303,0.00003110735,0.00009644931,0.00007366946,0.000007728622,0.00002569624,0.00002894533,0.0002617674,0.9946267,0.0003532006,0.0001183442,0.004236718],"study_design_scores_gemma":[0.00003944772,0.0005146216,0.0004193911,0.000008790616,0.00002054295,0.0001288595,0.00004035016,0.003407043,0.9897354,0.0002483296,0.005420255,0.00001703553],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3541729,0.001640101,0.6321015,0.0007354534,0.0002940965,0.001510067,0.001859469,0.001698635,0.005987728],"genre_scores_gemma":[0.5419118,0.001245501,0.4371834,0.001784266,0.00007267649,0.003247927,0.003977595,0.0002681278,0.01030871],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003724262,"threshold_uncertainty_score":0.01245892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03401859186706843,"score_gpt":0.3038848527749574,"score_spread":0.269866260907889,"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."}}