{"id":"W6931317372","doi":"10.5281/zenodo.7011213","title":"CFIA-NCFAD/nf-flu v3.1.0","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Sequence (biology); Sample (material); Directory; Nanopore sequencing; Debugging; Reference genome; Sequence assembly","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008324939,0.0002522588,0.0002579126,0.0006033739,0.001985207,0.001850924,0.003609226,0.0001112134,0.05049316],"category_scores_gemma":[0.0003543276,0.0002709272,0.00008308196,0.0007821089,0.00009479087,0.0004334298,0.003953312,0.0004578102,0.01739291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001649402,"about_ca_system_score_gemma":0.00001279731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009846174,"about_ca_topic_score_gemma":1.566655e-7,"domain_scores_codex":[0.9976608,0.0002395236,0.0004113869,0.0005245146,0.0007279867,0.0004357687],"domain_scores_gemma":[0.9980893,0.00002350978,0.0004528509,0.001013748,0.0002484533,0.0001722041],"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":[0.000001664125,0.0000496562,1.691885e-7,0.0001829765,0.00002656051,0.000006348225,0.001393725,0.00001990931,0.000008679175,0.02569812,0.902204,0.07040821],"study_design_scores_gemma":[0.0002341028,0.00006904479,0.000003763657,0.00006891401,0.000006998414,0.00009181147,0.0001251036,0.006288695,0.00001821708,0.0006860738,0.9921091,0.0002981559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000005797856,0.0001582333,0.1762053,0.0003527862,0.0003002142,0.0003120668,0.00005708005,0.005905271,0.8167033],"genre_scores_gemma":[0.003094322,0.0004772705,0.04275927,0.002749207,0.001551027,4.323047e-7,0.003388874,0.03425544,0.9117242],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.133446,"threshold_uncertainty_score":0.9999743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02846703015033852,"score_gpt":0.2344493565562277,"score_spread":0.2059823264058892,"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."}}