{"id":"W6912230997","doi":"10.5281/zenodo.16884467","title":"CFIA-NCFAD/nf-ionampliseq: 2.1.0","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Filter (signal processing); Test (biology); Code (set theory); Inheritance (genetic algorithm); Component (thermodynamics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008851533,0.004168605,0.002496955,0.003751634,0.002721785,0.006531095,0.009020261,0.006053805,0.4128949],"category_scores_gemma":[0.02746539,0.005029215,0.004462307,0.002044497,0.001784492,0.006991936,0.007225266,0.006873402,0.5086421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004669515,"about_ca_system_score_gemma":0.00416502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00957204,"about_ca_topic_score_gemma":0.008989,"domain_scores_codex":[0.9928747,0.0006558968,0.0006520363,0.00152413,0.003416224,0.0008769641],"domain_scores_gemma":[0.9860059,0.003159469,0.0007451906,0.004305087,0.004821698,0.0009626906],"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":[0.0004324134,0.00004172581,0.0008870444,0.0006452979,0.00006241538,0.0001544124,0.000146932,0.0003218354,0.004420809,0.002058975,0.9672748,0.02355331],"study_design_scores_gemma":[0.0002118452,0.00004034086,0.001601126,0.0003415197,0.00005427338,0.0005515201,0.00007136584,0.00130366,0.02196046,0.00493645,0.9687132,0.0002142077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0007131855,0.0004163077,0.06770042,0.001261507,0.001068846,0.0004116103,0.08037605,0.8163028,0.03174926],"genre_scores_gemma":[0.007867534,0.0003910261,0.06653291,0.003744968,0.000304741,0.001090683,0.1697658,0.6987734,0.05152899],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4128949,"threshold_uncertainty_score":0.8374341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01364056173215819,"score_gpt":0.2334070559686224,"score_spread":0.2197664942364642,"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."}}