{"id":"W4394330145","doi":"10.6084/m9.figshare.17162960","title":"Additional file 1 of Seasonal epidemiology of gastrointestinal nematodes of cattle in the northern continental climate zone of western Canada as revealed by internal transcribed spacer-2 ribosomal DNA nemabiome barcoding","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Helminth infection and control","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Calgary","funders":"","keywords":"Internal transcribed spacer; Ribosomal DNA; DNA barcoding; Ribosomal RNA; Biology; Geography; Zoology; Phylogenetics; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001973095,0.0003370194,0.001127995,0.0001255704,0.00003609341,0.000005732405,0.0004810762,0.0001678344,0.8721447],"category_scores_gemma":[0.004061433,0.0002953709,0.0003180467,0.0001893259,0.0000834786,0.00006077655,0.0001373924,0.0004831288,0.00006482381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009463457,"about_ca_system_score_gemma":0.0008707996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05396763,"about_ca_topic_score_gemma":0.2394047,"domain_scores_codex":[0.9969708,0.0006211094,0.001243667,0.0003548755,0.0004140578,0.0003955376],"domain_scores_gemma":[0.993715,0.00415229,0.001328014,0.0003825278,0.0003251084,0.0000969834],"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":[0.0003174062,0.0001990033,0.001711496,0.001647315,0.00009067571,0.0001452438,0.00002541109,0.000003435634,0.0002667026,6.460247e-7,0.9955405,0.00005213996],"study_design_scores_gemma":[0.00155116,0.0009126212,0.03130998,0.02702936,0.00007988235,0.00203016,0.0004872246,0.00009278962,0.0001526643,0.000002749169,0.9359276,0.0004237781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003851241,0.0001007704,9.217679e-7,0.00009045789,0.0000420206,0.000279752,0.995552,0.000006128863,0.00007668907],"genre_scores_gemma":[0.01902411,0.000002550191,0.00004288349,0.0001289074,0.00008672638,0.0002920732,0.9803391,0.00002244516,0.00006125368],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8720798,"threshold_uncertainty_score":0.9999498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03795811046893621,"score_gpt":0.2925004781525823,"score_spread":0.2545423676836461,"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."}}