{"id":"W6977843814","doi":"10.6084/m9.figshare.c.5972141","title":"Antimicrobial use in lactating sows, piglets, nursery, and grower-finisher pigs on swine farms in Ontario, Canada during 2017 and 2018","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Cultural History and Identity Formation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Antimicrobial; Herd; Antimicrobial stewardship; Antibiotic resistance; Livestock; Animal health","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002163696,0.0001888207,0.0002068829,0.0001583262,0.000199084,0.0001913023,0.0000865022,0.00006943352,0.3664337],"category_scores_gemma":[0.00003914232,0.0001890658,0.00002383979,0.00002026514,0.00001554519,0.0003327991,0.00007581554,0.000352219,0.00005337634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000413412,"about_ca_system_score_gemma":0.0001058106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9282543,"about_ca_topic_score_gemma":0.9995188,"domain_scores_codex":[0.9992604,0.00002419089,0.0001844762,0.0002264366,0.0001274398,0.0001770939],"domain_scores_gemma":[0.9996808,0.00001813321,0.0001456319,0.0001075844,0.00001231791,0.00003550217],"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":[0.00001431182,0.0000174269,0.0003212665,0.0002238385,0.000008235112,0.00004866718,0.005006447,0.000001529674,0.000002805645,0.00002875574,0.9942815,0.00004524198],"study_design_scores_gemma":[0.000376118,0.00002058485,0.008734183,0.001414755,0.000004928255,0.00000649316,0.0004877949,0.000002205655,0.000001247645,0.000002416363,0.9886982,0.0002510951],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1977457,0.000924975,3.03911e-9,0.0001468607,0.001371565,0.0009807028,0.1598722,0.0001125232,0.6388456],"genre_scores_gemma":[0.05665692,0.00001789596,0.00000383052,0.0003393418,0.000330162,0.00006089961,0.06305578,0.0001263893,0.8794088],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3663804,"threshold_uncertainty_score":0.7709882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0394767489749378,"score_gpt":0.1906044820759946,"score_spread":0.1511277331010568,"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."}}