{"id":"W1941539324","doi":"10.1111/vsu.12318","title":"Two‐Stage Rumen Cannulation Technique in Dairy Cows","year":2015,"lang":"en","type":"article","venue":"Veterinary Surgery","topic":"Animal health and immunology","field":"Veterinary","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Agriculture and Agri-Food Canada","funders":"Zoetis","keywords":"Rumen; Cannula; Medicine; Clamp; Surgery; Dairy cattle; Animal science; Stage (stratigraphy); Biology; Food science","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":[],"consensus_categories":[],"category_scores_codex":[0.00100145,0.0002156571,0.0003886811,0.0003856955,0.00006675798,0.00001750432,0.0001539948,0.0001805534,0.0002140645],"category_scores_gemma":[0.0001485195,0.0002278339,0.00008285263,0.0003330843,0.00007533703,0.0003692118,0.0001528529,0.0002837446,0.0003180813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002697857,"about_ca_system_score_gemma":0.0003029116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001452803,"about_ca_topic_score_gemma":0.00003819922,"domain_scores_codex":[0.9979988,0.0003669088,0.000541637,0.0003555387,0.0001693576,0.0005677462],"domain_scores_gemma":[0.9990015,0.0002409572,0.0001430212,0.0003695005,0.00006147983,0.0001835517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.07044958,0.002184897,0.5885935,0.001433241,0.0001531286,0.03024144,0.005127017,0.00009482395,0.1806781,0.003930849,0.0468712,0.07024222],"study_design_scores_gemma":[0.002613496,0.01505008,0.4330495,0.0004541322,0.00001787799,0.006097756,0.001909946,0.001695256,0.0006318419,0.0009734534,0.5357274,0.001779292],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910077,0.0004633011,0.0001829262,0.0001892163,0.0006728631,0.0004115477,0.00002383619,0.0001975,0.006851051],"genre_scores_gemma":[0.9979751,0.00003231483,0.0005734019,0.0003404112,0.0001355943,0.0001997018,0.00006675862,0.00004175199,0.0006349636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4888562,"threshold_uncertainty_score":0.9290797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1791928476389898,"score_gpt":0.3773045750924646,"score_spread":0.1981117274534748,"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."}}