{"id":"W2116187654","doi":"10.4141/a03-012","title":"Daily variation in the udder surface temperature of dairy cows measured by infrared thermography: Potential for mastitis detection","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Animal Science","topic":"Effects of Environmental Stressors on Livestock","field":"Agricultural and Biological Sciences","cited_by":212,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Manitoba","funders":"Public Works and Government Services Canada","keywords":"Udder; Thermography; Mastitis; Animal science; Diurnal temperature variation; Rectal temperature; Veterinary medicine; Biology; Infrared; Medicine; Optics; Atmospheric sciences; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0009385035,0.00008225933,0.0001097615,0.00003459559,0.0002677852,0.0000789,0.0003758772,0.00006030673,0.0000557489],"category_scores_gemma":[0.0001941093,0.00003403139,0.00006892764,0.0005548155,0.0002533448,0.0002541413,0.000005267995,0.000129919,4.726391e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000614685,"about_ca_system_score_gemma":0.00008960402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001956688,"about_ca_topic_score_gemma":0.006747928,"domain_scores_codex":[0.9990018,0.0001141895,0.0002025705,0.0001371102,0.0003019403,0.0002424083],"domain_scores_gemma":[0.9994451,0.00008269116,0.000174974,0.00003864617,0.00008878994,0.0001697772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002892532,0.00001689676,0.003348185,0.000001672623,0.000003254177,0.000003026692,0.0001307173,0.0001021842,0.9954579,0.00004952127,0.000171903,0.0006858362],"study_design_scores_gemma":[0.000220856,0.001189427,0.9606354,0.00002190821,0.00001065181,0.00003432014,0.0005225067,0.00004449052,0.0362164,0.0002969879,0.000708594,0.00009850449],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988919,0.0002637276,0.00001509877,0.0003019089,0.0001142415,0.0001928432,0.00004770435,0.000001524163,0.0001710153],"genre_scores_gemma":[0.9996917,0.000005982441,0.0001704454,0.00008218691,0.00003671332,0.000002007845,0.000001416201,7.801523e-7,0.000008752296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9592414,"threshold_uncertainty_score":0.3765502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008545223387362565,"score_gpt":0.1906986021621626,"score_spread":0.1821533787748,"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."}}