{"id":"W3160270806","doi":"10.21423/aabppro20153574","title":"Evaluation of digital Brix refractometry in assessing maternal colostrum quality and transfer of passive immunity in beef cattle","year":2015,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Animal health and immunology","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Nutreco (Canada); University of Calgary","funders":"","keywords":"Colostrum; Passive immunity; Animal science; Beef cattle; Refractometry; Refractometer; Immunity; Dairy cattle; Biology; Immune system; Immunology; Antibody","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":[],"consensus_categories":[],"category_scores_codex":[0.006269079,0.0005758519,0.0005413443,0.001076558,0.000224463,0.001017287,0.0005979312,0.0007357909,0.0004003293],"category_scores_gemma":[0.004115365,0.00031822,0.0003511578,0.0007085739,0.0004878581,0.0004877379,0.0003453484,0.0005398178,0.0001404074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009002789,"about_ca_system_score_gemma":0.0005170132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005218222,"about_ca_topic_score_gemma":0.009958406,"domain_scores_codex":[0.9956146,0.001876365,0.0002632455,0.000494166,0.00150718,0.0002443713],"domain_scores_gemma":[0.9968312,0.001138148,0.0008470219,0.00009603249,0.0007389605,0.0003485022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01275322,0.003862228,0.6897141,0.001544418,0.0004870569,0.0001720047,0.0008885827,0.001657922,0.2047065,0.00008520292,0.0002253184,0.08390351],"study_design_scores_gemma":[0.0002574153,0.04882874,0.8637798,0.0002643165,0.0008661772,0.0007248737,0.0008952798,0.007722156,0.07508355,0.00005352007,0.001443433,0.00008058525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937158,0.002559423,0.002583987,0.00004384794,0.00002745227,0.0001321488,0.0001442812,0.00002149758,0.0007715877],"genre_scores_gemma":[0.9874593,0.001618953,0.01000134,0.00007495718,0.00001997266,0.00007225713,0.0002405362,0.000005508791,0.0005071506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006269079,"threshold_uncertainty_score":0.03315449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1089458116449007,"score_gpt":0.4065185474074643,"score_spread":0.2975727357625637,"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."}}