{"id":"W1163501435","doi":"10.1016/j.idairyj.2015.08.004","title":"A novel method for the quantification of bovine colostral immunoglobulin G using infrared spectroscopy","year":2015,"lang":"en","type":"article","venue":"International Dairy Journal","topic":"Animal health and immunology","field":"Veterinary","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Prince Edward Island","funders":"Atlantic Canada Opportunities Agency","keywords":"Colostrum; Radial immunodiffusion; Partial least squares regression; Chemistry; Calibration; Chromatography; Analytical Chemistry (journal); Spectroscopy; Mathematics; Antibody; Statistics; Immunology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009308303,0.00009765389,0.0001557858,0.0001054444,0.0001374127,0.00004365474,0.0004047563,0.00007118589,0.0001342553],"category_scores_gemma":[0.0004105827,0.00007322432,0.0001088767,0.00008142288,0.0000667079,0.0002064977,0.00005568749,0.0002492089,0.00001371289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002014129,"about_ca_system_score_gemma":0.000332158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002065134,"about_ca_topic_score_gemma":0.000006312708,"domain_scores_codex":[0.9988478,0.00007428648,0.000518829,0.0001184532,0.000242536,0.0001981245],"domain_scores_gemma":[0.9985188,0.0002573921,0.0004326842,0.0001344772,0.0005883234,0.00006828285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.03121699,0.0004456233,0.001900771,0.00002944536,0.0005134204,0.00001874243,0.0009998365,0.0003715282,0.9368582,0.01085206,0.01084906,0.005944304],"study_design_scores_gemma":[0.01792813,0.02312,0.08672464,0.0004045291,0.0003701208,0.03375636,0.00598616,0.4108474,0.02814625,0.02411213,0.367616,0.0009882532],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1853829,0.0005841891,0.8087138,0.001790497,0.002157053,0.0002345551,0.0001371428,0.00001409017,0.0009857668],"genre_scores_gemma":[0.7920863,0.00004063581,0.2063765,0.0002564724,0.0006790421,0.00001257753,0.00003476665,0.00001931074,0.0004944006],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.908712,"threshold_uncertainty_score":0.2986001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2030137140190172,"score_gpt":0.4532763110851048,"score_spread":0.2502625970660876,"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."}}