{"id":"W7071630830","doi":"","title":"Study of shedding patterns of Mycobacterium avium subspecies paratuberculosis in feces, milk, and colostrum of dairy cows and the development of novel early detection methods for Johne's Disease","year":2015,"lang":"en","type":"article","venue":"IslandScholar (University of Prince Edward Island)","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colostrum; Mycobacterium avium subspecies paratuberculosis; Paratuberculosis; Feces; Lactation; Antibody; Raw milk; Dairy cattle","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001158762,0.0001142838,0.0004377187,0.0001562088,0.0000860026,0.00001536925,0.0001832379,0.00005484672,0.00001191106],"category_scores_gemma":[0.0001537994,0.00009888544,0.00005864696,0.000139095,0.0001602937,0.0003111296,0.0001855256,0.00009193337,1.357969e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003023924,"about_ca_system_score_gemma":0.00008014488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067827,"about_ca_topic_score_gemma":0.006328939,"domain_scores_codex":[0.9989154,0.0001969533,0.0003608181,0.0002121924,0.0001905206,0.0001240853],"domain_scores_gemma":[0.9988052,0.0002726833,0.000403833,0.0001950099,0.0002609882,0.00006234307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004775607,0.0009876228,0.5787479,0.00056902,0.0001557429,0.000002365697,0.07284325,0.0001345707,0.3401476,0.0001366931,0.00001813091,0.001481508],"study_design_scores_gemma":[0.008063848,0.0007070638,0.8996188,0.0002277911,0.000216649,0.000003301266,0.02717301,0.001026533,0.06247637,0.0000773362,0.0002107,0.0001985831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921827,0.00006571132,0.006960662,0.00003696976,0.0001347657,0.000421679,0.0001484451,0.000004448934,0.00004467346],"genre_scores_gemma":[0.9947803,0.00003618054,0.005114879,0.000001717622,0.00001053277,0.000003054198,0.000005121008,0.000005935938,0.00004225398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3208709,"threshold_uncertainty_score":0.4032432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03178957920192076,"score_gpt":0.2893129302581214,"score_spread":0.2575233510562006,"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."}}