{"id":"W4324264270","doi":"10.21423/bovine-vol47no1px-xii","title":"AABP Conference (2012): AABP-Amstutz Scholarships Presented at the 2012 AABP Conference in Montreal","year":2013,"lang":"en","type":"article","venue":"The Bovine Practitioner","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003358657,0.0009562457,0.000634097,0.001565433,0.005820305,0.005525703,0.0013089,0.003469926,0.3364225],"category_scores_gemma":[0.004211962,0.0003887909,0.0004494234,0.00141679,0.0007565276,0.001930957,0.003633897,0.003159442,0.09954371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006201033,"about_ca_system_score_gemma":0.02381211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08465514,"about_ca_topic_score_gemma":0.2287809,"domain_scores_codex":[0.9983813,0.0001262404,0.00003768553,0.0001710054,0.0008012977,0.0004823973],"domain_scores_gemma":[0.9938098,0.0001037938,0.000124778,0.00006513561,0.002527617,0.00336896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001904024,0.00002364656,0.0001175596,0.00002504112,9.654501e-7,0.00002991045,0.00003160438,0.00002141108,0.00008305795,0.0004843732,0.9899688,0.009194512],"study_design_scores_gemma":[0.000006756359,0.00001677756,0.001813274,0.00005785712,0.000001190435,0.00002457455,0.0001572607,0.00003264164,0.00006266153,0.0001588058,0.9976616,0.000006640937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.00509222,0.03714414,0.001496542,0.234538,0.2921992,0.0005732239,0.00636603,0.0008629406,0.4217277],"genre_scores_gemma":[0.008003954,0.004955834,0.0006013276,0.004093389,0.01167887,0.00009671645,0.001014929,0.0001972837,0.9693578],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9153448,"threshold_uncertainty_score":0.9465128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04035742453043305,"score_gpt":0.250033984107088,"score_spread":0.2096765595766549,"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."}}