{"id":"W4388032171","doi":"10.1093/jas/skad341.215","title":"87 Improving Pig Livability Before, During, and After Parturition","year":2023,"lang":"en","type":"article","venue":"Journal of Animal Science","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cargill (Canada)","funders":"","keywords":"Litter; Weaning; Colostrum; Animal science; Gestation; Biology; Context (archaeology); Loin; Pregnancy; Ecology","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":[0.0003402269,0.0003081509,0.0002999076,0.0003614136,0.0002019087,0.0004507794,0.0002320023,0.0003677257,0.005914326],"category_scores_gemma":[0.0003232241,0.00009874757,0.0003453233,0.0002125081,0.0001014256,0.0001862984,0.0002849167,0.0004075399,0.001826003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002693127,"about_ca_system_score_gemma":0.0002433774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008958043,"about_ca_topic_score_gemma":0.001212198,"domain_scores_codex":[0.9998442,0.00003573222,0.00001407157,0.00002378598,0.00004743802,0.00003479793],"domain_scores_gemma":[0.9998066,0.0000285356,0.00006715021,0.00001433775,0.00003767992,0.00004577617],"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":[0.003305064,0.001351862,0.03394315,0.001533009,0.0001061408,0.0006484005,0.0001952882,0.0008251757,0.6070709,0.0003305392,0.003598038,0.3470924],"study_design_scores_gemma":[0.0002671684,0.02289885,0.7512693,0.0008578016,0.0003130351,0.003282119,0.0005510103,0.002249954,0.1618411,0.0005967122,0.05579879,0.00007421095],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722098,0.008992876,0.005197644,0.000498705,0.0002492222,0.0001228843,0.001062585,0.0003074837,0.01135895],"genre_scores_gemma":[0.9650342,0.004785331,0.008642713,0.0003030101,0.00006747929,0.0001251661,0.001870966,0.00007480896,0.01909626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005914326,"threshold_uncertainty_score":0.0197854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03218396410952218,"score_gpt":0.3278595337065456,"score_spread":0.2956755695970234,"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."}}