{"id":"W4313425057","doi":"10.1017/s0962728600009544","title":"Advances in Pig Welfare, First Edition Edited by M Špinka (2018). Published by Woodhead Publishing, The Officer's Mess Business Centre, Royston Road, Duxford CB22 4QH, UK. 506 pages Hardback (ISBN: 978-0-08-101012-9). Price £160.00.","year":2021,"lang":"en","type":"article","venue":"Animal Welfare","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Officer; Publishing; Management; Library science; Engineering; Political science; Economics; Law; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0008541429,0.001292989,0.001331984,0.0003176814,0.001860219,0.002097848,0.001651091,0.0007990391,0.006566621],"category_scores_gemma":[0.00113531,0.001092111,0.0004400049,0.002668591,0.0004479838,0.006114787,0.001147634,0.001575604,0.0001666278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005149884,"about_ca_system_score_gemma":0.000155577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002058839,"about_ca_topic_score_gemma":0.002927599,"domain_scores_codex":[0.992205,0.000538556,0.001530945,0.00213793,0.001626728,0.001960906],"domain_scores_gemma":[0.9955751,0.0002579574,0.0007983391,0.001383249,0.001558879,0.0004264811],"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":[0.001859354,0.001526963,0.04459664,0.0006065206,0.0002497733,0.0007426129,0.001255148,0.00001353259,0.002828403,0.001403495,0.9353158,0.009601757],"study_design_scores_gemma":[0.001666103,0.0004303239,0.3292172,0.0002028738,0.0001294487,0.0001144015,0.004388691,0.00003725978,0.0002667164,0.00003514948,0.6624931,0.001018748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4878487,0.05748564,0.0002754171,0.3621127,0.00931085,0.004029127,0.007861914,0.001947517,0.06912812],"genre_scores_gemma":[0.988597,0.003126231,0.0001092642,0.0007387733,0.001327562,0.0003510778,0.004249862,0.0002094829,0.001290725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5007483,"threshold_uncertainty_score":0.9999822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01769935983191908,"score_gpt":0.2572463343416886,"score_spread":0.2395469745097695,"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."}}