{"id":"W4313429210","doi":"10.1017/s0962728600008782","title":"Animal Experimentation: A Guide to the Issues, Third Edition V Monamy (2017). Published by Cambridge University Press, University Printing House, Cambridge CB2 8BS, UK. 136 pages Paperback (ISBN: 978-1-316-61494-5). Price £17.99.","year":2018,"lang":"en","type":"article","venue":"Animal Welfare","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Library science; Media studies; History; Sociology; 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"],"consensus_categories":[],"category_scores_codex":[0.0004790679,0.0005447213,0.0004307208,0.0001023266,0.001637032,0.0003351891,0.001180769,0.0002072479,0.000249325],"category_scores_gemma":[0.0002367757,0.0005176714,0.0001845278,0.0005348767,0.0003284458,0.001275352,0.0009105928,0.000475925,0.0002430332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000365942,"about_ca_system_score_gemma":0.00009761863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003544473,"about_ca_topic_score_gemma":0.0000873631,"domain_scores_codex":[0.9965756,0.0003841331,0.0004279216,0.001164027,0.0006343137,0.0008140049],"domain_scores_gemma":[0.9978767,0.00015322,0.0004100163,0.0007176833,0.0005249033,0.0003174981],"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":[0.001794807,0.0002262997,0.003063318,0.00004917235,0.0001499518,0.0004100528,0.001059154,0.000003436794,0.03628879,0.005669369,0.9510474,0.0002382869],"study_design_scores_gemma":[0.0009686985,0.002507328,0.09332508,0.0001050703,0.00008045294,0.0001081146,0.008112842,0.0003223016,0.004318973,0.000001224511,0.8894292,0.0007207662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.877102,0.0008631166,0.0003710197,0.01146755,0.0004453565,0.001099686,0.0006195557,0.001202129,0.1068296],"genre_scores_gemma":[0.9725477,0.0002003261,0.001629262,0.0004019478,0.00127616,0.000009382488,0.0001217617,0.00008434509,0.02372918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0954456,"threshold_uncertainty_score":0.9997275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04512552787437429,"score_gpt":0.3084374165096687,"score_spread":0.2633118886352944,"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."}}