{"id":"W4384037221","doi":"10.3390/ani13142271","title":"Book Review: Routledge Handbook of Animal Welfare; Knight et al., Eds.; Routledge: Abingdon, UK; New York, NY, USA, 2023; ISBN: 978-1-032-02206-2 (hbk), 978-1-032-32575-0 (pbk), 978-1-003-18235-1 (ebk)","year":2023,"lang":"en","type":"article","venue":"Animals","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Knight; Media studies; Sociology; Environmental ethics; Philosophy; Physics","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001870996,0.00196278,0.003213457,0.0007479744,0.001078405,0.0002710889,0.001881553,0.0006956075,0.0207239],"category_scores_gemma":[0.0005950361,0.001873659,0.001529457,0.002167751,0.0006823912,0.0009211579,0.001767551,0.00145385,0.01059155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003332878,"about_ca_system_score_gemma":0.0005413245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001952472,"about_ca_topic_score_gemma":0.0002249309,"domain_scores_codex":[0.9893458,0.0007545134,0.002981697,0.002529873,0.001836996,0.002551131],"domain_scores_gemma":[0.9944997,0.000507817,0.001257547,0.002141788,0.0006790909,0.0009140628],"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":[0.001307996,0.0003716115,0.005128776,0.000866972,0.000489188,0.0007707989,0.0007503638,0.000001752494,0.02970476,0.001957262,0.9563006,0.002349925],"study_design_scores_gemma":[0.00211556,0.004032858,0.08920744,0.002594359,0.0007529192,0.0002724545,0.0003706179,0.00002451883,0.001675307,0.0001227433,0.8968332,0.001998039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04725275,0.8496737,0.0001756999,0.03808381,0.002120532,0.004852556,0.001834715,0.001762287,0.05424392],"genre_scores_gemma":[0.758764,0.1190841,0.0009190707,0.03083352,0.002049046,0.0009699003,0.0008001906,0.0009907655,0.08558938],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7305896,"threshold_uncertainty_score":0.9993115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06259551211674308,"score_gpt":0.3397715393209148,"score_spread":0.2771760272041717,"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."}}