{"id":"W4283257570","doi":"10.1177/00236772221097825","title":"Animal welfare requirements in publishing guidelines","year":2022,"lang":"en","type":"article","venue":"Laboratory Animals","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Animal welfare; Welfare; Publishing; German; Medicine; Family medicine; Veterinary medicine; Psychology; Medical education; Political science; History; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001320636,0.0002045166,0.0002490628,0.0001910751,0.0004496773,0.0002059129,0.0005338172,0.00004736889,0.001940972],"category_scores_gemma":[0.0008645609,0.000221375,0.00005259204,0.0008011607,0.00004351677,0.0008618628,0.000529076,0.0004501232,0.00004405701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001607855,"about_ca_system_score_gemma":0.0000807074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001548033,"about_ca_topic_score_gemma":0.00001451153,"domain_scores_codex":[0.9977136,0.0003589507,0.0005441987,0.0004920218,0.0004803977,0.0004108289],"domain_scores_gemma":[0.999146,0.00005699781,0.0002121982,0.0002749236,0.0002229943,0.000086881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002982556,0.0008786012,0.2847154,0.0001781379,0.000154114,0.005484278,0.003235925,0.0002406443,0.5650988,0.08585355,0.04674239,0.00443562],"study_design_scores_gemma":[0.002697944,0.005965703,0.4194549,0.0001724699,0.00003361921,0.0001595671,0.01219569,0.0017443,0.002064871,0.00142502,0.5526071,0.001478775],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988454,0.0008097998,0.000004557898,0.00261145,0.000227274,0.0001631515,0.0002452725,0.0002480286,0.007236481],"genre_scores_gemma":[0.9971724,0.000005468339,0.001401628,0.000858392,0.0002487175,0.00009108004,0.00001934515,0.0000442198,0.0001587266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5630339,"threshold_uncertainty_score":0.9989714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2754387427684499,"score_gpt":0.4316851091038812,"score_spread":0.1562463663354313,"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."}}