{"id":"W4205953065","doi":"10.14814/phy2.15026","title":"Issue Information","year":2021,"lang":"en","type":"paratext","venue":"Physiological Reports","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Southern Medical University; University of Illinois at Urbana-Champaign; Nanjing Medical University; Tianjin University; Turun Yliopisto; Chinese Academy of Sciences; Universität Heidelberg; Ludwig-Maximilians-Universität München; University of Bristol; Johns Hopkins University; University of Bath; University of Otago; University of Miami; Augusta University; Göteborgs Universitet; McMaster University; University of Pittsburgh; Karolinska Institutet; University of Texas Southwestern Medical Center; Aarhus Universitet; Wayne State University; Universiteit Stellenbosch; Brown University","keywords":"Citation; Computer science; Information retrieval; World Wide Web; Library science; Data science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001245287,0.0002891904,0.0004877063,0.00004414732,0.00009899276,0.00007960589,0.0001330967,0.0002798874,0.0165642],"category_scores_gemma":[0.0006293277,0.0002137519,0.0001917026,0.0001100663,0.00007164259,0.0001888841,0.000246523,0.0004722858,0.01868087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000409148,"about_ca_system_score_gemma":0.00007138375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005742948,"about_ca_topic_score_gemma":1.166684e-7,"domain_scores_codex":[0.9983917,0.00009865822,0.000575033,0.0004070406,0.0002532723,0.0002743046],"domain_scores_gemma":[0.9986567,0.0001007585,0.0006061669,0.000392492,0.0001573754,0.00008648672],"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":[0.00005399215,0.00008495983,0.00001679113,0.0001638449,0.00006189896,0.001447438,0.00008058659,0.00003624185,0.006082991,0.0000356317,0.9867342,0.00520146],"study_design_scores_gemma":[0.00005126486,0.0006105927,0.002716922,0.000214684,0.00001601239,0.0005846099,0.00005987347,0.00003800165,0.000246332,0.0005644714,0.9945151,0.0003821578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1540382,0.001330013,0.0001823537,0.00009779025,0.005640223,0.0002918742,0.00006993625,0.0002414976,0.8381081],"genre_scores_gemma":[0.8444642,0.0003009739,0.0006225092,0.0007163162,0.002181326,0.00007182827,0.002391374,0.0000271561,0.1492243],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6904259,"threshold_uncertainty_score":0.9843348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.188715730314487,"score_gpt":0.4202007614122172,"score_spread":0.2314850310977302,"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."}}