{"id":"W4381094562","doi":"10.14814/phy2.15321","title":"Issue Information","year":2023,"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":"University of Illinois at Urbana-Champaign; Ludwig-Maximilians-Universität München; Anhui Medical University; Chinese Academy of Sciences; Göteborgs Universitet; Ohio State University; National University of Singapore; University College London; Vanderbilt University Medical Center; Midwestern University; University of Pittsburgh; University of Bath; Roy J. and Lucille A. Carver College of Medicine, University of Iowa; Brody School of Medicine; Johns Hopkins University; Southern Medical University; Turun Yliopisto; Aarhus Universitet; University of Bristol; University of Kansas; School of Medicine, Boston University; East Carolina University; University of Otago; Augusta University; Brock University; University of Miami; McMaster University; Nanjing Medical University; Vanderbilt 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":[0.0001743198,0.000289308,0.0004412367,0.0000757413,0.0001076423,0.00006042972,0.0001610794,0.0002758598,0.00593218],"category_scores_gemma":[0.0007206235,0.0002080395,0.0001697327,0.0001524899,0.00007806099,0.0001789225,0.0002490915,0.0004459538,0.1349472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003890579,"about_ca_system_score_gemma":0.0000412861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009717667,"about_ca_topic_score_gemma":1.594427e-7,"domain_scores_codex":[0.9983866,0.00007071201,0.0005829061,0.0003834589,0.0002663913,0.0003099231],"domain_scores_gemma":[0.9986953,0.0001514051,0.0006152277,0.0003566152,0.00009737546,0.00008407997],"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":[0.00004451836,0.0000287184,0.000006759048,0.0001010916,0.0000348088,0.0005346927,0.00005379052,0.00003982545,0.001470073,0.00002037766,0.9948058,0.002859611],"study_design_scores_gemma":[0.0000554525,0.0009266416,0.006034683,0.0002038225,0.00001553073,0.0002258064,0.00005072054,0.00009017766,0.00007347346,0.001814647,0.9900761,0.0004329186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1447157,0.0002965314,0.0001127705,0.0001302444,0.009425043,0.0004813166,0.0001282869,0.0009406125,0.8437695],"genre_scores_gemma":[0.6942117,0.0002551722,0.0002341885,0.0004364575,0.00251515,0.0001249718,0.00193216,0.00004892624,0.3002412],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.549496,"threshold_uncertainty_score":0.9949765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2368904515334856,"score_gpt":0.4348289150713732,"score_spread":0.1979384635378876,"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."}}