{"id":"W4309617236","doi":"10.14814/phy2.14913","title":"Issue Information","year":2022,"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; Aarhus Universitet; Turun Yliopisto; Southern Medical University; Nanjing Medical University; University of Bristol; Tianjin University; Chinese Academy of Sciences; Karolinska Institutet; Anhui Medical University; Ludwig-Maximilians-Universität München; University of Bath; Johns Hopkins University; Roy J. and Lucille A. Carver College of Medicine, University of Iowa; Brody School of Medicine; Augusta University; University of Otago; University of Miami; Ohio State University; Göteborgs Universitet; McMaster University; University of Pittsburgh; East Carolina University; Universiteit Stellenbosch; Brown University","keywords":"Citation; Computer science; Information retrieval; World Wide Web; Library 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":[0.0001820271,0.000278707,0.0004223427,0.00006434962,0.0001976682,0.00004865845,0.0001958163,0.0001624894,0.08549013],"category_scores_gemma":[0.0003997763,0.0002123242,0.0001759872,0.0001161965,0.00006733879,0.0001831608,0.0004179289,0.0006374308,0.02095968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007329622,"about_ca_system_score_gemma":0.00005266448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008616233,"about_ca_topic_score_gemma":5.161723e-8,"domain_scores_codex":[0.998322,0.000121987,0.0005629789,0.0003870628,0.0003285862,0.0002773546],"domain_scores_gemma":[0.9986606,0.0001083186,0.0007188804,0.000374121,0.00006296589,0.00007513078],"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":[0.00009098117,0.00007192656,0.00001289148,0.00008357778,0.00003944535,0.0006085652,0.00008286602,0.00009558249,0.001531092,0.00003606173,0.9932783,0.004068747],"study_design_scores_gemma":[0.00004234167,0.001054652,0.001582926,0.00003623899,0.0000109161,0.0003543169,0.00005409162,0.00003645982,0.00002855472,0.0006535518,0.995847,0.0002989898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.104933,0.000537492,0.00005690063,0.00007482692,0.005659845,0.0003781112,0.0001275697,0.0002833324,0.887949],"genre_scores_gemma":[0.8236602,0.0001740362,0.0002597041,0.0007719967,0.001488741,0.0002101002,0.002536037,0.000031671,0.1708675],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7187272,"threshold_uncertainty_score":0.9798026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.184625866137131,"score_gpt":0.4167305954595355,"score_spread":0.2321047293224045,"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."}}