{"id":"W4389391042","doi":"10.3390/ani13243760","title":"Animal Ghosts at Canadian Universities: The Politics of Concealment and Transparency","year":2023,"lang":"en","type":"article","venue":"Animals","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of British Columbia","funders":"","keywords":"Transparency (behavior); Politics; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001217209,0.00008865285,0.0001167318,0.00006431551,0.0002280806,0.00001121089,0.0001310371,0.00003012967,0.0001381207],"category_scores_gemma":[0.00001730642,0.00007040772,0.00003277908,0.0001290204,0.0001670343,0.00004068566,0.00004973125,0.00005712683,0.00005119447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008111224,"about_ca_system_score_gemma":0.00009891707,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0405092,"about_ca_topic_score_gemma":0.004098069,"domain_scores_codex":[0.9993187,0.00004544975,0.0001297437,0.0001434551,0.0001045506,0.000258109],"domain_scores_gemma":[0.9995318,0.0001745228,0.00004755285,0.0001064854,0.00003444124,0.0001052093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001119143,0.0001146281,0.3322039,0.0006081959,0.0006529177,0.003445282,0.09769429,0.00002526957,0.151729,0.3764993,0.03379444,0.002113582],"study_design_scores_gemma":[0.0007180111,0.003766837,0.9239252,0.000188541,0.00007843682,0.0001892538,0.02915058,0.0009145713,0.002374927,0.001328827,0.03693117,0.0004336468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868171,0.0002765763,0.000001012374,0.0007994328,0.0000293156,0.00008255363,0.0001735681,0.00004999098,0.01177041],"genre_scores_gemma":[0.9976526,0.0000467947,0.00003097261,0.00008839,0.00004401747,0.00000224425,0.00000588345,0.0000107286,0.00211831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5917213,"threshold_uncertainty_score":0.9658802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1515704477495793,"score_gpt":0.3737638751671007,"score_spread":0.2221934274175214,"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."}}