{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02799842,0.0004600567,0.0006198044,0.002391073,0.0535429,0.01932438,0.00285856,0.009223782,0.005331852],"category_scores_gemma":[0.03875206,0.000843692,0.0006726297,0.003477362,0.06674284,0.007492348,0.01137779,0.01243666,0.0004727681],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1257801,"about_ca_system_score_gemma":0.1722601,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9407912,"about_ca_topic_score_gemma":0.9493359,"domain_scores_codex":[0.9666501,0.01124366,0.0006159423,0.002309985,0.01333681,0.005843563],"domain_scores_gemma":[0.9618545,0.01790044,0.003819439,0.0029574,0.008566572,0.004901625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005054697,0.000019149,0.002534687,0.0000933938,0.00001667442,0.0004865908,0.1019023,0.0002992338,0.0004732343,0.8494243,0.02350787,0.02119195],"study_design_scores_gemma":[0.00005154934,0.00005459066,0.006223043,0.0009065194,0.00007400641,0.0005311797,0.07676183,0.001021378,0.001071796,0.1840679,0.7289492,0.0002870687],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.122229,0.01198246,0.01673607,0.4074843,0.001118931,0.0001429046,0.0001814012,0.0001531645,0.4399718],"genre_scores_gemma":[0.9401515,0.003452563,0.004034381,0.02386669,0.0001718022,0.00003748333,0.00004273058,0.00007185754,0.02817103],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9464571,"threshold_uncertainty_score":0.9126029,"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."}}