{"id":"W3038328951","doi":"10.1093/ilar/ilaa014","title":"Holding Animal-Based Research to Our Highest Ethical Standards: Re-seeing Two Emergent Laboratory Practices and the Ethical Significance of Research Animal Dissent","year":2019,"lang":"en","type":"article","venue":"ILAR Journal","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Dissent; Legitimacy; Engineering ethics; Animal ethics; Environmental ethics; Research ethics; Nothing; Animal rights; Foregrounding; Animal testing; Sociology; Political science; Psychology; Law; Epistemology; Engineering; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1245675,0.0005374244,0.0007939602,0.001087077,0.008792467,0.01798851,0.003459519,0.01136777,0.001489959],"category_scores_gemma":[0.0748183,0.0004387934,0.0008478949,0.0006216713,0.1553679,0.01791425,0.01035772,0.0326946,0.0004302881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007596226,"about_ca_system_score_gemma":0.01254293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002730089,"about_ca_topic_score_gemma":0.003167632,"domain_scores_codex":[0.8866958,0.09287964,0.001600277,0.00490877,0.01148505,0.002430492],"domain_scores_gemma":[0.8855347,0.0836053,0.006398957,0.01161435,0.008113001,0.004733677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003403648,0.00005067394,0.0005475803,0.0001671528,0.00001387234,0.0002662152,0.06733131,0.0002125759,0.0009797184,0.907599,0.006649241,0.01614868],"study_design_scores_gemma":[0.00004375678,0.00009768621,0.0005290449,0.0006048836,0.00001445413,0.0002983041,0.02627407,0.000749188,0.001324597,0.872849,0.09714601,0.00006894078],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0449131,0.008878403,0.06750515,0.8265787,0.00386302,0.000119306,0.00002651419,0.0001223266,0.04799352],"genre_scores_gemma":[0.8252419,0.004703299,0.05386718,0.1064367,0.001755454,0.0003556468,0.00002642662,0.0001813664,0.007432008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9886322,"threshold_uncertainty_score":0.6587837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4498231634789391,"score_gpt":0.5867019162219952,"score_spread":0.1368787527430561,"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."}}