{"id":"W4220917244","doi":"10.3390/ani12060770","title":"Protecting Canada’s Lab Animals: The Need for Legislation","year":2022,"lang":"en","type":"article","venue":"Animals","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Legislation; Political science; Environmental ethics; Animal testing; Engineering ethics; Public administration; Business; Law; Law and economics; Engineering; Sociology; Biology; Ecology","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":[0.0007259143,0.0001150108,0.0001248718,0.00002783225,0.001147044,0.00004343039,0.0002521109,0.00001519026,0.0002469162],"category_scores_gemma":[0.0004298905,0.00009232077,0.0000533281,0.0001354311,0.00002302714,0.0000528173,0.0001475859,0.000224212,0.000006249928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000123645,"about_ca_system_score_gemma":0.0002094522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1381077,"about_ca_topic_score_gemma":0.02374429,"domain_scores_codex":[0.9988737,0.0001945583,0.000200934,0.0002335327,0.0002377706,0.0002594934],"domain_scores_gemma":[0.99909,0.0005042055,0.0001602371,0.0001554169,0.00005950377,0.00003060648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006547836,0.0003328593,0.02786412,0.0002962317,0.0005826474,0.0004395289,0.01622849,0.001096038,0.7060581,0.06644769,0.1241062,0.05000029],"study_design_scores_gemma":[0.001911802,0.008798285,0.07150365,0.0000752389,0.00009997633,0.0005227681,0.02583115,0.02113498,0.005102696,0.006643584,0.8572256,0.001150287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883468,0.0003254761,0.0002478943,0.002205553,0.0001656733,0.0007172481,0.0000896352,0.0001221228,0.007779557],"genre_scores_gemma":[0.997564,8.795514e-7,0.0006178124,0.0003298349,0.0002636458,0.0003275444,0.000005606848,0.00002815831,0.0008625669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7331194,"threshold_uncertainty_score":0.9940698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1948156421768173,"score_gpt":0.3798861912564362,"score_spread":0.185070549079619,"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."}}