{"id":"W2790531642","doi":"10.3390/ani8020028","title":"Justifiability and Animal Research in Health: Can Democratisation Help Resolve Difficulties?","year":2018,"lang":"en","type":"review","venue":"Animals","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Concordia University","keywords":"Democratization; Animal ethics; Harm; Political science; Mandate; Research ethics; Animal testing; Public health; Animal rights; Democracy; Engineering ethics; Medical research; Environmental ethics; Public relations; Medicine; Law; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.01994748,0.0007009626,0.001811242,0.003207373,0.0009673467,0.004629863,0.002201593,0.006777566,0.006416702],"category_scores_gemma":[0.03128053,0.0005004475,0.001452937,0.003260851,0.01243559,0.009274439,0.002291796,0.007784355,0.001074685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004636621,"about_ca_system_score_gemma":0.008213678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002328658,"about_ca_topic_score_gemma":0.003771002,"domain_scores_codex":[0.9882563,0.007835689,0.0008394771,0.0005705948,0.002200698,0.00029724],"domain_scores_gemma":[0.9526113,0.04277592,0.00157595,0.001142123,0.001567883,0.0003267773],"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":[0.00007309683,0.00006329461,0.0002348202,0.02565595,0.0001996384,0.0002010697,0.001210813,0.0006474499,0.0002262946,0.5018064,0.0314795,0.4382016],"study_design_scores_gemma":[0.00003951001,0.0000527373,0.0003998255,0.03594561,0.00009842595,0.0005655715,0.0006263981,0.0001711449,0.0001565342,0.2130263,0.7488888,0.00002920911],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001421677,0.9750437,0.00104466,0.01897854,0.0006527553,0.00001340659,0.000008182529,0.000007029988,0.004109577],"genre_scores_gemma":[0.009725135,0.9724237,0.00254547,0.01217484,0.001771113,0.00007711085,0.00002385395,0.0000152748,0.0012436],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01994748,"threshold_uncertainty_score":0.1054937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6086100551648914,"score_gpt":0.5576659599853353,"score_spread":0.05094409517955611,"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."}}