{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003851193,0.000464527,0.001466873,0.0004099099,0.0003744889,0.0001426878,0.0003787026,0.0003078708,0.0000733726],"category_scores_gemma":[0.001001679,0.0003910731,0.0001558939,0.0006200428,0.0004889943,0.0001055896,0.0003872276,0.0009725961,0.0001225146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004383304,"about_ca_system_score_gemma":0.0004137444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001822119,"about_ca_topic_score_gemma":0.0003288172,"domain_scores_codex":[0.9942837,0.002202471,0.001136458,0.00110899,0.0004792847,0.0007891305],"domain_scores_gemma":[0.9970805,0.001579541,0.0004719008,0.0004816326,0.0001818314,0.0002045678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005324746,0.0003520708,0.001207744,0.05964921,0.0001324972,0.000318762,0.002364036,9.067919e-8,0.00005567983,0.002183394,0.007259797,0.9259443],"study_design_scores_gemma":[0.0004442103,0.01038451,0.00985672,0.0419992,0.00008894828,0.0003839395,0.0008591312,0.00009215456,0.000003136171,0.001354364,0.9334633,0.001070351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01998955,0.9772636,0.000003590984,0.0002353082,0.00009273784,0.001196029,0.0001612349,0.0001074937,0.0009504571],"genre_scores_gemma":[0.02866144,0.9690133,0.001034379,0.00002783279,0.0006429724,0.0001660705,0.00006369421,0.00008084399,0.0003094218],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9262035,"threshold_uncertainty_score":0.9998541,"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."}}