{"id":"W2471795159","doi":"10.1371/journal.pone.0158002","title":"Pedagogical Merit Review of Animal Use for Education in Canada","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Council on Animal Care; Ottawa Hospital; University of Ottawa","funders":"Institute of Health Services and Policy Research; Canadian Institutes of Health Research","keywords":"Peer review; Psychology; Medical education; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007103555,0.00004953565,0.0001474586,0.00001478373,0.0000102302,0.000002095683,0.00006463266,0.000009977532,0.0001162779],"category_scores_gemma":[0.0006340615,0.00003462705,0.00001757585,0.00003479154,0.00001271181,0.00006337007,0.00001644599,0.00002659784,0.000004987252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008019021,"about_ca_system_score_gemma":0.0004414443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1319609,"about_ca_topic_score_gemma":0.0308463,"domain_scores_codex":[0.9995073,0.00002950949,0.0001589446,0.0001059116,0.0001093348,0.00008897102],"domain_scores_gemma":[0.9995314,0.0002146946,0.00006765522,0.0000840629,0.0000737948,0.00002841844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001050576,0.002993071,0.2347466,0.01110434,0.0001380995,0.00002412477,0.0002121363,2.553623e-8,0.7023818,0.003277858,0.004729777,0.03934157],"study_design_scores_gemma":[0.001941182,0.007416622,0.7962767,0.1356009,0.0002883057,0.00003428723,0.0005109054,0.0001442617,0.03740151,0.0009007904,0.01847617,0.00100832],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971955,0.001536725,0.00001024739,0.0006370984,0.00001349807,0.0001818222,0.00003379646,0.000008892084,0.0003823834],"genre_scores_gemma":[0.9954889,0.0009555081,0.002425751,0.0001894311,0.00006211436,0.00003511046,0.000003336064,0.000007507476,0.0008323236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6649803,"threshold_uncertainty_score":0.9868382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5514086387762184,"score_gpt":0.4384033301453541,"score_spread":0.1130053086308643,"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."}}