{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1225564,0.0005164859,0.001192403,0.006583357,0.01692885,0.01252342,0.00643587,0.004636704,0.01426341],"category_scores_gemma":[0.2187861,0.001290475,0.0007253544,0.006988306,0.01159398,0.003590155,0.006567748,0.006124377,0.003783879],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1086678,"about_ca_system_score_gemma":0.5510486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.873062,"about_ca_topic_score_gemma":0.9371782,"domain_scores_codex":[0.8215162,0.04284146,0.01045694,0.005963172,0.108053,0.01116927],"domain_scores_gemma":[0.4366461,0.06856973,0.02028315,0.01967534,0.39662,0.05820563],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003294233,0.0003806289,0.0253007,0.005076727,0.0001168186,0.001696641,0.02973319,0.000700185,0.008858053,0.03709074,0.595275,0.2954418],"study_design_scores_gemma":[0.0000337063,0.0001385398,0.04002731,0.002509955,0.00003721931,0.0002701625,0.007379813,0.0005384277,0.001224758,0.001847628,0.9458461,0.0001463757],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08422097,0.03250368,0.04213423,0.3653025,0.01600433,0.01775976,0.008431938,0.002528691,0.4311139],"genre_scores_gemma":[0.5159331,0.03234454,0.1156268,0.07148605,0.002605869,0.008638275,0.005412116,0.001154621,0.2467986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8913322,"threshold_uncertainty_score":0.7884438,"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."}}