{"id":"W4249261196","doi":"10.1080/00219266.2001.9655768","title":"Book Reviews","year":2001,"lang":"en","type":"article","venue":"Journal of Biological Education","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Publishing; Library science; Art history; Art; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006878958,0.001286001,0.00127096,0.003305385,0.001369601,0.006943591,0.002623352,0.002491355,0.5298619],"category_scores_gemma":[0.003907256,0.0005352836,0.000959815,0.00390715,0.0007615214,0.004293831,0.002587661,0.002866394,0.4809388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001947594,"about_ca_system_score_gemma":0.00341796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002779204,"about_ca_topic_score_gemma":0.005161128,"domain_scores_codex":[0.9986989,0.0001310418,0.00007929675,0.0002586019,0.0007244665,0.0001076842],"domain_scores_gemma":[0.9983559,0.0002962262,0.00009259232,0.0001619024,0.0007860364,0.0003072646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001489648,0.00002216489,0.00004355219,0.0004648755,0.000004702039,0.00007385317,0.00006536056,0.0000529908,0.0001591032,0.004808611,0.885831,0.1084589],"study_design_scores_gemma":[0.000001830784,0.000003750167,0.00003828769,0.0001398957,0.000001667394,0.00008927286,0.00002315841,0.000007342465,0.00002154231,0.0006188789,0.9990521,0.000002397591],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0004682955,0.1117593,0.002423212,0.01198471,0.02732056,0.0002199662,0.004129181,0.00130919,0.8403856],"genre_scores_gemma":[0.001951495,0.04775865,0.002151433,0.005491855,0.004751971,0.00011129,0.003744804,0.0006179503,0.9334205],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5298619,"threshold_uncertainty_score":0.6705949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3793983445599115,"score_gpt":0.4892235238654411,"score_spread":0.1098251793055296,"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."}}