{"id":"W4406505661","doi":"10.1016/s0967-0653(98)81663-3","title":"10.1016/s0967-0653(98)81663-3","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biology; Zoology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002081512,0.0005970562,0.001415051,0.0002055855,0.0001137814,0.0000873326,0.0006972836,0.0002328221,0.997748],"category_scores_gemma":[0.000122078,0.00050368,0.0004684069,0.0003054217,0.00005710421,0.00007946806,0.0002046334,0.0004937543,0.9997635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009331186,"about_ca_system_score_gemma":0.0001021342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002824157,"about_ca_topic_score_gemma":3.501531e-8,"domain_scores_codex":[0.9978398,0.0002188719,0.0005527023,0.0006533929,0.0002642765,0.000470942],"domain_scores_gemma":[0.9986534,0.0002960231,0.000226345,0.0005661749,0.00004284879,0.0002151975],"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":[0.0000353725,0.00004167592,3.44654e-10,0.001195298,0.0000833747,0.0001187583,0.000006568765,1.793888e-7,3.104757e-8,6.625846e-7,0.1534484,0.8450697],"study_design_scores_gemma":[0.00007827895,0.0007351234,5.669617e-8,0.006476413,0.0002587641,0.0002337027,4.213904e-7,0.000005595597,6.12993e-8,0.000004059199,0.9916233,0.0005842495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[5.296882e-8,0.4670762,1.421091e-7,0.000004783913,0.000002358105,0.0002573298,0.00007320575,0.000222126,0.5323638],"genre_scores_gemma":[1.064889e-8,0.1115698,0.0001539439,0.000007705106,0.0007038221,0.00008452699,0.0001027594,0.0001364351,0.887241],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8444854,"threshold_uncertainty_score":0.9997415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1264202541875881,"score_gpt":0.3425915672868902,"score_spread":0.2161713130993021,"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."}}