{"id":"W2407054013","doi":"10.1038/laban.644","title":"Response to Protocol Review Scenario: Clarity for humane intervention points","year":2014,"lang":"en","type":"letter","venue":"Lab Animal","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"CLARITY; Protocol (science); Intervention (counseling); Psychology; Computer science; Medicine; Biology; Alternative medicine; Pathology; Psychiatry","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04216237,0.001798216,0.003483401,0.002201682,0.01475383,0.01513501,0.007765546,0.248023,0.02184749],"category_scores_gemma":[0.2073007,0.002746568,0.005214508,0.00168305,0.008054201,0.005937302,0.007108951,0.1070351,0.01556842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02491422,"about_ca_system_score_gemma":0.04772135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0211414,"about_ca_topic_score_gemma":0.03039515,"domain_scores_codex":[0.9521776,0.01463105,0.007581946,0.004579966,0.01041656,0.01061286],"domain_scores_gemma":[0.9059696,0.04911721,0.008515439,0.002805473,0.02294104,0.01065121],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000153208,0.00005137757,0.0004315721,0.0002438008,0.00005237062,0.002972306,0.0009880622,0.0001869831,0.0006990379,0.005770721,0.9848605,0.003590119],"study_design_scores_gemma":[0.0003692921,0.000153717,0.001428618,0.001754881,0.0001270878,0.001227298,0.002104751,0.001496812,0.0008110297,0.01279916,0.9774532,0.0002741455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007058743,0.0002869653,0.0008506548,0.9703937,0.02049818,0.0009103722,0.0002348044,0.0002013367,0.005918231],"genre_scores_gemma":[0.001786221,0.0001305621,0.0007211612,0.9832306,0.006084522,0.0006043396,0.00003839956,0.00004870398,0.007355415],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9578376,"threshold_uncertainty_score":0.2229786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.219266019137013,"score_gpt":0.4656032518546891,"score_spread":0.2463372327176761,"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."}}