{"id":"W2607502023","doi":"10.1038/laban.1260","title":"Response to Protocol Review Scenario: Before the amendment","year":2017,"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 Toronto","funders":"","keywords":"Protocol (science); Amendment; Computer science; Medicine; Law; Political science; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001074847,0.0004993693,0.0005622347,0.00006327154,0.0004942414,0.0002181406,0.001450154,0.0002563015,0.0006315696],"category_scores_gemma":[0.0006973912,0.0003128625,0.0002389232,0.00008520772,0.0001539518,0.00009445367,0.00057044,0.001572541,0.001644455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001306477,"about_ca_system_score_gemma":0.0001178015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001281654,"about_ca_topic_score_gemma":0.000008463977,"domain_scores_codex":[0.9970618,0.0006178622,0.0004411945,0.0007063065,0.0005805462,0.000592331],"domain_scores_gemma":[0.9978324,0.000200415,0.000466735,0.00128673,0.0001247403,0.0000890229],"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":[0.001569269,0.00002868598,0.0000675716,0.001119057,0.00005237195,0.002685895,0.0002017976,2.919865e-8,0.0005475416,0.00002054426,0.9924588,0.001248423],"study_design_scores_gemma":[0.0002404242,0.00447987,0.00138081,0.00584305,0.00005129148,0.0003006968,0.00001077749,0.000003796124,0.00001966958,0.0000491928,0.9872801,0.0003403725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002938128,0.0003016506,0.0000046348,0.9192484,0.0001865888,0.06910684,0.000164,0.0002316285,0.007818146],"genre_scores_gemma":[0.002342603,0.00001731491,0.0006556363,0.8144835,0.005283352,0.1342506,0.0000421263,0.0001744068,0.04275047],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1047649,"threshold_uncertainty_score":0.9999323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1817864965730937,"score_gpt":0.4479270221939247,"score_spread":0.266140525620831,"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."}}