{"id":"W6930407370","doi":"10.5281/zenodo.12096766","title":"Iso 11443 pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Infections and bacterial resistance","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information security management system; Certification; International standard; Member states; Subject (documents); National standard","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001605616,0.0001597928,0.0001171043,0.0001493006,0.0003522416,0.0003895147,0.0004338964,0.000187946,0.0659121],"category_scores_gemma":[0.0001290844,0.0001633751,0.00007359222,0.0001736697,0.00009959313,0.000003063035,0.0005877475,0.000164873,0.06739657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003383634,"about_ca_system_score_gemma":0.000004278327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001446504,"about_ca_topic_score_gemma":0.000001923157,"domain_scores_codex":[0.9989766,0.00009482836,0.0001296934,0.0004293155,0.0001384614,0.0002310411],"domain_scores_gemma":[0.9992984,0.000001356996,0.00006874977,0.000428982,0.0001210269,0.00008150714],"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":[0.00001840836,0.00003151242,1.43434e-7,0.00009013212,0.00006478123,0.00000607178,0.00001658201,5.264876e-7,0.02330605,0.0005401821,0.9681885,0.007737152],"study_design_scores_gemma":[0.0001344611,0.0001439699,0.000006319763,0.00006459439,0.00001794537,0.0000604928,0.00001656169,0.000001968934,0.0009721986,0.00004060091,0.9983571,0.0001837561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000208655,0.0006531616,0.0008386884,0.00009760041,0.0003449455,0.0002208447,0.0003490229,0.00030088,0.9969862],"genre_scores_gemma":[0.004508389,0.0005755973,0.0001188749,0.00009301591,0.001119674,5.685825e-8,0.003583643,0.00614881,0.9838519],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03016867,"threshold_uncertainty_score":0.9349418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261913079414273,"score_gpt":0.2351211276516417,"score_spread":0.2225019968574989,"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."}}