{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003069625,0.002550943,0.001556057,0.007422047,0.001818067,0.00906676,0.004792307,0.003868935,0.6791617],"category_scores_gemma":[0.009103303,0.00138961,0.001575498,0.005899815,0.00125668,0.006936473,0.003223056,0.002543389,0.7271523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002459305,"about_ca_system_score_gemma":0.004264385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006798318,"about_ca_topic_score_gemma":0.005563234,"domain_scores_codex":[0.9953232,0.0002457877,0.000297915,0.0003323307,0.003520532,0.0002802153],"domain_scores_gemma":[0.9910451,0.0004464349,0.000254005,0.0008528334,0.006990077,0.0004115515],"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":[0.0001036637,0.000077572,0.00009619602,0.0007468548,0.000007922455,0.00009869951,0.00006291602,0.0003635944,0.002765579,0.007305991,0.8178313,0.1705398],"study_design_scores_gemma":[0.000009328905,0.00002237645,0.000151224,0.0001075837,0.000004589648,0.00006499587,0.0000256401,0.00006888817,0.0009589671,0.0007302962,0.997846,0.00001008276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004838706,0.001687984,0.01114416,0.0007818679,0.002967407,0.0005778649,0.01236174,0.009020881,0.9609743],"genre_scores_gemma":[0.002841058,0.002334491,0.005977988,0.000667086,0.0005276871,0.0003298774,0.01524154,0.004667994,0.9674123],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3208383,"threshold_uncertainty_score":0.4576368,"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."}}