{"id":"W6948783266","doi":"10.5281/zenodo.12502910","title":"aim rules for companies 2023 pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diphtheria, Corynebacterium, and Tetanus","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Nucleofection; Payment; Gloom; Interchangeability","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002175734,0.0002395477,0.0002062383,0.0001653233,0.0003375061,0.000490548,0.0007336627,0.0002143464,0.03625624],"category_scores_gemma":[0.0001587305,0.0002457783,0.000123405,0.0001210302,0.0001483736,0.000005065531,0.0007261489,0.0001503719,0.0456396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002895677,"about_ca_system_score_gemma":0.000006236122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001316613,"about_ca_topic_score_gemma":0.000002237354,"domain_scores_codex":[0.9986455,0.000102045,0.000186563,0.0005663715,0.0001720008,0.0003275453],"domain_scores_gemma":[0.9990888,0.000004869767,0.0001016224,0.0005111822,0.0001793025,0.0001142429],"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":[0.00005045122,0.0000504867,1.251067e-7,0.0002430786,0.0001696459,0.000005892594,0.000049486,0.000001124204,0.009340988,0.0005606256,0.9788833,0.01064484],"study_design_scores_gemma":[0.000308442,0.0002859029,0.000008701737,0.00008253678,0.00004219908,0.00003757105,0.00007724565,0.00001445514,0.0006621264,0.0001443243,0.9980603,0.0002762227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003213387,0.001489619,0.00133891,0.0001527445,0.0004444525,0.0005634249,0.001931889,0.000350594,0.993407],"genre_scores_gemma":[0.003463303,0.0005021626,0.0002824443,0.0001270735,0.00121346,2.874731e-7,0.01297947,0.007228728,0.9742031],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01920396,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02162408139300674,"score_gpt":0.2453863950226373,"score_spread":0.2237623136296306,"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."}}