{"id":"W6930059281","doi":"10.5281/zenodo.12353239","title":"Sae j2527 pdf","year":2024,"lang":"de","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Developmental Biology and Gene Regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Automotive industry; Original equipment manufacturer; Brake; Test method; Service life; Test equipment; Turbocharger; Rack","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":[0.0004955012,0.0003561555,0.0002466319,0.0002539257,0.0008929676,0.0004682646,0.0008745213,0.0005718058,0.1168908],"category_scores_gemma":[0.0001909355,0.0003758572,0.0001432849,0.0003195399,0.0003180874,0.000008382975,0.001615755,0.0003697259,0.3881128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000103952,"about_ca_system_score_gemma":0.0000123251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004422547,"about_ca_topic_score_gemma":0.000001195281,"domain_scores_codex":[0.9976494,0.0003403346,0.0003385908,0.000945803,0.0002465356,0.0004792909],"domain_scores_gemma":[0.9988125,0.000004977032,0.0001567161,0.0005941427,0.0002403796,0.0001913086],"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":[0.00006950474,0.00008655852,0.000001973348,0.0001959545,0.0003705561,0.00001821414,0.0001452196,0.000005501995,0.03930913,0.0004577722,0.9068148,0.05252486],"study_design_scores_gemma":[0.0003443724,0.0003291288,0.0001809961,0.0001236049,0.00006741953,0.0001271066,0.00007688026,0.00001187619,0.003110324,0.0001633801,0.9950761,0.0003887881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002529529,0.00580734,0.0005277364,0.0006302466,0.0009606807,0.0006392429,0.0005192943,0.0002852812,0.9881006],"genre_scores_gemma":[0.06682069,0.002397688,0.0003107533,0.0003399506,0.001668409,1.241829e-7,0.03389953,0.006389323,0.8881735],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.271222,"threshold_uncertainty_score":0.9998693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427309340076222,"score_gpt":0.2333006030262468,"score_spread":0.2190275096254846,"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."}}