{"id":"W2001010400","doi":"10.1145/1806546.1806564","title":"Conclusions of the 14th international real-time Ada workshop","year":2010,"lang":"en","type":"article","venue":"ACM SIGAda Ada Letters","topic":"Real-Time Systems Scheduling","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Software; Library science; World Wide Web; Operating system","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":[],"consensus_categories":[],"category_scores_codex":[0.0004897402,0.0001982227,0.0002385722,0.00009805844,0.0001908879,0.0001575009,0.004591984,0.0001009764,0.0001182962],"category_scores_gemma":[0.0006312628,0.0001489814,0.0001631183,0.0004177529,0.0001586149,0.0005466299,0.001826032,0.0004330637,0.00009027577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005186603,"about_ca_system_score_gemma":0.0001249495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004396841,"about_ca_topic_score_gemma":0.00005588384,"domain_scores_codex":[0.997906,0.0001166142,0.000447695,0.0004352501,0.0007608698,0.000333578],"domain_scores_gemma":[0.9967062,0.0007191184,0.0003159099,0.002027284,0.0001214688,0.0001100251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000005701811,0.00003477386,0.002153589,0.000009339718,0.00006034164,0.00002558348,0.0008339973,0.0004176518,0.9669107,0.00287577,0.02370251,0.002969997],"study_design_scores_gemma":[0.008053772,0.0002920192,0.1142473,0.002088997,0.0002628279,0.001530965,0.001527323,0.1662088,0.4708959,0.007841158,0.2211831,0.005867826],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293231,0.000008247948,0.01105364,0.04921604,0.004417514,0.0003193974,0.000006401689,0.0001630234,0.005492589],"genre_scores_gemma":[0.947266,0.000004213625,0.05017957,0.001706914,0.0004046278,0.00001702344,0.000003862614,0.00002227881,0.0003954527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4960149,"threshold_uncertainty_score":0.8533124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008741895914681243,"score_gpt":0.2365375849585324,"score_spread":0.2277956890438511,"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."}}