{"meta":{"query_hash":"4cc1516f4e53","filters":{"venue":"Proceedings - Real-Time Technology and Applications Symposium"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/4cc1516f4e53","api":"https://metacan.xera.ac/api/v1/cohort?venue=Proceedings+-+Real-Time+Technology+and+Applications+Symposium"},"results":[{"id":"W2042922122","doi":"10.1109/rtas.2007.10","title":"Dynamic Patching of Embedded Software","year":2007,"lang":"en","type":"article","venue":"Proceedings - Real-Time Technology and Applications Symposium","topic":"Security and Verification in Computing","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Computer science; Instrumentation (computer programming); Human multitasking; Code (set theory); Dead code; Source code; Software; Embedded system; Process (computing); Binary code; Task (project management); Object code; Operating system; Programming language; Binary number; Redundant code; Code generation; Engineering; Set (abstract data type)","score_opus":0.004854768791122099,"score_gpt":0.2418184874480322,"score_spread":0.2369637186569101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042922122","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12239075,0.00060896773,0.85722065,0.00016298957,0.0001426213,0.000110037385,0.000057019934,0.014542545,0.004764371],"genre_scores_gemma":[0.767964,0.00039933703,0.21975043,0.00019019001,0.00008570549,0.00010648536,0.00017849836,0.0029371188,0.008388285],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993262,0.00007404338,0.000037769292,0.0002305223,0.0002521359,0.00007942241],"domain_scores_gemma":[0.9981598,0.00045658567,0.00019402437,0.000969849,0.0001533086,0.00006636076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003436004,0.0005123973,0.00052769086,0.00040626488,0.00034048728,0.0005361885,0.0011308845,0.00046339026,0.0024796638],"category_scores_gemma":[0.0021525535,0.00042614184,0.00039622435,0.00021471038,0.0007923866,0.0013150803,0.0013237756,0.0008932477,0.0005995821],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043317102,0.00013993985,0.005121326,0.0004517092,0.000075904456,0.001113908,0.0009994743,0.024433162,0.34633523,0.017080195,0.0038435524,0.5999724],"study_design_scores_gemma":[0.00011875947,0.00078171585,0.008407521,0.00016612967,0.00018910212,0.0036392747,0.00021680004,0.23566742,0.64362764,0.017450178,0.089624494,0.00011083817],"about_ca_topic_score_codex":0.0003898916,"about_ca_topic_score_gemma":0.00039364593,"teacher_disagreement_score":0.0024796638,"about_ca_system_score_codex":0.00022256082,"about_ca_system_score_gemma":0.00025994965,"threshold_uncertainty_score":0.008295357},"labels":[],"label_agreement":null}]}