{"meta":{"query_hash":"e6cf87e77cb3","filters":{"venue":"Reversing and Offensive-Oriented Trends 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/e6cf87e77cb3","api":"https://metacan.xera.ac/api/v1/cohort?venue=Reversing+and+Offensive-Oriented+Trends+Symposium"},"results":[{"id":"W4210328082","doi":"10.1145/3503921.3503922","title":"Reversing and Fuzzing the Google Titan M Chip","year":2021,"lang":"en","type":"article","venue":"Reversing and Offensive-Oriented Trends Symposium","topic":"Security and Verification in Computing","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Government of Canada","keywords":"Fuzz testing; Computer science; Computer security; Attack surface; Titan (rocket family); Chip; Embedded system; Reversing; Operating system; Software; Engineering; Telecommunications","score_opus":0.012726137959121895,"score_gpt":0.2291365505778812,"score_spread":0.21641041261875932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210328082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79007566,0.0011128613,0.16769308,0.0018652568,0.00082763954,0.00015892285,0.00017145516,0.006759866,0.031335276],"genre_scores_gemma":[0.9553649,0.00017765553,0.036571637,0.00049907976,0.000026893744,0.000033646913,0.000085823274,0.00022184991,0.007018564],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993087,0.00008512169,0.0000333611,0.00009529758,0.00035416198,0.00012332918],"domain_scores_gemma":[0.99929523,0.00018899032,0.00007637247,0.0002641589,0.00014305602,0.000032127937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005408481,0.0002352697,0.00017026142,0.00039759857,0.00031785344,0.0006165172,0.0006200215,0.00054034963,0.0017916014],"category_scores_gemma":[0.0029733274,0.00016172088,0.00027227294,0.00016775315,0.0010214662,0.0007637201,0.00099286,0.0007317261,0.00044016232],"study_design_candidate":"not_applicable","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":[0.0012269062,0.00014451242,0.016960079,0.00037512492,0.000117049145,0.0025937895,0.0012201688,0.03162066,0.5153045,0.16459817,0.019563321,0.2462757],"study_design_scores_gemma":[0.00011446903,0.0009202619,0.0067048874,0.00014570943,0.00010789098,0.0021150806,0.00028031587,0.18261616,0.646984,0.035229955,0.12463567,0.00014563052],"about_ca_topic_score_codex":0.0016703798,"about_ca_topic_score_gemma":0.002136209,"teacher_disagreement_score":0.0017916014,"about_ca_system_score_codex":0.0005589568,"about_ca_system_score_gemma":0.00074107427,"threshold_uncertainty_score":0.0059934855},"labels":[],"label_agreement":null}]}