{"meta":{"query_hash":"9e4ec338173e","filters":{"venue":"New Security Paradigms Workshop"},"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/9e4ec338173e","api":"https://metacan.xera.ac/api/v1/cohort?venue=New+Security+Paradigms+Workshop"},"results":[{"id":"W4390102161","doi":"10.1145/3633500.3633501","title":"Escaping Vendor Mortality: A New Paradigm for Extending IoT Device Longevity","year":2023,"lang":"en","type":"article","venue":"New Security Paradigms Workshop","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Universitas Brawijaya","keywords":"Vendor; Software deployment; Computer science; Paradigm shift; Sociotechnical system; Internet of Things; Key (lock); Computer security; Software; Software engineering; Business; Operating system; Knowledge management","score_opus":0.08280782735542179,"score_gpt":0.3398158280087199,"score_spread":0.2570080006532981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390102161","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3478004,0.0031080286,0.61203074,0.008394028,0.021594163,0.0017237292,0.0000042535644,0.0032487337,0.0020958774],"genre_scores_gemma":[0.9376513,0.00021580585,0.032246683,0.002410026,0.0243452,0.00013442912,0.00009600524,0.00020575071,0.0026948233],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99580914,0.00012788641,0.0006858069,0.0012581506,0.0006011901,0.0015178217],"domain_scores_gemma":[0.996635,0.0010280928,0.0002813661,0.0012949667,0.000055258522,0.0007052828],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011359375,0.0005120332,0.0006509182,0.00026211553,0.00063010247,0.0007558903,0.0018252974,0.000264634,0.000010937145],"category_scores_gemma":[0.0003436271,0.0005569144,0.0003899626,0.0022118243,0.00005967176,0.0006847998,0.0006715106,0.0005407936,0.00032619433],"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":[0.000064150256,0.00020993769,0.0038016725,0.00036764937,0.0003755567,0.0002274683,0.01720012,0.0019352708,0.00023024598,0.07190809,0.375392,0.5282878],"study_design_scores_gemma":[0.002260476,0.00012723997,0.007343603,0.00054483226,0.0001087539,0.000071773466,0.000113335576,0.38773912,0.00073216023,0.12174644,0.477627,0.0015852607],"about_ca_topic_score_codex":0.0002200935,"about_ca_topic_score_gemma":0.00008821282,"teacher_disagreement_score":0.58985084,"about_ca_system_score_codex":0.0001725723,"about_ca_system_score_gemma":0.00040916807,"threshold_uncertainty_score":0.9996882},"labels":[],"label_agreement":null}]}