{"meta":{"query_hash":"eaa7cc7dd4dd","filters":{"venue":"RonPub -- Research Online Publishing (RonPub UG)"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/eaa7cc7dd4dd","api":"https://metacan.xera.ac/api/v1/cohort?venue=RonPub+--+Research+Online+Publishing+%28RonPub+UG%29"},"results":[{"id":"W2402457549","doi":"","title":"Definition and Categorization of Dew Computing","year":2016,"lang":"en","type":"article","venue":"RonPub -- Research Online Publishing (RonPub UG)","topic":"Advanced Memory and Neural Computing","field":"Engineering","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Dew; Cloud computing; Computer science; Categorization; Dew point; Data science; Key (lock); World Wide Web; Computer security; Artificial intelligence; Operating system; Meteorology; Geography","score_opus":0.10849774393364162,"score_gpt":0.33279864690079325,"score_spread":0.22430090296715163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2402457549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9302605,0.0010039501,0.06301214,0.0018255741,0.00038823133,0.00033041742,0.000068695306,0.0004824801,0.002628018],"genre_scores_gemma":[0.9917845,0.00034292083,0.007130405,0.000031519718,0.00046847796,0.000006142199,0.00008294231,0.00005877443,0.00009428239],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975463,0.00020565967,0.0004893975,0.00038873724,0.0006194295,0.0007504789],"domain_scores_gemma":[0.9978719,0.0010309776,0.00009318835,0.00032642,0.00045154858,0.00022596211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016704586,0.00020790948,0.00028736755,0.00043077843,0.00025272727,0.00032399155,0.0003790431,0.00015548947,0.00003122898],"category_scores_gemma":[0.0021224294,0.00016846313,0.00005119485,0.0006941702,0.00016433415,0.0023544002,0.0003077458,0.0006327643,0.000007993226],"study_design_candidate":"design_other","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":[0.000109680754,0.00027378727,0.008535509,0.0012388114,0.00012965381,0.000041623953,0.0011207503,0.008705482,0.23282494,0.044007774,0.006274537,0.69673747],"study_design_scores_gemma":[0.015689157,0.0023161822,0.139156,0.0074915853,0.00017952164,0.00047985223,0.004383738,0.30191982,0.2612743,0.20595191,0.05537826,0.0057796757],"about_ca_topic_score_codex":0.00003317715,"about_ca_topic_score_gemma":0.00005246387,"teacher_disagreement_score":0.6909578,"about_ca_system_score_codex":0.00017704397,"about_ca_system_score_gemma":0.000068706795,"threshold_uncertainty_score":0.68697274},"labels":[],"label_agreement":null},{"id":"W2970544907","doi":"","title":"Data Lifetime Estimation in a Multicast-Based CoAP Proxy","year":2019,"lang":"en","type":"article","venue":"RonPub -- Research Online Publishing (RonPub UG)","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Multicast; Computer science; Computer network; Erlang (programming language); Traffic intensity; Protocol Independent Multicast; Proxy (statistics); Source-specific multicast; Exponential distribution; Provisioning; Theoretical computer science; Statistics","score_opus":0.12120221758529809,"score_gpt":0.3850274464326183,"score_spread":0.26382522884732024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970544907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6186841,0.002027939,0.21354924,0.14811042,0.00278177,0.0055958815,0.0010974356,0.0020951347,0.006058041],"genre_scores_gemma":[0.9479669,0.000028186756,0.047493827,0.00078950997,0.0003079936,0.00007937654,0.0015690655,0.000062363106,0.0017028096],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99237084,0.0010485939,0.0007744655,0.0017120715,0.002534832,0.0015591879],"domain_scores_gemma":[0.9930589,0.0015202444,0.00019188748,0.0039523966,0.0008117216,0.00046482772],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009564974,0.0003517153,0.00048090515,0.0013486622,0.00028318647,0.005717161,0.007362337,0.00027104942,0.00008866551],"category_scores_gemma":[0.0071865013,0.00033714526,0.00009919622,0.002192159,0.00014419986,0.011016068,0.0036475523,0.0023099647,0.0004078568],"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":[0.00065484655,0.008046758,0.085387714,0.0011836786,0.00026144893,0.00058137544,0.0022427272,0.05290244,0.004771051,0.032998733,0.14382517,0.66714406],"study_design_scores_gemma":[0.001652766,0.0001927728,0.006189767,0.0002730247,0.0000051924562,0.0000113508395,0.00012824105,0.97562885,0.000045283257,0.0005489987,0.014944838,0.00037893959],"about_ca_topic_score_codex":0.0022482697,"about_ca_topic_score_gemma":0.00084340246,"teacher_disagreement_score":0.9227264,"about_ca_system_score_codex":0.000504718,"about_ca_system_score_gemma":0.0013889492,"threshold_uncertainty_score":0.9999918},"labels":[],"label_agreement":null}]}