{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"2e743b86bf9e","filters":{"venue":"International Symposium on Systems Synthesis"}},"results":[{"id":"W2999449555","doi":"10.1145/3247692","title":"Session details: Keynote","year":2001,"lang":"en","type":"article","venue":"International Symposium on Systems Synthesis","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Session (web analytics); Computer science; Multimedia; World Wide Web","authors":[{"name":"J.P. Knight","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03798813059919313,"gpt":0.2257951806839964,"spread":0.1878070500848033,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005270785,0.0001565884,0.0003195167,0.0001982138,0.0001367752,0.0002032872,0.0003959279,0.00007587179,0.004499623],"category_scores_gemma":[0.0001290922,0.0001611288,0.0001389679,0.000105755,0.00004813086,0.0002477256,0.00007723267,0.00006825126,0.03696422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002353286,"about_ca_system_score_gemma":0.000006265956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003425758,"about_ca_topic_score_gemma":0.000004535672,"domain_scores_codex":[0.9986171,0.00001722081,0.0005530846,0.0004910512,0.00008503586,0.0002365179],"domain_scores_gemma":[0.9991425,0.0001492257,0.0003025178,0.0002859453,0.0000460604,0.0000737785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002586337,0.0005938981,0.1349715,0.00005914734,0.00116836,0.00008700391,0.001248291,0.003910471,0.0005771189,0.5788941,0.2744027,0.003828733],"study_design_scores_gemma":[0.0002578897,0.00001993948,0.002023864,0.00008294426,0.000006857751,0.0000180324,0.0003562063,0.003143897,0.0002046335,0.0005242049,0.9930874,0.0002741759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0497953,0.0003238505,0.000540403,0.001601486,0.0101451,0.0001634787,0.0003258991,0.00008262308,0.9370219],"genre_scores_gemma":[0.8612319,0.0002812432,0.00004032247,0.0001435089,0.0003484343,0.00006764357,0.000005177986,0.00001747773,0.1378643],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8114366,"threshold_uncertainty_score":0.9964104,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2999617569","doi":"10.1145/3247696","title":"Session details: Memory aspects in system design","year":2001,"lang":"en","type":"article","venue":"International Symposium on Systems Synthesis","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Session (web analytics); Computer science; Computer architecture; World Wide Web","authors":[{"name":"Farhad Mavaddat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02355692852068894,"gpt":0.2562832507792459,"spread":0.2327263222585569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009810381,0.0002234587,0.000287463,0.0003880865,0.0001080521,0.0003280232,0.001308365,0.0001258915,0.000009610665],"category_scores_gemma":[0.0001172446,0.0002032616,0.00008262348,0.0003900091,0.00001999851,0.0003989813,0.0001453956,0.0001370583,0.0001749952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006532147,"about_ca_system_score_gemma":0.00007872176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002097012,"about_ca_topic_score_gemma":0.000004095177,"domain_scores_codex":[0.997541,0.0004474694,0.0005430271,0.0005490565,0.0006342398,0.0002851822],"domain_scores_gemma":[0.9983507,0.0006343969,0.000244093,0.0005183934,0.000161191,0.00009118882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002107551,0.0007442191,0.00437627,0.0001677845,0.0002175764,0.001055825,0.001499678,0.7868663,0.00790807,0.1704481,0.003972797,0.0225326],"study_design_scores_gemma":[0.0003270456,0.00007568121,0.0005452915,0.001253438,0.000006686435,0.0002870629,0.000121497,0.9804494,0.01364116,0.0001549293,0.002723724,0.0004140215],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003969237,0.0001001274,0.9264506,0.001071647,0.001629622,0.0003890733,0.000002296812,0.0009058237,0.06548163],"genre_scores_gemma":[0.986478,0.00003990005,0.01236397,0.00008689868,0.0001835057,0.0001674712,0.000001484086,0.00002029776,0.0006584442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9825088,"threshold_uncertainty_score":0.8288769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}