{"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":"d2c1695e4a7d","filters":{"venue":"ADVANCE Journal"}},"results":[{"id":"W4391097528","doi":"10.5399/osu/advjrnl.4.2.2","title":"Results &amp; Successes of eAlliances: A Distributed Peer Mentoring Network Model for Women in Physics &amp; Astronomy","year":2024,"lang":"en","type":"article","venue":"ADVANCE Journal","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Lawrence Livermore National Laboratory; Division of Materials Research; Directorate for STEM Education; University of North Carolina at Chapel Hill; University of Alberta; Illinois Wesleyan University; University of Miami; Rhodes College; Colorado College; University of Colorado Boulder; University of Pennsylvania; Kent State University; University of Rochester; University of Minnesota; Howard Hughes Medical Institute; Bucknell University; Carleton College; National Science Foundation","keywords":"Physics; Astronomy; Astrophysics; Engineering physics","authors":[{"name":"Anne‐Barrie Hunter","is_ca":false},{"name":"Anne J. Cox","is_ca":false},{"name":"Cindy Blaha","is_ca":false},{"name":"Beth A. Cunningham","is_ca":false},{"name":"Rachel Ivie","is_ca":false},{"name":"K. P. H. Lui","is_ca":false},{"name":"Idalia Ramos-Colón","is_ca":false},{"name":"Barbara L. Whitten","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03273227357788398,"gpt":0.3902440778038151,"spread":0.3575118042259311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007464282,0.0001528483,0.000404947,0.00005300503,0.00008640849,0.00002106493,0.0001296635,0.00007567712,0.00002006514],"category_scores_gemma":[0.0002021661,0.0001254525,0.0001030722,0.0002854688,0.00009528467,0.0003654314,0.00001747899,0.0004355753,0.000002629293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005232264,"about_ca_system_score_gemma":0.0002986792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001475471,"about_ca_topic_score_gemma":0.0000312528,"domain_scores_codex":[0.9984954,0.00002779212,0.0004990032,0.0002256398,0.0002206338,0.0005315592],"domain_scores_gemma":[0.9990323,0.0002998262,0.0001916745,0.0001785962,0.0001635543,0.0001340387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00479179,0.0003911395,0.01094699,0.0005281425,0.0004125321,0.00004574721,0.004516173,0.868417,0.0007088898,0.001503064,0.01062354,0.09711497],"study_design_scores_gemma":[0.003298326,0.0002738526,0.0005207547,0.0009053861,0.00004142945,0.00009020153,0.0001672924,0.01455525,0.000113893,0.02694411,0.9529107,0.0001787766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03763376,0.005112571,0.9538864,0.001423915,0.001011525,0.0003034901,0.00009368186,0.00003511094,0.0004995685],"genre_scores_gemma":[0.371408,0.006163714,0.5916248,0.0002632225,0.006841551,0.0001837713,0.0001710965,0.00008780847,0.02325603],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9422872,"threshold_uncertainty_score":0.5115806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413208589","doi":"10.5399/osu/advjrnl.6.1.8","title":"An Invitation to Know","year":2025,"lang":"en","type":"article","venue":"ADVANCE Journal","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Need to know; Computer science; Computer security","authors":[{"name":"Utamika Cummings van Zyl","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03061631581834508,"gpt":0.4678673199373725,"spread":0.4372510041190275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006357185,0.00002814856,0.00003522469,0.0000708831,0.0004749956,0.0001198366,0.0001340709,0.00002140053,0.0001655359],"category_scores_gemma":[0.0006708861,0.00002790899,0.00001478931,0.0002447523,0.00002872162,0.0009356227,0.000003082342,0.0001210874,0.00005621387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006635215,"about_ca_system_score_gemma":0.0002817383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004352182,"about_ca_topic_score_gemma":0.0006888345,"domain_scores_codex":[0.9994423,0.0001542409,0.00008105408,0.00006105581,0.0001479643,0.0001133295],"domain_scores_gemma":[0.9994656,0.0002083428,0.00004876975,0.00004944476,0.0001277357,0.0001000395],"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":[0.00007958677,0.0002341051,0.0435406,0.00001076186,0.00002591538,0.00000585413,0.07749746,0.0008612013,0.002026273,0.4406416,0.09227283,0.3428039],"study_design_scores_gemma":[0.00004520818,0.00002153481,0.0066082,0.00002164507,0.000004470788,0.000001220487,0.02413351,0.000002469678,0.00006851651,0.02411539,0.9449387,0.00003918729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2010598,0.002044857,0.01662134,0.535643,0.004756517,0.0002227915,0.00000196947,0.00006397077,0.2395858],"genre_scores_gemma":[0.9705413,0.0003046042,0.01231288,0.008653481,0.0007848933,0.000004555119,9.436437e-7,0.000003050162,0.007394291],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8526658,"threshold_uncertainty_score":0.365333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}