{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"dfba69380d07","filters":{"venue":"East Asian popular culture"}},"results":[{"id":"W4221123578","doi":"10.1007/978-3-030-94964-8_3","title":"Diasporic Viewing of Korean TV","year":2022,"lang":"en","type":"book-chapter","venue":"East Asian popular culture","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Storytelling; Popularity; Homeland; Narrative; Korean Wave; Feeling; Representation (politics); Diaspora; Media studies; Sociology; Gender studies; History; Psychology; Political science; Art; Politics; Social psychology; Literature","authors":[{"name":"Kyong Yoon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02857611284199605,"gpt":0.2698582194399367,"spread":0.2412821065979406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003215979,0.000424685,0.0007360931,0.0001141329,0.0007169122,0.00002699964,0.0005447763,0.0004842125,0.002948724],"category_scores_gemma":[0.0001202704,0.0003657007,0.0005039457,0.0001488063,0.0003396016,0.0001522464,0.0001730354,0.0008052866,0.0001068096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002016438,"about_ca_system_score_gemma":0.0001755485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001088322,"about_ca_topic_score_gemma":0.0007575889,"domain_scores_codex":[0.9975374,0.00008671739,0.0004367096,0.0004844502,0.001016466,0.0004383117],"domain_scores_gemma":[0.9987914,0.000005046493,0.0004617208,0.000370034,0.0001460348,0.0002257854],"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":[0.00001230657,0.00003673172,0.0001058405,0.00009842103,0.0002952678,0.0001434759,0.2965246,5.101439e-7,0.000009126796,0.5517815,0.1230526,0.02793957],"study_design_scores_gemma":[0.0001366729,0.0000461417,0.0000338174,0.0001557558,0.0001845065,0.000005361777,0.03784363,4.223003e-8,0.000001281937,0.003828448,0.9573808,0.0003835459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000005125539,0.0152989,0.000005651238,0.002418039,0.001133744,0.0004682529,0.0001489142,0.000104301,0.9804171],"genre_scores_gemma":[0.007797736,0.00237075,0.0002978772,0.0001976682,0.002080343,0.00003013687,0.0003112766,0.0000771475,0.9868371],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8343282,"threshold_uncertainty_score":0.9998795,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220887567","doi":"10.1007/978-3-030-94964-8_1","title":"Introduction: Thinking the Korean Wave Diasporically","year":2022,"lang":"en","type":"book-chapter","venue":"East Asian popular culture","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Korean Wave; Diaspora; Hybridity; Gender studies; Media studies; Sociology; History; Aesthetics; Political science; Geography; Anthropology; Art; Literature","authors":[{"name":"Kyong Yoon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02147902257065495,"gpt":0.2459001884554684,"spread":0.2244211658848135,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005775135,0.0004719683,0.0004947705,0.00006399814,0.003221116,0.0001581054,0.0007037626,0.0004837309,0.004752656],"category_scores_gemma":[0.000187607,0.0003107085,0.0004427772,0.0001552418,0.0005037389,0.0001855187,0.0002588561,0.001632199,0.0002523646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003423196,"about_ca_system_score_gemma":0.0001776167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004967839,"about_ca_topic_score_gemma":0.001265171,"domain_scores_codex":[0.9969397,0.0001489905,0.000362621,0.0006550798,0.001380798,0.0005128636],"domain_scores_gemma":[0.9987271,0.000007825607,0.0003450709,0.0005480983,0.0001694566,0.000202404],"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":[0.000006239847,0.000009625098,0.000005271838,0.000007524559,0.0001224063,0.00007013712,0.1392839,2.72823e-7,5.653537e-7,0.50769,0.344574,0.008230124],"study_design_scores_gemma":[0.00009198625,0.0000368299,0.00001246217,0.00003293399,0.0001742456,0.00002709558,0.05642478,6.8989e-8,2.653406e-7,0.02291808,0.9199075,0.0003738268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[6.164122e-7,0.004857499,0.00001559196,0.1155198,0.002884013,0.0005556577,0.00004823738,0.0001859912,0.8759326],"genre_scores_gemma":[0.0007257115,0.001023618,0.0002962312,0.001073073,0.02160304,0.00004961244,0.0003002106,0.0000704896,0.974858],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5753334,"threshold_uncertainty_score":0.9999345,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220808377","doi":"10.1007/978-3-030-94964-8_4","title":"K-pop Diaspora","year":2022,"lang":"en","type":"book-chapter","venue":"East Asian popular culture","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Mainstream; Diaspora; Ethnic group; Homeland; Gender studies; Feeling; Sociology; Aesthetics; Media studies; History; Art; Political science; Anthropology; Psychology; Social psychology; Politics; Law","authors":[{"name":"Kyong Yoon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02428103344742841,"gpt":0.2681736457597143,"spread":0.2438926123122859,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002768736,0.0005258694,0.0006243253,0.0001004066,0.001533902,0.00009165983,0.0006337371,0.0006775463,0.007421424],"category_scores_gemma":[0.0001093581,0.0004626198,0.0004825786,0.0001139219,0.0003834319,0.0001914858,0.0001973763,0.001190128,0.0007682109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003042061,"about_ca_system_score_gemma":0.00022842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000101916,"about_ca_topic_score_gemma":0.002007222,"domain_scores_codex":[0.9971851,0.00008794317,0.0003487742,0.0006449489,0.001149314,0.0005839784],"domain_scores_gemma":[0.9987685,0.000003705008,0.0003126892,0.0004303307,0.0001300714,0.00035468],"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":[0.000007835221,0.00001793082,0.00003158316,0.00001967155,0.0001425828,0.0002163024,0.1551295,1.368772e-7,0.000001270994,0.530378,0.3060952,0.007959981],"study_design_scores_gemma":[0.0001471098,0.000039693,0.00001255376,0.00006788407,0.0001390714,0.000008553054,0.06612998,2.458347e-8,2.574989e-7,0.007642949,0.9252826,0.0005293054],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001980709,0.007919268,0.000005178648,0.009765567,0.00172692,0.0005612816,0.0001936359,0.0002451481,0.979581],"genre_scores_gemma":[0.001740771,0.001136047,0.0002197875,0.0006817349,0.003485343,0.0000491715,0.0004771285,0.00008998613,0.99212],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6191874,"threshold_uncertainty_score":0.9997826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221066167","doi":"10.1007/978-3-030-94964-8_5","title":"Conclusion: Diasporizing Hallyu","year":2022,"lang":"en","type":"book-chapter","venue":"East Asian popular culture","topic":"Asian Culture and Media Studies","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":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Hegemony; Korean Wave; Negotiation; Gender studies; Identity (music); Political science; Sociology; Media studies; Advertising; Aesthetics; Art; Business; Law; Politics","authors":[{"name":"Kyong Yoon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02581811388663374,"gpt":0.2728945000532671,"spread":0.2470763861666334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003315493,0.0005323456,0.0006566331,0.00009364337,0.002384493,0.00009825106,0.0006252846,0.0006893423,0.005892463],"category_scores_gemma":[0.0001221156,0.0004710869,0.0004672709,0.0001096044,0.0004033909,0.0002054709,0.0003640234,0.001210667,0.0004275611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003713889,"about_ca_system_score_gemma":0.0002782058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005999798,"about_ca_topic_score_gemma":0.002163921,"domain_scores_codex":[0.9970216,0.00009810174,0.0003832956,0.0006658582,0.001246637,0.0005845769],"domain_scores_gemma":[0.9987373,0.000005563681,0.0003476442,0.0003991315,0.0001546543,0.0003556678],"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":[0.000009945703,0.00001660158,0.0000200776,0.00002433232,0.0001463259,0.0003586044,0.1672968,1.890477e-7,0.000004507431,0.6013231,0.2193975,0.01140208],"study_design_scores_gemma":[0.0001834718,0.000035525,0.000006893565,0.0001218442,0.0001415322,0.00001391656,0.04754832,4.920025e-8,4.325627e-7,0.006504537,0.9448919,0.0005516282],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001152435,0.01116283,0.000008898846,0.01518902,0.00222327,0.0005603592,0.0001255091,0.0002428981,0.970486],"genre_scores_gemma":[0.001576004,0.001362689,0.0003216871,0.0008303462,0.004304839,0.00003796121,0.0003920888,0.00008872425,0.9910856],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7254944,"threshold_uncertainty_score":0.9997741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220884943","doi":"10.1007/978-3-030-94964-8_2","title":"Growing Up Korean Canadian in the Time of the Korean Wave","year":2022,"lang":"en","type":"book-chapter","venue":"East Asian popular culture","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Ethnic group; Negotiation; Korean Wave; White (mutation); Gender studies; Scope (computer science); Identity (music); Cultural identity; Political science; Sociology; Advertising; Aesthetics; Business","authors":[{"name":"Kyong Yoon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0202450667333996,"gpt":0.2372682716696536,"spread":0.217023204936254,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000591791,0.0003651416,0.0004513474,0.0001098426,0.00124542,0.00005871236,0.001011257,0.0004165499,0.001013017],"category_scores_gemma":[0.000144879,0.0002139235,0.0004059723,0.0002323907,0.00044736,0.000146262,0.0001323743,0.001134041,0.00005962227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003722796,"about_ca_system_score_gemma":0.000496666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01847354,"about_ca_topic_score_gemma":0.4938998,"domain_scores_codex":[0.9975412,0.0002495136,0.0003466382,0.0003819425,0.0009434902,0.0005372055],"domain_scores_gemma":[0.998969,0.00000933472,0.0002507765,0.0005000155,0.00008094977,0.000189884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005550422,0.00001238131,0.0001814198,0.00001764352,0.0001131483,0.0001188929,0.4698073,4.89294e-7,0.000004767457,0.4022282,0.1229622,0.004548071],"study_design_scores_gemma":[0.0001149599,0.00001751882,0.0001454394,0.0001190582,0.00007319011,0.00001184057,0.08967245,1.810664e-7,0.000001102249,0.004021731,0.9055752,0.0002473175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003157741,0.001438418,2.034867e-7,0.02720279,0.0007998982,0.0007162891,0.000211214,0.00002485668,0.9695747],"genre_scores_gemma":[0.05794186,0.0001982498,0.00003580273,0.002160102,0.001383288,0.00004092497,0.0002362884,0.00006503311,0.9379385],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.782613,"threshold_uncertainty_score":0.9999002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}