{"meta":{"query_hash":"7994aaf544e0","filters":{"venue":"Journal of Global Diaspora & Media"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/7994aaf544e0","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Global+Diaspora+%26+Media"},"results":[{"id":"W4391029629","doi":"10.1386/gdm_00035_1","title":"Research inquiries for digital diaspora and digital diasporic media","year":2023,"lang":"en","type":"article","venue":"Journal of Global Diaspora & Media","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":2,"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 Toronto","funders":"","keywords":"Diaspora; Ambiguity; Typology; Digital media; The Internet; Sociology; Media studies; Social media; Gender studies; Anthropology; Computer science; World Wide Web","score_opus":0.08277139611453654,"score_gpt":0.39513498832621163,"score_spread":0.3123635922116751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391029629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5250767,0.02449906,0.016868526,0.039750736,0.0021383087,0.002211531,0.0010581146,0.000055760902,0.38834134],"genre_scores_gemma":[0.9603349,0.011850767,0.0060417643,0.0038972646,0.0003433081,0.0020607603,0.00028947042,0.000040767383,0.015141002],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9891761,0.007156327,0.00084077625,0.0009152435,0.0010959496,0.00081560254],"domain_scores_gemma":[0.95310664,0.035624746,0.0036416692,0.0026405924,0.003247924,0.0017383905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016974803,0.00040150073,0.0006300696,0.006110736,0.010453226,0.010597128,0.001160466,0.0023960138,0.013782046],"category_scores_gemma":[0.04260153,0.00039291166,0.000527205,0.008882301,0.015333106,0.012694277,0.010456907,0.00395223,0.0011050897],"study_design_candidate":"theoretical_or_conceptual","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":[0.000063719315,0.0001395752,0.015992455,0.0013273655,0.000016697675,0.0010290144,0.4737391,0.00004038147,0.00052463263,0.45808616,0.0058840434,0.04315681],"study_design_scores_gemma":[0.000013088127,0.00005521559,0.008979401,0.0026526456,0.000019299972,0.00065050717,0.8180627,0.00010463129,0.00049578643,0.022320524,0.14661846,0.00002779042],"about_ca_topic_score_codex":0.003111798,"about_ca_topic_score_gemma":0.0056134774,"teacher_disagreement_score":0.016974803,"about_ca_system_score_codex":0.003819206,"about_ca_system_score_gemma":0.007070551,"threshold_uncertainty_score":0.0897724},"labels":[],"label_agreement":null},{"id":"W4401036624","doi":"10.1386/gdm_00039_1","title":"Reconstruction of diversity, Iranian inclusion, Kurdish exclusion and fictions of diasporic agency: An unhyphenated citizenship in Daughters of Smoke and Fire","year":2024,"lang":"en","type":"article","venue":"Journal of Global Diaspora & Media","topic":"Islamic Studies and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Seneca Polytechnic","funders":"","keywords":"Citizenship; Gender studies; Islam; Context (archaeology); Identity (music); Sociology; Ethnic group; National identity; Diversity (politics); Agency (philosophy); Inclusion (mineral); Political science; Anthropology; Geography; Social science; Law; Politics; Aesthetics; Art","score_opus":0.032640764616315626,"score_gpt":0.2918336463666803,"score_spread":0.2591928817503647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401036624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.764868,0.0036719854,0.0017206664,0.034231976,0.0015891391,0.000027595917,0.000082130915,0.0000393411,0.19376911],"genre_scores_gemma":[0.99330574,0.00048073745,0.00021393898,0.0008223029,0.00016947999,0.0000064442693,0.000011177277,0.00001540622,0.004974769],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990213,0.0005655726,0.000016176504,0.00007819675,0.00013058152,0.00018825397],"domain_scores_gemma":[0.9989498,0.0006000326,0.000103965394,0.000096672964,0.00010719004,0.00014237204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022256973,0.00042495184,0.00027022732,0.0009617602,0.014941239,0.0045686634,0.0008616237,0.0012171464,0.0018730387],"category_scores_gemma":[0.0029231773,0.00020787121,0.00018508134,0.0006644888,0.025483994,0.0032239764,0.0037179461,0.0035920455,0.00020666332],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048037873,0.000022407581,0.0029173899,0.000033645334,0.00000727229,0.0010637853,0.834753,0.000038282808,0.0003446981,0.14291334,0.008056066,0.009802068],"study_design_scores_gemma":[0.00000992898,0.000028367966,0.0037421852,0.000114999995,0.000010687417,0.0009581821,0.7801665,0.000108840766,0.00044106168,0.009547783,0.20485637,0.0000151064405],"about_ca_topic_score_codex":0.013664931,"about_ca_topic_score_gemma":0.04007611,"teacher_disagreement_score":0.014941239,"about_ca_system_score_codex":0.003870711,"about_ca_system_score_gemma":0.002087709,"threshold_uncertainty_score":0.0280841},"labels":[],"label_agreement":null},{"id":"W7125954156","doi":"10.1386/gdm_00046_1","title":"Ethnic minorities, transnational diasporas and communicative sovereignty: Challenges and opportunities for Vietnam’s development NGOs","year":2025,"lang":"en","type":"article","venue":"Journal of Global Diaspora & Media","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","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":"Simon Fraser University","funders":"","keywords":"Ethnic group; Situated; Vietnamese; Representation (politics); Sovereignty; Resource (disambiguation)","score_opus":0.11848713867699978,"score_gpt":0.35203755599990405,"score_spread":0.23355041732290427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125954156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79027724,0.0062700505,0.0022281767,0.04062451,0.0002604441,0.00012722287,0.00006508818,0.000019488798,0.16012782],"genre_scores_gemma":[0.99259454,0.0021444394,0.0004698762,0.0007643427,0.000033162938,0.000059381462,0.000018964149,0.000007673317,0.0039077066],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99821967,0.0011886288,0.00004051019,0.000083731116,0.00010189663,0.0003656133],"domain_scores_gemma":[0.9980362,0.0009049545,0.00015266346,0.00008399066,0.00013859279,0.0006836221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035726302,0.00024310741,0.00033887284,0.0009654712,0.011167264,0.010039527,0.00068845024,0.00092836854,0.00682808],"category_scores_gemma":[0.002624526,0.00016384687,0.00018173078,0.0012617349,0.010001174,0.0067206807,0.008664064,0.001533755,0.00026165292],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050623497,0.00012302455,0.02448765,0.0004066516,0.000012408744,0.0029677306,0.702744,0.00014594627,0.000538373,0.20032221,0.0031649515,0.06503646],"study_design_scores_gemma":[0.000002716676,0.000023699618,0.004750251,0.00042851406,0.0000037328507,0.00022746631,0.94754475,0.000103575025,0.000072956114,0.009046851,0.03778839,0.000007128067],"about_ca_topic_score_codex":0.020636475,"about_ca_topic_score_gemma":0.039526694,"teacher_disagreement_score":0.020636475,"about_ca_system_score_codex":0.0034419126,"about_ca_system_score_gemma":0.008504767,"threshold_uncertainty_score":0.04103273},"labels":[],"label_agreement":null}]}