{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"d85992f49097","filters":{"venue":"Emerging Media"}},"results":[{"id":"W4408005937","doi":"10.1177/27523543251323816","title":"Decolonial Methods in Podcast Production Studies: Reflections From Practice-Led Research","year":2025,"lang":"en","type":"article","venue":"Emerging Media","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Royal University","funders":"","keywords":"Production (economics); Sociology; Economics","authors":[{"name":"Gabriela Perdomo","is_ca":true},{"name":"Stacey Copeland","is_ca":false},{"name":"Arthur D. Soto-Vásquez","is_ca":false},{"name":"Kim Fox","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3014202205407392,"gpt":0.6235178218759672,"spread":0.322097601335228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.1708368,0.001328888,0.001461052,0.004709497,0.02440672,0.02074082,0.006092628,0.006125817,0.004199908],"category_scores_gemma":[0.1889135,0.001465413,0.001001356,0.005195174,0.06809565,0.01703604,0.02478752,0.01478223,0.0008303425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01748707,"about_ca_system_score_gemma":0.01659428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006821997,"about_ca_topic_score_gemma":0.01138269,"domain_scores_codex":[0.8474083,0.1347084,0.003106814,0.004576292,0.006288077,0.003912114],"domain_scores_gemma":[0.6455857,0.3182282,0.00466371,0.01408763,0.0125744,0.00486041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002827587,0.00009960646,0.0006631619,0.0003202672,0.000005478465,0.0002870068,0.956785,0.0001129378,0.0003526106,0.02465617,0.00100834,0.01568119],"study_design_scores_gemma":[0.00002281562,0.00006538569,0.0004854666,0.001051527,0.000008716122,0.0002124666,0.9215606,0.0002499086,0.0007900278,0.01128913,0.06423167,0.00003227764],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6208244,0.01103115,0.1675954,0.07423392,0.002419113,0.002516283,0.0002066499,0.0004570929,0.120716],"genre_scores_gemma":[0.9569615,0.003768772,0.02611685,0.003412953,0.0001688143,0.001194439,0.00005396817,0.0003447779,0.007977868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9755933,"threshold_uncertainty_score":0.9034821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410186820","doi":"10.1177/27523543251340713","title":"AI-Powered Digital Identity Systems and the New Digital Divide: The Case of World","year":2025,"lang":"en","type":"article","venue":"Emerging Media","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Identity (music); Telecommunications; Digital divide; Computer science; Digital identity; Computer security; World Wide Web; Information and Communications Technology; Art; Aesthetics","authors":[{"name":"Roda Siad","is_ca":true},{"name":"Abdinassir Sagar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01038473971661546,"gpt":0.2749415658991924,"spread":0.264556826182577,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01280201,0.0004115384,0.0004027042,0.001987586,0.02821343,0.01888598,0.001340552,0.007858893,0.006693162],"category_scores_gemma":[0.01093226,0.0003716705,0.0005641311,0.00233501,0.06109954,0.02782468,0.0149759,0.006664627,0.0007688085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008865889,"about_ca_system_score_gemma":0.005442374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007418443,"about_ca_topic_score_gemma":0.009440414,"domain_scores_codex":[0.98987,0.007117971,0.0001553215,0.0005288519,0.0009985163,0.00132928],"domain_scores_gemma":[0.9912953,0.006138897,0.0004833576,0.001048263,0.0004219623,0.0006121797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007833773,0.00001042842,0.0002306356,0.00001387185,0.000001273367,0.0003002854,0.02892072,0.0000939392,0.00004999943,0.9671619,0.0007876002,0.002421534],"study_design_scores_gemma":[0.00002905616,0.00003402917,0.0006003534,0.0002824045,0.0000118309,0.0006755329,0.1341513,0.001512927,0.0008207361,0.6280509,0.2337981,0.000032679],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1998078,0.003010719,0.0206797,0.07451691,0.000318311,0.0001154493,0.0000398617,0.00004239612,0.7014688],"genre_scores_gemma":[0.9736567,0.001023933,0.002818364,0.002393994,0.00006545865,0.00009259673,0.00001485206,0.00003823628,0.01989588],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02821343,"threshold_uncertainty_score":0.06770426,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409477743","doi":"10.1177/27523543251336396","title":"News about Global North Considered Truthful! The Geo-Political Veracity Gradient in Global South News","year":2025,"lang":"en","type":"article","venue":"Emerging Media","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Politics; Political science; Media studies; Advertising; Sociology; Business; Law","authors":[{"name":"Sujit Mandava","is_ca":false},{"name":"Deepak Padmanabhan","is_ca":false},{"name":"Sahely Bhadra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03147463651860478,"gpt":0.3281896157833442,"spread":0.2967149792647394,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002235805,0.0002622838,0.000451151,0.002353831,0.001230634,0.004808931,0.0002451878,0.0008904723,0.005381647],"category_scores_gemma":[0.02974942,0.0002169408,0.0001908254,0.002316928,0.0020537,0.004044041,0.00118817,0.001271205,0.0009193232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001226511,"about_ca_system_score_gemma":0.0003730525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004120355,"about_ca_topic_score_gemma":0.004195433,"domain_scores_codex":[0.9987054,0.0004575836,0.00009492449,0.0002603642,0.0003514142,0.0001303766],"domain_scores_gemma":[0.9714637,0.01543482,0.007861407,0.00253628,0.002062289,0.0006415033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001302057,0.0001222307,0.6731847,0.001166281,0.000257967,0.001191316,0.01778927,0.00725944,0.008122736,0.09569058,0.02066154,0.173252],"study_design_scores_gemma":[0.00005827155,0.0002175656,0.8055038,0.0005881061,0.0002111878,0.00166237,0.01812272,0.02548432,0.008617898,0.07230259,0.06708214,0.0001490362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9192451,0.002027527,0.008090984,0.009075842,0.0001994742,0.0000400973,0.002001602,0.0001539051,0.05916546],"genre_scores_gemma":[0.9970208,0.000269106,0.000711276,0.0002160367,0.0001063469,0.000006276618,0.0004081417,0.00002540174,0.001236672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005381647,"threshold_uncertainty_score":0.0180034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393486726","doi":"10.1177/27523543241244566","title":"Metajournalistic Discourse on TikTok","year":2024,"lang":"en","type":"article","venue":"Emerging Media","topic":"Impact of Technology on Adolescents","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":"Simon Fraser University","funders":"","keywords":"Entertainment; Thematic analysis; Content analysis; Creativity; Journalism; Sociology; Psychology; Public relations; Qualitative research; Media studies; Political science; Social psychology; Social science; Law","authors":[{"name":"Ahmed Al‐Rawi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02900696158963322,"gpt":0.3809108767841528,"spread":0.3519039151945195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01836701,0.0005270023,0.0006777211,0.004418798,0.009920974,0.01280185,0.001475738,0.001921948,0.003396963],"category_scores_gemma":[0.03635773,0.0004995046,0.0003444124,0.003694248,0.01202015,0.01014891,0.007200793,0.003616431,0.0003975603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003979795,"about_ca_system_score_gemma":0.003225397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001069335,"about_ca_topic_score_gemma":0.001682986,"domain_scores_codex":[0.9856053,0.01029199,0.0006926961,0.0008169699,0.001921323,0.0006715716],"domain_scores_gemma":[0.9348742,0.05445934,0.003761279,0.001835048,0.002612331,0.002457937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006499501,0.00003022799,0.002239566,0.0002699475,0.000008949518,0.0004077484,0.9746205,0.00003071784,0.001461733,0.01260139,0.0005495501,0.00771474],"study_design_scores_gemma":[0.00001101729,0.00008484037,0.003370947,0.0005445966,0.00002164512,0.0006785809,0.9301965,0.0002267603,0.001037578,0.003343435,0.06045375,0.00003021213],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9343441,0.002815116,0.008333523,0.006516884,0.0005632724,0.0001844992,0.0001127855,0.00007697607,0.04705286],"genre_scores_gemma":[0.9930084,0.0008970453,0.001852647,0.0005906859,0.0001873854,0.0001344555,0.00005029379,0.00006742728,0.003211763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01836701,"threshold_uncertainty_score":0.09713519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}