{"meta":{"query_hash":"791f9a8674a4","filters":{"venue":"한국방송학보"},"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/791f9a8674a4","api":"https://metacan.xera.ac/api/v1/cohort?venue=%ED%95%9C%EA%B5%AD%EB%B0%A9%EC%86%A1%ED%95%99%EB%B3%B4"},"results":[{"id":"W1618753875","doi":"","title":"미디어 교육의 한국형 모델 개발전략에 관한 연구","year":2000,"lang":"ko","type":"article","venue":"한국방송학보","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Enforcement; Duty; Sociology; Public relations; Pedagogy; Political science; Mathematics education; Psychology; Law","score_opus":0.0196511931596177,"score_gpt":0.2752470804795427,"score_spread":0.255595887319925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1618753875","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7288125,0.01937004,0.0354889,0.020640327,0.000892076,0.00086959684,0.004929962,0.00030101137,0.18869548],"genre_scores_gemma":[0.9666637,0.005235548,0.008996304,0.0014151823,0.00008052242,0.0004179092,0.001161552,0.000041730404,0.015987474],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971572,0.0010425911,0.0003648463,0.00049272337,0.0006808131,0.00026186067],"domain_scores_gemma":[0.98598504,0.0060996856,0.0021328768,0.0011918006,0.004084263,0.00050634594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065475875,0.0001924371,0.0002053669,0.0025987604,0.0014625465,0.0039875936,0.00061026105,0.0002787444,0.0073975744],"category_scores_gemma":[0.010432191,0.00020708918,0.00022561243,0.004770142,0.0025099933,0.0038652762,0.0011238514,0.0005575691,0.001248078],"study_design_candidate":"not_applicable","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":[0.0002218739,0.00027506388,0.14264293,0.0070753465,0.00010956688,0.000621629,0.08164165,0.0007858584,0.008656764,0.106536195,0.024684403,0.62674874],"study_design_scores_gemma":[0.000019837957,0.00034151017,0.25481737,0.004781773,0.00014723398,0.0011003318,0.28351957,0.0019569448,0.01134126,0.026093476,0.41571304,0.00016768114],"about_ca_topic_score_codex":0.005772603,"about_ca_topic_score_gemma":0.009065817,"teacher_disagreement_score":0.0073975744,"about_ca_system_score_codex":0.0022198132,"about_ca_system_score_gemma":0.0052532144,"threshold_uncertainty_score":0.034627378},"labels":[],"label_agreement":null},{"id":"W1907566031","doi":"","title":"올림픽 개막식과 국가 정체성의 구성","year":2011,"lang":"ko","type":"article","venue":"한국방송학보","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nationalism; National identity; Gender studies; Context (archaeology); Narrative; Individualism; Ethnic group; Beijing; Sociology; National Identities; Diversity (politics); Media studies; Political science; Geography; Anthropology; Law; Art; Literature; China","score_opus":0.1158389987397209,"score_gpt":0.3201206787160224,"score_spread":0.2042816799763015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1907566031","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":[0.6071437,0.0006417572,0.0014773835,0.0016446266,0.00023481835,0.000044499368,0.00018158209,0.000044120286,0.38858747],"genre_scores_gemma":[0.94600314,0.00044340783,0.0006751825,0.00016515634,0.000045961253,0.00001907802,0.00011670897,0.000020294583,0.052511],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99959785,0.00014563769,0.00001235889,0.000053664862,0.00011322411,0.00007722318],"domain_scores_gemma":[0.99965274,0.00006950571,0.000076791766,0.000033193883,0.00007583836,0.00009200574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047583206,0.00016250706,0.000092919356,0.00043934907,0.0024995413,0.0020222208,0.00024114632,0.00031563966,0.015683673],"category_scores_gemma":[0.0009623106,0.00009197433,0.00011626496,0.0005711531,0.0016652237,0.0008496577,0.001359127,0.000485525,0.0017021804],"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":[0.00040514427,0.00021520106,0.11395616,0.0005887347,0.00006462882,0.0014138658,0.36650518,0.00037509794,0.01382674,0.10591587,0.052392963,0.34434044],"study_design_scores_gemma":[0.000008323379,0.00014466402,0.23228931,0.00017977854,0.00001781032,0.00061328575,0.20095964,0.00016722578,0.002113826,0.0035598974,0.55991304,0.000033108507],"about_ca_topic_score_codex":0.008342597,"about_ca_topic_score_gemma":0.029044429,"teacher_disagreement_score":0.015683673,"about_ca_system_score_codex":0.0011303846,"about_ca_system_score_gemma":0.000608766,"threshold_uncertainty_score":0.052467167},"labels":[],"label_agreement":null},{"id":"W1931654334","doi":"","title":"인터넷방송 실무교육 커리큘럼 개발을 위한 선험적 연구","year":2001,"lang":"ko","type":"article","venue":"한국방송학보","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Facilitator; Curriculum; Process (computing); Job analysis; Medical education; Knowledge management; Psychology; Computer science; Pedagogy; Medicine; Job satisfaction","score_opus":0.051181508876261494,"score_gpt":0.3669548607295108,"score_spread":0.3157733518532493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1931654334","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":[0.9558044,0.00014863313,0.0059103686,0.00092858326,0.00006962469,0.002355491,0.00014767714,0.000039042578,0.034596145],"genre_scores_gemma":[0.9389001,0.0004197781,0.027263258,0.00070283783,0.000034309043,0.0032568888,0.00021479544,0.000017684748,0.029190166],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988852,0.0004238754,0.000058385816,0.00013845283,0.00026417748,0.00022983307],"domain_scores_gemma":[0.9984818,0.0004554665,0.00014237741,0.000056816076,0.00053658476,0.00032693273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002775919,0.00018341046,0.0002481177,0.00071017985,0.0032021864,0.0015874971,0.0005513726,0.00046374355,0.0039448934],"category_scores_gemma":[0.003581109,0.00025454172,0.0001481403,0.00057835795,0.00083520333,0.0007463006,0.00067338464,0.0009409102,0.001134959],"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":[0.00034649196,0.0068976926,0.155459,0.0009885267,0.0000110805,0.0016958907,0.402786,0.0013166141,0.0142263705,0.021124559,0.010847088,0.38430074],"study_design_scores_gemma":[0.00009354206,0.0026496483,0.20675202,0.00065720326,0.000021827445,0.0004565958,0.56198925,0.0022169997,0.012256437,0.0027936506,0.21002932,0.00008354039],"about_ca_topic_score_codex":0.010000505,"about_ca_topic_score_gemma":0.025357636,"teacher_disagreement_score":0.010000505,"about_ca_system_score_codex":0.002952304,"about_ca_system_score_gemma":0.007716773,"threshold_uncertainty_score":0.021420598},"labels":[],"label_agreement":null}]}