{"meta":{"query_hash":"9feb6db2a6ee","filters":{"venue":"현상과인식"},"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/9feb6db2a6ee","api":"https://metacan.xera.ac/api/v1/cohort?venue=%ED%98%84%EC%83%81%EA%B3%BC%EC%9D%B8%EC%8B%9D"},"results":[{"id":"W1926672983","doi":"","title":"[범세계화와 문화 변동] 다문화주의의 이론적 체계","year":2003,"lang":"ko","type":"article","venue":"현상과인식","topic":"Cultural and Educational Studies","field":"Social Sciences","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":"Multiculturalism; Politics; Political economy; Political science; Pluralism (philosophy); Cultural pluralism; Ethnic group; Civil society; Sociology; Federalism; Modernization theory; Development economics; Social science; Law; Epistemology; Economics","score_opus":0.06917346604345748,"score_gpt":0.3425593116306146,"score_spread":0.2733858455871571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1926672983","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032598235,0.00931494,0.046200227,0.043337505,0.002710926,0.00018533452,0.00012733738,0.000117898955,0.8654076],"genre_scores_gemma":[0.7843914,0.012642844,0.03556017,0.01087052,0.0014353974,0.0002957928,0.00036121416,0.00008498407,0.15435764],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989961,0.00048216394,0.000034290806,0.00009975888,0.00027743983,0.0001102435],"domain_scores_gemma":[0.9988795,0.00026593884,0.00013722088,0.00010314465,0.0005099921,0.00010427711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013910354,0.00023532243,0.0002729745,0.0009815744,0.004499294,0.003401219,0.0006987922,0.0011164476,0.004489548],"category_scores_gemma":[0.0023831474,0.00011390505,0.00022726644,0.0011197771,0.0051215296,0.0028424247,0.0015306445,0.0018680496,0.0014711281],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064273427,0.00002746383,0.0012592206,0.00008499727,0.000004208663,0.0001233725,0.010883517,0.00020927591,0.00015454424,0.94045925,0.018259093,0.0285287],"study_design_scores_gemma":[0.0000052619116,0.00006189139,0.0033271536,0.00035515247,0.000008942767,0.00043759804,0.0113977725,0.00093960814,0.0006599355,0.19238664,0.7903878,0.000032195698],"about_ca_topic_score_codex":0.009839737,"about_ca_topic_score_gemma":0.015275323,"teacher_disagreement_score":0.009839737,"about_ca_system_score_codex":0.0023378013,"about_ca_system_score_gemma":0.004598163,"threshold_uncertainty_score":0.019564927},"labels":[],"label_agreement":null},{"id":"W2135807136","doi":"","title":"생명공학의 위험성과 법","year":2004,"lang":"ko","type":"article","venue":"현상과인식","topic":"Biomedical Ethics and Regulation","field":"Medicine","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":"Philosophy; Gynecology; Political science; Medicine","score_opus":0.020710220642764676,"score_gpt":0.3036914602787267,"score_spread":0.282981239635962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135807136","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.062249813,0.048026267,0.08924263,0.016869472,0.017650938,0.0014419085,0.0052472707,0.0019649568,0.7573067],"genre_scores_gemma":[0.3684295,0.04771525,0.08946428,0.011077262,0.003589324,0.0019292401,0.0115315,0.0008947648,0.4653688],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99725634,0.0004899353,0.00016596139,0.000715365,0.0010598686,0.0003126268],"domain_scores_gemma":[0.99785006,0.00045752563,0.00021340331,0.00030845733,0.0010070201,0.00016351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023871663,0.000822417,0.00067273073,0.0015330702,0.0021570914,0.004922251,0.0012931875,0.0017454288,0.07801733],"category_scores_gemma":[0.005565065,0.00043992052,0.0011329029,0.0016702779,0.001123944,0.0024658614,0.0020471984,0.0019410593,0.042025715],"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":[0.00071069045,0.00044790786,0.011208888,0.005008349,0.00023123945,0.002134004,0.00351973,0.0029226886,0.03943994,0.14710787,0.114550896,0.6727178],"study_design_scores_gemma":[0.00002454191,0.00024487916,0.0038592322,0.0006717535,0.000115770505,0.0010166069,0.0012868788,0.0015930199,0.019709563,0.016908994,0.95449,0.00007874049],"about_ca_topic_score_codex":0.0034599854,"about_ca_topic_score_gemma":0.003992993,"teacher_disagreement_score":0.07801733,"about_ca_system_score_codex":0.0019037303,"about_ca_system_score_gemma":0.003326727,"threshold_uncertainty_score":0.26099396},"labels":[],"label_agreement":null},{"id":"W2206192319","doi":"","title":"잿빛 도시의 한 작은 텃밭: 시민운동의 상근자들, 그들은 누구인가?","year":2004,"lang":"ko","type":"article","venue":"현상과인식","topic":"Korean Urban and Social Studies","field":"Environmental 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":"Identity (music); Democracy; Natural (archaeology); Political science; Public relations; State (computer science); Social movement; Work (physics); Quarter (Canadian coin); Sociology; Politics; Aesthetics; History; Engineering; Law","score_opus":0.01163886328676909,"score_gpt":0.21327341664156158,"score_spread":0.2016345533547925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2206192319","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":[0.95538795,0.0019431197,0.00046983288,0.007503435,0.00022887916,0.000025550182,0.00006776639,0.00001952076,0.034353968],"genre_scores_gemma":[0.97401065,0.001651532,0.00038359757,0.0008340394,0.000026221987,0.000018415967,0.000053795302,0.000011195358,0.023010535],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99968016,0.00012766277,0.000022050168,0.000039706767,0.000040905205,0.00008951866],"domain_scores_gemma":[0.9995503,0.00006493103,0.00012958141,0.000020722942,0.00007899103,0.000155506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066749164,0.00012461343,0.000075279786,0.0002319459,0.0026616708,0.0019674348,0.00019836116,0.00042503653,0.0036994307],"category_scores_gemma":[0.0007970667,0.00012396173,0.000088203786,0.0005402739,0.0023057295,0.0017216252,0.00087738875,0.0005682541,0.0007924345],"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":[0.00009756945,0.00012429475,0.19213973,0.00033425522,0.000018929319,0.002305009,0.6295715,0.00010844706,0.004761559,0.015507037,0.023907393,0.13112429],"study_design_scores_gemma":[0.0000032581195,0.00013551381,0.10064488,0.00014750652,0.000009994511,0.0007229171,0.7079845,0.000056415138,0.0005596114,0.0008817115,0.18882498,0.000028669607],"about_ca_topic_score_codex":0.009003866,"about_ca_topic_score_gemma":0.019864697,"teacher_disagreement_score":0.009003866,"about_ca_system_score_codex":0.0010374879,"about_ca_system_score_gemma":0.0012250744,"threshold_uncertainty_score":0.01790291},"labels":[],"label_agreement":null}]}