{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"bfc4eaeefe70","filters":{"venue":"한국언어문화학"}},"results":[{"id":"W3190909015","doi":"","title":"캐나다의 언어정책과 다문화주의-공용어와 계승어 교육을 중심으로-","year":2009,"lang":"ko","type":"article","venue":"한국언어문화학","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Multiculturalism; Government (linguistics); Language policy; Literacy; Official language; Heritage language; Political science; First language; Sociology; Pedagogy; Linguistics; Law","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02271457160120596,"gpt":0.2901433010435494,"spread":0.2674287294423435,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000657654,0.0002503844,0.0001437321,0.00080653,0.009704113,0.006688862,0.0006480644,0.001260216,0.01244506],"category_scores_gemma":[0.001280969,0.0001342119,0.0002165397,0.001682981,0.003545152,0.001693303,0.001279627,0.001645057,0.002007384],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06858431,"about_ca_system_score_gemma":0.1094046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9631003,"about_ca_topic_score_gemma":0.9823964,"domain_scores_codex":[0.998516,0.0001241934,0.00002426058,0.0001028247,0.0006031995,0.0006293727],"domain_scores_gemma":[0.9986737,0.0001078739,0.00006669587,0.0000348293,0.000782417,0.0003345646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003453223,0.00007285355,0.01376053,0.000250992,0.000007292539,0.0006091257,0.02012957,0.0005849494,0.001133663,0.6296142,0.2495574,0.08424476],"study_design_scores_gemma":[0.000001929656,0.000008636364,0.008464336,0.0001623341,0.00000353903,0.0001100354,0.01287195,0.0002002331,0.0003392884,0.003546139,0.9742691,0.00002261887],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04316596,0.009249388,0.002992916,0.0604703,0.001353732,0.000136311,0.0007424359,0.0001287537,0.8817601],"genre_scores_gemma":[0.5042037,0.008719653,0.004721735,0.01455558,0.0002208842,0.00009146348,0.0005978254,0.0001024757,0.4667868],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9314157,"threshold_uncertainty_score":0.4976163,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3174427014","doi":"","title":"의사소통능력 개념 변화에 대한 일고 - 서구 이론을 중심으로 -","year":2019,"lang":"ko","type":"article","venue":"한국언어문화학","topic":"Educational Research and Pedagogy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Communicative competence; Linguistics; Communicative language teaching; Psychology; Foreign language; Competence (human resources); Linguistic competence; Perception; Computer science; Language education; Pedagogy; Social psychology","authors":[{"name":"김명광","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04991255270426281,"gpt":0.3725183515986557,"spread":0.3226057988943928,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001398444,0.0003776174,0.0002341099,0.0009062586,0.0009389217,0.005753991,0.00037631,0.0005984548,0.03677468],"category_scores_gemma":[0.001641811,0.0001234732,0.0001557061,0.001887136,0.001106303,0.004533239,0.001364689,0.0007635971,0.008624134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001507921,"about_ca_system_score_gemma":0.0029103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005299316,"about_ca_topic_score_gemma":0.008501587,"domain_scores_codex":[0.9995926,0.0001141716,0.00006424059,0.00006878404,0.00008805234,0.00007221221],"domain_scores_gemma":[0.9993907,0.00009391915,0.0000702852,0.00005920182,0.0002300549,0.0001558007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002275911,0.00009424426,0.036195,0.001590093,0.00005149278,0.001067272,0.01697632,0.00023956,0.00320242,0.1556914,0.3160521,0.4686126],"study_design_scores_gemma":[0.000005685672,0.0000253477,0.01856706,0.0004637606,0.00002141731,0.0004696027,0.01176871,0.0001269101,0.0003093695,0.004633615,0.963595,0.00001350571],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.07392557,0.1089504,0.003089494,0.02706471,0.01069863,0.000117231,0.001374906,0.0001355524,0.7746435],"genre_scores_gemma":[0.4829753,0.05005177,0.002536206,0.001823188,0.001217904,0.0001285778,0.001509711,0.0001592186,0.4595981],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03677468,"threshold_uncertainty_score":0.1230235,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}