{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"ceccadfdde35","filters":{"venue":"한국어 교육"}},"results":[{"id":"W2886935126","doi":"","title":"문법적 연어와 한국어 교육 -조사적 연어를 중심으로-","year":2009,"lang":"ko","type":"article","venue":"한국어 교육","topic":"Lexicography and Language Studies","field":"Arts and Humanities","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":"Collocation (remote sensing); Computer science; Natural language processing; Artificial intelligence; Linguistics; Machine learning","authors":[{"name":"임근석","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01716102688304315,"gpt":0.2317454668592516,"spread":0.2145844399762085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004746128,0.0003385288,0.0002966142,0.001085548,0.001860911,0.001542218,0.0002363016,0.0002602341,0.01213998],"category_scores_gemma":[0.001103011,0.0001611553,0.0001536689,0.00285576,0.001115296,0.002172775,0.001030535,0.0009540701,0.002704748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004515447,"about_ca_system_score_gemma":0.0008385521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001817501,"about_ca_topic_score_gemma":0.006191931,"domain_scores_codex":[0.9997459,0.00004245367,0.00005883948,0.0000546735,0.00005746939,0.00004061095],"domain_scores_gemma":[0.9992331,0.0002030902,0.0001638219,0.0001413182,0.0001998427,0.00005881542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00138072,0.0001571859,0.1201657,0.003357586,0.00008359358,0.0038378,0.0498112,0.0004757247,0.02542466,0.2513884,0.04671004,0.4972075],"study_design_scores_gemma":[0.00002466439,0.0001334487,0.05745303,0.0005122304,0.00005941985,0.00542882,0.04782661,0.0003512054,0.008861451,0.006667575,0.8725862,0.0000953632],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6455925,0.008382759,0.01932803,0.003981782,0.001781712,0.0001603824,0.002597328,0.0002987522,0.3178768],"genre_scores_gemma":[0.9359905,0.002764629,0.01542811,0.00050113,0.00008233095,0.00007414058,0.002428208,0.000223974,0.04250709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01213998,"threshold_uncertainty_score":0.04061228,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990915527","doi":"","title":"중국인 학습자의 한국어 숙련도에 따른 한국어 파열음과 파찰음의 변별 지각 양상","year":2016,"lang":"ko","type":"article","venue":"한국어 교육","topic":"Phonetics and Phonology Research","field":"Psychology","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":"Mandarin Chinese; Contrast (vision); Psychology; Perception; Second language; Linguistics; Korean Native; First language; Language proficiency; Computer science; Artificial intelligence","authors":[{"name":"류나영","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04917576284257376,"gpt":0.3817094421872131,"spread":0.3325336793446393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005574822,0.0001910507,0.0001410229,0.0003004418,0.0002248852,0.0004280652,0.0001140718,0.0002198682,0.001487015],"category_scores_gemma":[0.002779323,0.00013798,0.0001268336,0.0001256601,0.0003072757,0.0003370328,0.0002238541,0.0002243299,0.000490801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001279242,"about_ca_system_score_gemma":0.0001088886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002135081,"about_ca_topic_score_gemma":0.003251215,"domain_scores_codex":[0.9997495,0.0000342955,0.00002730528,0.0000661263,0.00009190898,0.00003092386],"domain_scores_gemma":[0.9982833,0.0005599284,0.0005001212,0.0001509661,0.0003902816,0.0001152971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009897652,0.000155542,0.766304,0.00005782087,0.0001022325,0.0003096303,0.007352369,0.0001203138,0.2007567,0.0001135342,0.0001178753,0.02362034],"study_design_scores_gemma":[0.000005027336,0.0002655055,0.9915259,0.000002440695,0.00001321374,0.0003767862,0.0009286149,0.0001795144,0.006470205,0.00003822643,0.0001847321,0.000009889792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996328,0.00001467402,0.00009285781,0.000003855958,9.014862e-7,0.000001547281,0.00001042302,0.000001987937,0.0002407839],"genre_scores_gemma":[0.9994879,0.00001855909,0.0001519255,0.000006093798,0.000001392381,0.000002047511,0.00004020377,0.000001400436,0.0002903929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002135081,"threshold_uncertainty_score":0.004974544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899216382","doi":"","title":"영어권, 중국어권 학습자의 한국어 모음 지각 -모국어와 목표 언어 간의 음향 자질의 유사성과 한국어 경험의 효과 중심으로-","year":2018,"lang":"ko","type":"article","venue":"한국어 교육","topic":"Phonetics and Phonology Research","field":"Psychology","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":"Mandarin Chinese; Vowel; Psychology; Linguistics; Perception; First language; Second language; Ranking (information retrieval); Computer science; Artificial intelligence","authors":[{"name":"류나영","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05777834031255449,"gpt":0.4128647387639293,"spread":0.3550863984513748,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003428962,0.0002057628,0.0001527743,0.0001133539,0.0002495735,0.0008997885,0.0001830034,0.0002389963,0.002122708],"category_scores_gemma":[0.001578211,0.0001233826,0.0001768438,0.0001512772,0.0002323572,0.0006528849,0.0001901901,0.0002070763,0.0006197427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003168472,"about_ca_system_score_gemma":0.0004499414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01014626,"about_ca_topic_score_gemma":0.02046706,"domain_scores_codex":[0.9998355,0.00001737037,0.00001124295,0.0000499019,0.00005636719,0.00002957244],"domain_scores_gemma":[0.9994994,0.000126725,0.0001361969,0.00002880875,0.0001356078,0.00007324176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001025353,0.0002448171,0.6903411,0.0002767356,0.0000872825,0.0005117501,0.01103336,0.0004701626,0.1685379,0.001146874,0.0004221956,0.1259025],"study_design_scores_gemma":[0.0000104961,0.000529198,0.9775673,0.00002235192,0.00006230528,0.0005560713,0.005226493,0.001016464,0.01176778,0.0003814842,0.002830618,0.00002947053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971465,0.0001770596,0.0006375389,0.00002892641,0.000005295266,0.000008226002,0.00003807003,0.000006957344,0.001951183],"genre_scores_gemma":[0.9963218,0.0002258194,0.001293341,0.00002630846,0.000003943682,0.00000769269,0.00007997298,0.000004401325,0.002036705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01014626,"threshold_uncertainty_score":0.02017438,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}