{"meta":{"query_hash":"1dfd99fd528b","filters":{"venue":"언어학연구"},"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/1dfd99fd528b","api":"https://metacan.xera.ac/api/v1/cohort?venue=%EC%96%B8%EC%96%B4%ED%95%99%EC%97%B0%EA%B5%AC"},"results":[{"id":"W3171223768","doi":"","title":"캐나다 모음상승 특성의 음향적 비교와 분석","year":2017,"lang":"ko","type":"article","venue":"언어학연구","topic":"Phonetics and Phonology Research","field":"Psychology","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":"Formant; Raising (metalworking); Diphthong; Vowel; American English; Consonant; Quality (philosophy); Linguistics; Acoustics; Duration (music); Psychology; Audiology; Speech recognition; Mathematics; Computer science; Medicine; Physics","score_opus":0.09433333127243959,"score_gpt":0.44656207007204046,"score_spread":0.35222873879960087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171223768","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":[0.9614123,0.00073047215,0.0035567146,0.00023678619,0.000054222946,0.000048119015,0.0003991104,0.00004034721,0.03352189],"genre_scores_gemma":[0.9963381,0.0003001839,0.0010227853,0.000035268295,0.0000106194275,0.0000079381025,0.00014420834,0.000008166002,0.0021327676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99938226,0.00003891269,0.000032210108,0.00009480349,0.00036467414,0.00008712942],"domain_scores_gemma":[0.9985481,0.00021815074,0.00023542458,0.00004763785,0.00083274604,0.00011784568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048695234,0.00016188565,0.00012563248,0.0011181927,0.0009204026,0.0011803871,0.00018440017,0.00019424557,0.0035026697],"category_scores_gemma":[0.0022906337,0.00008033154,0.00015679297,0.0010063784,0.0012057108,0.00032601625,0.00036369028,0.00022064045,0.00039574847],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006745699,0.00007402628,0.70350796,0.0005052876,0.0001626527,0.00073431147,0.017831476,0.00028231464,0.10528443,0.005740063,0.0021196348,0.16308327],"study_design_scores_gemma":[0.0000020178236,0.000056053894,0.99001384,0.000018608795,0.000033704724,0.00028541352,0.0038107524,0.00011140134,0.001942847,0.00025252163,0.0034572193,0.000015645599],"about_ca_topic_score_codex":0.15659004,"about_ca_topic_score_gemma":0.20327933,"teacher_disagreement_score":0.84340996,"about_ca_system_score_codex":0.00089483603,"about_ca_system_score_gemma":0.0012748556,"threshold_uncertainty_score":0.3113572},"labels":[],"label_agreement":null},{"id":"W3174519571","doi":"","title":"Bilingual Education : The Implication for the Korean English Education of Immersion Program","year":2004,"lang":"en","type":"article","venue":"언어학연구","topic":"Educational Research and Pedagogy","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":"Bilingual education; Neuroscience of multilingualism; Competence (human resources); Pedagogy; Literacy; French immersion; Psychology","score_opus":0.03202668204214566,"score_gpt":0.3949925457401626,"score_spread":0.362965863698017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174519571","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":[0.6040903,0.0074613034,0.0039764675,0.09200109,0.0003192333,0.00039126436,0.00012591413,0.000040830604,0.29159364],"genre_scores_gemma":[0.9903262,0.0021143907,0.0012550195,0.0016901281,0.000019209994,0.000115258095,0.000015142482,0.0000064138094,0.0044581676],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9970716,0.002219263,0.00006998708,0.00011442671,0.00017092297,0.0003537724],"domain_scores_gemma":[0.9954852,0.0027909933,0.000383586,0.00010825723,0.00040808847,0.0008238914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034018673,0.0001514433,0.00023198813,0.0003003617,0.0016037158,0.002493521,0.0005041024,0.0006989218,0.0061380365],"category_scores_gemma":[0.007183238,0.000107619635,0.00028768723,0.0005446183,0.001509185,0.0023148882,0.002035158,0.0009499079,0.00024967061],"study_design_candidate":"observational","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":[0.0016169207,0.002464856,0.05027056,0.0036785873,0.00010113062,0.0020270578,0.08049732,0.00072185905,0.0029394927,0.4389261,0.009561218,0.40719494],"study_design_scores_gemma":[0.0010704626,0.003059695,0.172591,0.010734738,0.0007670491,0.0015234029,0.41647664,0.0027091075,0.011429846,0.097313724,0.2821582,0.00016616752],"about_ca_topic_score_codex":0.018395886,"about_ca_topic_score_gemma":0.03954315,"teacher_disagreement_score":0.018395886,"about_ca_system_score_codex":0.0036654356,"about_ca_system_score_gemma":0.01463987,"threshold_uncertainty_score":0.036577642},"labels":[],"label_agreement":null},{"id":"W3189953250","doi":"","title":"Expanding the Implementation of an English Immersion Program","year":2006,"lang":"en","type":"article","venue":"언어학연구","topic":"Educational Research and Pedagogy","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":"Neuroscience of multilingualism; Political science; English language; Pedagogy; Mathematics education; Linguistics; Psychology; Philosophy","score_opus":0.036771149507418034,"score_gpt":0.42339755726456496,"score_spread":0.3866264077571469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3189953250","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":[0.8916766,0.0002462465,0.02041166,0.0040676016,0.00026826106,0.0020997017,0.00015003301,0.0011159101,0.079963945],"genre_scores_gemma":[0.96924376,0.00015926632,0.015356341,0.00075352035,0.000056716224,0.0005904901,0.00014699947,0.00005478415,0.013638155],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984522,0.0004741249,0.000085010535,0.0002093405,0.00027999742,0.00049937645],"domain_scores_gemma":[0.99524695,0.0007926415,0.00045011437,0.0004981714,0.0009344936,0.002077619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020912108,0.00024290306,0.00018227517,0.00053159986,0.0006907317,0.00082614855,0.0013797369,0.0005225328,0.010712408],"category_scores_gemma":[0.006282655,0.00012416461,0.000372632,0.00029827649,0.00041495427,0.0012409183,0.00442726,0.0010851243,0.0011805524],"study_design_candidate":"observational","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":[0.00038873067,0.0068586944,0.0223899,0.0007231007,0.000026233152,0.0005152785,0.008133421,0.001105856,0.0119952,0.008891208,0.005346604,0.93362576],"study_design_scores_gemma":[0.0011466951,0.029859982,0.47994047,0.001559648,0.00024802488,0.0016707252,0.026907831,0.008770345,0.03062981,0.010980289,0.40812215,0.0001639854],"about_ca_topic_score_codex":0.0030803457,"about_ca_topic_score_gemma":0.0042240415,"teacher_disagreement_score":0.010712408,"about_ca_system_score_codex":0.0011715323,"about_ca_system_score_gemma":0.0073123216,"threshold_uncertainty_score":0.035836577},"labels":[],"label_agreement":null}]}