{"meta":{"query_hash":"63f888ea4428","filters":{"venue":"영어학"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/63f888ea4428","api":"https://metacan.xera.ac/api/v1/cohort?venue=%EC%98%81%EC%96%B4%ED%95%99"},"results":[{"id":"W1572104294","doi":"","title":"New Directions in Second Language Socialization Research","year":2003,"lang":"en","type":"article","venue":"영어학","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":63,"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":"Socialization; Mainstream; Context (archaeology); Foreign language; Immigration; Sociology; Psychology; Pedagogy; Linguistics; Social psychology; Political science; Geography","score_opus":0.06063932803595213,"score_gpt":0.33134920617639835,"score_spread":0.2707098781404462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1572104294","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37150186,0.0005700948,0.000027294716,0.00015114804,0.00024594157,0.00004919038,0.0000017387711,0.000053484026,0.6273992],"genre_scores_gemma":[0.8524045,0.0000024404976,0.00006230078,0.00008901805,0.00030596147,0.0000043121872,0.000007548242,0.000010062647,0.14711389],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993694,0.00018961859,0.000080742306,0.000102022495,0.00009579389,0.00016241992],"domain_scores_gemma":[0.99978393,0.00006591643,0.000015778607,0.00008192863,0.000022020442,0.00003045162],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042811857,0.000043466367,0.00005894736,0.00014266251,0.0003156661,0.00011510061,0.00004523825,0.000026803375,0.032111738],"category_scores_gemma":[0.00016643286,0.00004149808,0.00002143764,0.00006698976,0.000029665105,0.00008870328,0.0000070780557,0.0002445428,0.00015113523],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020913396,0.000027831791,0.0006014742,0.000009573953,0.000007667949,0.000010255106,0.29230806,0.0000044238636,0.00010057005,0.6663231,0.011090709,0.02951424],"study_design_scores_gemma":[0.00018202832,0.0000141336495,0.00052761857,0.000010462904,0.0000017815833,0.0000013884664,0.051407192,0.000011001812,0.00013337914,0.001025671,0.94661564,0.00006971287],"about_ca_topic_score_codex":0.0035393687,"about_ca_topic_score_gemma":0.027052557,"teacher_disagreement_score":0.93552494,"about_ca_system_score_codex":0.000033450837,"about_ca_system_score_gemma":0.000033438835,"threshold_uncertainty_score":0.9907012},"labels":[],"label_agreement":null},{"id":"W1599716154","doi":"","title":"Ideal L2 Self and Sensitization in L2 Learning Motivation","year":2010,"lang":"en","type":"article","venue":"영어학","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","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":"Ideal (ethics); Sociocultural evolution; Psychology; Affordance; Perspective (graphical); Sociocultural perspective; Social psychology; Cognitive psychology; Computer science; Sociology; Epistemology; Artificial intelligence","score_opus":0.012503005869872765,"score_gpt":0.2078953059734663,"score_spread":0.19539230010359354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1599716154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9647716,0.000013572108,0.00003533004,0.0005239912,0.0001693734,0.000039548024,4.287986e-7,0.00008992445,0.034356218],"genre_scores_gemma":[0.9968291,0.0000032580763,0.00013059455,0.000059128026,0.00035754815,0.0000015837843,0.000015763946,0.000010497838,0.0025925604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995838,0.000057906815,0.000093852024,0.0001031263,0.00006290044,0.000098431905],"domain_scores_gemma":[0.9997976,0.00007075391,0.000040628554,0.00004679043,0.000023637032,0.000020608017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002474991,0.00005622951,0.0000648293,0.00007050631,0.00026745145,0.00010776073,0.000021969498,0.00003511642,0.00028448369],"category_scores_gemma":[0.00014312578,0.00005365715,0.0000109546745,0.0000188535,0.000028933413,0.00013432211,0.000012957635,0.00038833395,0.000023559744],"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":[0.000018525754,0.000108867076,0.0959716,0.00006494066,0.000018615876,0.000009301567,0.26372704,0.00042523086,0.0053210496,0.5940442,0.0005036919,0.03978693],"study_design_scores_gemma":[0.0019497884,0.0002450835,0.12451403,0.00011000455,0.000027736674,0.000016853523,0.010868671,0.03325974,0.00023562141,0.0039072013,0.8242968,0.00056851824],"about_ca_topic_score_codex":0.0002580229,"about_ca_topic_score_gemma":0.00063476694,"teacher_disagreement_score":0.82379305,"about_ca_system_score_codex":0.000007644812,"about_ca_system_score_gemma":0.0000061372193,"threshold_uncertainty_score":0.3114897},"labels":[],"label_agreement":null}]}