{"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":"63f888ea4428","filters":{"venue":"영어학"}},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Socialization; Mainstream; Context (archaeology); Foreign language; Immigration; Sociology; Psychology; Pedagogy; Linguistics; Social psychology; Political science; Geography","authors":[{"name":"Patricia A. Duff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06063932803595213,"gpt":0.3313492061763983,"spread":0.2707098781404462,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03086113,0.001072403,0.00280154,0.008089582,0.005293301,0.01531895,0.004054975,0.007438128,0.01843563],"category_scores_gemma":[0.01778555,0.0006381187,0.001485015,0.009851201,0.04256425,0.0391896,0.007330942,0.00825067,0.001157896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01001249,"about_ca_system_score_gemma":0.01045932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.010681,"about_ca_topic_score_gemma":0.01105054,"domain_scores_codex":[0.9879497,0.00861981,0.0003348469,0.001205068,0.001030641,0.0008599735],"domain_scores_gemma":[0.8961784,0.09117878,0.002038068,0.0032453,0.003922748,0.003436692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008637275,0.0003690048,0.004676917,0.001755748,0.00005360654,0.0002747564,0.05152765,0.0004677235,0.0001799737,0.7959082,0.01173644,0.1329636],"study_design_scores_gemma":[0.000041344,0.0001532528,0.003872773,0.00273531,0.00002049342,0.000337442,0.1328696,0.001212519,0.0001686742,0.7293646,0.1291306,0.00009341783],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0542355,0.3425634,0.02611589,0.4606421,0.00512931,0.0001267327,0.0001753368,0.0001980855,0.1108137],"genre_scores_gemma":[0.6314887,0.2787201,0.03002573,0.03479646,0.008782393,0.0008879378,0.0002995074,0.0001634817,0.01483564],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03086113,"threshold_uncertainty_score":0.1632112,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Tae-Young Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01250300586987277,"gpt":0.2078953059734663,"spread":0.1953923001035935,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001353161,0.0003316158,0.0003071577,0.001210474,0.004417462,0.003432086,0.0006683347,0.000409577,0.002187166],"category_scores_gemma":[0.002339289,0.000190926,0.0002676438,0.001046086,0.005339914,0.001545464,0.003697356,0.001123917,0.0001786382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008165311,"about_ca_system_score_gemma":0.004289957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08831353,"about_ca_topic_score_gemma":0.1676993,"domain_scores_codex":[0.9992183,0.0002662783,0.00003609491,0.00008444825,0.0001516394,0.0002431424],"domain_scores_gemma":[0.9986558,0.0004070135,0.0003381519,0.0000605959,0.0001818664,0.0003565245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005137387,0.0001412615,0.1181774,0.00007854735,0.000008657039,0.001273172,0.8634816,0.0001797559,0.001813797,0.006392107,0.0002535687,0.008148759],"study_design_scores_gemma":[0.000004835664,0.00004599696,0.1434201,0.00003247492,0.000007321823,0.0002081625,0.8506131,0.0002648607,0.0006357932,0.0009044819,0.003841279,0.00002163284],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966066,0.00002896011,0.000194012,0.0001007565,0.00000142856,0.00001245958,0.00001214262,0.000001801194,0.003041935],"genre_scores_gemma":[0.9992315,0.00002727654,0.00009429419,0.000008920969,3.78923e-7,0.000007093057,0.00001101746,0.000001108224,0.0006184682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08831353,"threshold_uncertainty_score":0.175599,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}