{"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":"a08ffbeacb6a","filters":{"venue":"Language Education in Asia"}},"results":[{"id":"W2322195287","doi":"10.5746/leia/14/v5/i1/a02/sun","title":"Major Trends in the Global ELT Field: A Non-Native English-Speaking Professional's Perspective","year":2014,"lang":"en","type":"article","venue":"Language Education in Asia","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Field (mathematics); Sociology; Mathematics education; Psychology; Computer science; Mathematics; Artificial intelligence","authors":[{"name":"Yilin Sun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009672780486661607,"gpt":0.324414486027872,"spread":0.3147417055412104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005070473,0.0000973077,0.0001049861,0.0001359113,0.0001993336,0.0000817258,0.000173156,0.00004534649,0.00127888],"category_scores_gemma":[0.0004125789,0.00006961782,0.00003728235,0.0001169703,0.000038732,0.000133646,0.00002070862,0.0004347671,0.00002273058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001437074,"about_ca_system_score_gemma":0.00008272065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00412816,"about_ca_topic_score_gemma":0.007802692,"domain_scores_codex":[0.9990095,0.0003638248,0.0001503375,0.0001715777,0.0001381721,0.000166541],"domain_scores_gemma":[0.9994547,0.0002174489,0.00008068662,0.0001532511,0.00007376288,0.00002016971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007697759,0.000106314,0.005547824,0.000005380235,0.000004476357,0.000001182582,0.7712644,0.000002770877,0.000001704936,0.2029187,0.002214996,0.01792457],"study_design_scores_gemma":[0.0002661951,0.00004250316,0.04009082,0.0001121306,0.000005992776,0.000001179668,0.9084714,0.00005439117,0.00000453114,0.001229378,0.04960489,0.0001165957],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4387288,0.0001096781,0.00001625381,0.001745406,0.0008640191,0.00008626234,0.000001982129,0.00002560692,0.558422],"genre_scores_gemma":[0.9890022,4.726095e-7,0.00008555335,0.0009410708,0.001257944,0.00004740962,0.00001659914,0.00000774913,0.008640968],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5502734,"threshold_uncertainty_score":0.9996341,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2331286045","doi":"10.5746/leia/12/v3/i2/a10/chea_klein_middlecamp","title":"Adapting Textbooks to Reflect Student Needs in Cambodia and the ASEAN Region","year":2012,"lang":"en","type":"article","venue":"Language Education in Asia","topic":"Cambodian History and Society","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Mathematics education; Political science; Geography; Sociology; Pedagogy; Psychology","authors":[{"name":"Kagnarith Chea","is_ca":true},{"name":"Alan J. Klein","is_ca":true},{"name":"John Middlecamp","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01727630227487328,"gpt":0.3617085816682861,"spread":0.3444322793934129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001265581,0.00005827656,0.00009108472,0.00009866226,0.0002085773,0.0000400748,0.0001145629,0.00005385057,0.0000410656],"category_scores_gemma":[0.0002079233,0.00005026815,0.00002568608,0.000307231,0.0001074253,0.0001247208,0.0000224485,0.0001367939,0.00001725921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003139738,"about_ca_system_score_gemma":0.00020616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005666583,"about_ca_topic_score_gemma":0.007433695,"domain_scores_codex":[0.9990767,0.0003353574,0.0001318198,0.0000940645,0.0001454106,0.0002166563],"domain_scores_gemma":[0.9995824,0.000129586,0.00004439303,0.0001280697,0.00001720264,0.00009834959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001044293,0.00005826074,0.09170137,0.00000387721,0.000001948687,7.246263e-7,0.8563347,9.226291e-7,0.00003219223,0.03621403,0.002880196,0.01276134],"study_design_scores_gemma":[0.0003330484,0.000007759678,0.1312124,0.00003883044,0.000006000911,0.000001791084,0.8163761,0.000001252275,0.00001215717,0.0001055501,0.05178983,0.0001153239],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8975833,0.00125264,0.00000869153,0.001964163,0.0004735296,0.0003135493,3.37668e-7,0.00001676867,0.09838704],"genre_scores_gemma":[0.9905943,0.00002596367,0.0001208568,0.0008018252,0.0005026195,0.00005612024,0.000001541826,0.000005736611,0.007891045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09301101,"threshold_uncertainty_score":0.8566217,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}