{"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":"1408a2fb9955","filters":{"venue":"The journal of Educational Studies"}},"results":[{"id":"W3153198330","doi":"10.15854/jes.2021.03.52.1.25","title":"Case studies on school violence polices for minority students: Focusing on Japan, Canada, the UK, and France","year":2021,"lang":"en","type":"article","venue":"The journal of Educational Studies","topic":"Psychosocial Factors Impacting Youth","field":"Social Sciences","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":"School violence; Political science; Criminology; Sociology; Psychology; Social psychology","authors":[{"name":"Youkyung Han","is_ca":false},{"name":"Sunhye Kung","is_ca":false},{"name":"Juhyoung Park","is_ca":false},{"name":"Su Jung Um","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08073648828021936,"gpt":0.441113389798571,"spread":0.3603769015183517,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.001533036,0.0001159444,0.0002189015,0.00003064063,0.002459202,0.00007011843,0.0002790431,0.00002370002,0.00001301948],"category_scores_gemma":[0.008796239,0.00006564689,0.00005318476,0.0001833894,0.000396325,0.00009318502,0.00004960624,0.0002170206,0.000001033762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004428691,"about_ca_system_score_gemma":0.00113764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05031369,"about_ca_topic_score_gemma":0.3454373,"domain_scores_codex":[0.9984396,0.000318397,0.0002877557,0.0001058539,0.0006356647,0.0002127674],"domain_scores_gemma":[0.9924145,0.006140952,0.0004014258,0.0001100515,0.0008440194,0.00008900942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000327546,0.0005562277,0.4777228,0.0001045104,0.003054299,0.00004637131,0.4124606,0.0001333452,0.00008045045,0.01714617,0.08458924,0.003778434],"study_design_scores_gemma":[0.0005428399,0.0001955264,0.2130092,0.0006151948,0.0002965648,0.0001749691,0.7595882,5.808422e-7,0.0001599402,0.02076658,0.004397003,0.0002534043],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9404914,0.009837333,8.08602e-7,0.04736793,0.0018764,0.0001548292,0.00001589424,0.000002055429,0.0002533677],"genre_scores_gemma":[0.9935021,0.002227237,0.00003382442,0.001657482,0.001903137,0.000007302192,1.623572e-7,0.00000481861,0.0006639713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3471276,"threshold_uncertainty_score":0.9995531,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401679592","doi":"10.15854/jes.2024.06.55.2.131","title":"Analysis of digital literacy content elements of Language arts curriculum in Ontario, Canada: Focusing on changes before and after revision","year":2024,"lang":"en","type":"article","venue":"The journal of Educational Studies","topic":"Educational Research and Pedagogy","field":"Computer Science","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":"Curriculum; The arts; Content (measure theory); Literacy; Language arts; Mathematics education; Pedagogy; Computer science; Sociology; Psychology; Visual arts; Art; Mathematics","authors":[{"name":"Deul Roh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05548637086129582,"gpt":0.3797661991227807,"spread":0.3242798282614849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004174059,0.00005878949,0.0001768543,0.0002710235,0.00003144792,0.00003550354,0.0001630786,0.000007788483,0.00003521845],"category_scores_gemma":[0.0002357553,0.0000344326,0.00004135436,0.0003375787,0.0000414368,0.0001928944,0.00007150044,0.0001027593,2.665982e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002093276,"about_ca_system_score_gemma":0.0007751692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08029886,"about_ca_topic_score_gemma":0.7040702,"domain_scores_codex":[0.9991291,0.00003682765,0.0002830935,0.0000725249,0.0003876622,0.0000907772],"domain_scores_gemma":[0.9988203,0.0005787701,0.0001432366,0.00008649498,0.0003343321,0.00003685413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000747273,0.0003522788,0.8776838,0.0001595446,0.001915373,0.00001580034,0.0762668,0.00008020455,0.0001026377,0.005803843,0.00281242,0.03473261],"study_design_scores_gemma":[0.00009259132,0.0001756664,0.9917987,0.0005462847,0.0001075986,0.00001183879,0.004615713,0.0001638019,0.00007419703,0.001141781,0.001216475,0.00005534569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758109,0.01046521,0.00002483199,0.01341872,0.0001775175,0.00004699181,0.000009984227,4.910111e-7,0.00004528958],"genre_scores_gemma":[0.9991415,0.0002525556,0.0002009256,0.00006956444,0.00006630269,0.000002154011,0.00000261027,0.000001663568,0.000262733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6237713,"threshold_uncertainty_score":0.9258255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}