{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"e3460008d460","filters":{"venue":"Gurobaru kyouiku"}},"results":[{"id":"W2383398336","doi":"","title":"Action Research and Curriculum Reform——Interview with Professor Terrance Carson,University of Alberta,Canada","year":2011,"lang":"en","type":"article","venue":"Gurobaru kyouiku","topic":"Teacher Education and Leadership Studies","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":"Curriculum; Action research; Action (physics); Sociology; Pedagogy; Psychology","authors":[{"name":"Zhenyu Gao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3417917731381911,"gpt":0.3953732925378582,"spread":0.05358151939966704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005133259,0.00006178451,0.0001098316,0.00004141797,0.0003457118,0.000008556083,0.0001682659,0.00004041224,0.0002179594],"category_scores_gemma":[0.0000416791,0.00005322915,0.0000149137,0.0002504452,0.0004398492,0.0001403598,0.00003296653,0.0001636238,0.000007197823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002079806,"about_ca_system_score_gemma":0.0004030079,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9065115,"about_ca_topic_score_gemma":0.9791972,"domain_scores_codex":[0.9989791,0.0002831784,0.00007538543,0.0001629725,0.0002668655,0.0002324991],"domain_scores_gemma":[0.9995045,0.00003659775,0.00006088513,0.0001254726,0.0001895668,0.00008296714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005416252,0.0002499767,0.2257478,0.0001696456,0.00007520366,0.000005595725,0.7459183,7.507058e-8,0.00001642817,0.00794645,0.01388536,0.005931001],"study_design_scores_gemma":[0.0001693153,0.00007136249,0.2123756,0.00007627616,0.00001149287,9.931562e-7,0.7026734,7.4326e-7,0.00002872485,0.0001255454,0.08437366,0.00009296539],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9127103,0.0003170967,0.00001255166,0.0239721,0.0002561467,0.0002951082,0.000002297502,0.00002259321,0.06241177],"genre_scores_gemma":[0.9894215,0.0001292046,0.0001421893,0.00006167812,0.00004036912,0.000002733619,9.464052e-7,0.000004568523,0.01019684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07671113,"threshold_uncertainty_score":0.265897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2351636952","doi":"","title":"Closing the Gap:The Theme of Current Aboriginal Education Policy in Canada","year":2013,"lang":"en","type":"article","venue":"Gurobaru kyouiku","topic":"Indigenous Health, Education, and Rights","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":"Closing (real estate); Theme (computing); Accountability; Political science; Government (linguistics); Autonomy; Education policy; Equity (law); Public administration; Public relations; Economic growth; Sociology; Higher education; Economics; Law","authors":[{"name":"Yue Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01782013094354045,"gpt":0.3401639075378916,"spread":0.3223437765943512,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004833725,0.00007748266,0.0000916533,0.00006277475,0.001780303,0.00004077969,0.0003615635,0.00003201206,0.0001438424],"category_scores_gemma":[0.0000123984,0.00004354101,0.00002672459,0.0004553839,0.0001652985,0.0001194207,0.000001329863,0.0001582869,0.00003007889],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008333705,"about_ca_system_score_gemma":0.1270605,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9992401,"about_ca_topic_score_gemma":0.999642,"domain_scores_codex":[0.9986816,0.0002769855,0.0002394467,0.0001199491,0.0003156394,0.0003663979],"domain_scores_gemma":[0.9992807,0.0001247393,0.0001352263,0.0002215166,0.0001582442,0.00007957865],"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":[0.000002097579,0.0001090313,0.02094151,0.00002786659,0.000004937234,1.14903e-7,0.229628,0.00001119814,0.000004389304,0.7379197,0.003807048,0.007544129],"study_design_scores_gemma":[0.00004813473,0.000006351595,0.06340861,0.00003006401,0.000004647816,7.276615e-7,0.01232554,0.000007118848,0.00001919838,0.008251535,0.9158253,0.00007276378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8889267,0.0008243634,0.000003628344,0.006825556,0.001634817,0.0006521934,0.000003414079,0.0000084958,0.1011208],"genre_scores_gemma":[0.9952604,0.001961296,0.00002516075,0.0002183542,0.001000831,0.00001339394,0.000003766517,0.00000625004,0.001510571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9120182,"threshold_uncertainty_score":0.9995192,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2381882396","doi":"","title":"Study of International Strategy of the University of British Columbia","year":2011,"lang":"en","type":"article","venue":"Gurobaru kyouiku","topic":"Higher Education Governance and Development","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":"World class; China; Columbia university; Political science; Class (philosophy); Sociology; Engineering; Computer science; Media studies","authors":[{"name":"Zhao Fengbo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03182433995718329,"gpt":0.257112182013411,"spread":0.2252878420562277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001560154,0.00002002504,0.00007010905,0.000008878887,0.00006888175,0.0000063344,0.0003154796,0.0000223616,0.001343774],"category_scores_gemma":[0.00002019273,0.0000275014,0.00002788255,0.0001470482,0.0001417895,0.00006502017,0.00004121882,0.00002980066,0.000003423724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002803059,"about_ca_system_score_gemma":0.000233154,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.233841,"about_ca_topic_score_gemma":0.2670086,"domain_scores_codex":[0.9994307,0.00006136153,0.0001177347,0.00007065673,0.0002604324,0.00005914922],"domain_scores_gemma":[0.9995624,0.00001205399,0.0001553826,0.00009227839,0.0001578234,0.00002004619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000467215,0.000468129,0.9393356,0.000003551966,0.00003140431,0.000001437843,0.04877236,0.000002759838,0.00002325223,0.0005637059,0.009269658,0.001523484],"study_design_scores_gemma":[0.0001778426,0.00002442821,0.9610893,0.00001294426,0.000006597515,1.815837e-7,0.03133143,1.82845e-7,0.0000125457,0.0002437974,0.007073773,0.00002702702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517844,0.00001236755,0.000003089547,0.00003039162,0.000260318,0.0001059319,0.00001536894,0.000003998898,0.04778413],"genre_scores_gemma":[0.9908513,0.00002800762,0.0001096878,0.00000942411,0.00001321688,3.726405e-7,4.511996e-7,0.000001558778,0.008985986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03906689,"threshold_uncertainty_score":0.9995691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2368625043","doi":"","title":"A Comparative Study on Science Education in China and the Western Countries","year":2012,"lang":"en","type":"article","venue":"Gurobaru kyouiku","topic":"Higher Education and Teaching Methods","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":"China; Scientific literacy; Science, technology, society and environment education; Globalization; Science education; Literacy; Political science; Comparative education; Social science education; Chinese science; Economic growth; Social science; Sociology; Higher education; Economics","authors":[{"name":"Guangwen Song","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03850036391611989,"gpt":0.3950452643826692,"spread":0.3565449004665493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00258965,0.0001020334,0.0001467013,0.0001634101,0.0002659239,0.0002476957,0.0005737083,0.00001622915,0.000003691367],"category_scores_gemma":[0.00007791472,0.00006651619,0.00001376743,0.0004980581,0.0002906322,0.0005969421,0.000135056,0.0001676538,0.00004644696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005929838,"about_ca_system_score_gemma":0.0003655775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001503735,"about_ca_topic_score_gemma":0.00002498683,"domain_scores_codex":[0.9986179,0.0004720893,0.0001541145,0.0002429097,0.0002778492,0.0002350677],"domain_scores_gemma":[0.99917,0.0001986631,0.00006702978,0.0004344155,0.0000414405,0.00008846781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001861962,0.0008972564,0.5607623,0.00000420924,0.000006737031,3.145259e-7,0.2108977,0.00001256965,0.00002505092,0.2225654,0.0003086493,0.004501267],"study_design_scores_gemma":[0.0004591235,0.00004696347,0.9941443,0.00001068509,0.000003257389,0.000005746866,0.001345169,0.0001707199,0.00005321338,0.0006921538,0.002981425,0.0000872841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851201,0.0001809649,0.004964752,0.002096986,0.0009035842,0.0003857719,2.707661e-7,0.00004130491,0.006306285],"genre_scores_gemma":[0.9954824,0.000003211953,0.003140016,0.0007205803,0.00007532792,0.00003222355,2.33028e-7,0.000003085911,0.0005428838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.433382,"threshold_uncertainty_score":0.2712452,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2265124597","doi":"","title":"Multicultural Education in Canada's Geography Curriculum","year":2006,"lang":"en","type":"article","venue":"Gurobaru kyouiku","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Multiculturalism; Curriculum; Multicultural education; Pedagogy; Human geography; Sociology; Geography; Mathematics education; Economic geography; Psychology","authors":[{"name":"Lan Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006223989960171124,"gpt":0.1963890640483159,"spread":0.1901650740881447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004669428,0.0001068722,0.00009531928,0.0000246825,0.0001337557,0.00003394865,0.0001473693,0.00002663143,0.0002749506],"category_scores_gemma":[0.00002710373,0.00004533806,0.00003399171,0.0006565418,0.00002900974,0.0001077709,0.00003474794,0.00007332473,0.00003514976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002094696,"about_ca_system_score_gemma":0.0002047117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9676374,"about_ca_topic_score_gemma":0.9815691,"domain_scores_codex":[0.9991753,0.00002371592,0.0002009311,0.0001989945,0.0001842705,0.0002167705],"domain_scores_gemma":[0.9996615,0.00004290861,0.00006220507,0.00003820343,0.0001633574,0.00003182919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001516123,0.0002105812,0.940775,0.000002461218,0.000004688176,0.000001339219,0.00001842847,0.00004406108,0.001652361,0.002876398,0.04835159,0.006061586],"study_design_scores_gemma":[0.00005024651,0.000007647231,0.9493877,0.000009070438,0.000003165448,0.000001855517,0.00171103,0.0000145269,0.00004526443,0.0003552551,0.0482904,0.0001238383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987185,0.0001772224,9.405542e-8,0.002329776,0.0005038499,0.0001440328,0.00002592628,0.00002468648,0.009609422],"genre_scores_gemma":[0.9982695,0.000007092626,0.0001768184,0.0003391581,0.0002806678,0.00003498948,0.0002531079,5.41567e-7,0.0006381412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01393161,"threshold_uncertainty_score":0.3010516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}