{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"5fda5d32e5b6","filters":{"venue":"International Journal of Humanities and Educational Research"}},"results":[{"id":"W4410086080","doi":"10.47832/2757-5403.31.4","title":"THE RELATIONSHIP BETWEEN ALEXITHYMIA AND AGGRESSIVE BEHAVIOR AMONG ADOLESCENTS","year":2025,"lang":"en","type":"article","venue":"International Journal of Humanities and Educational Research","topic":"Problem Solving Skills Development","field":"Health Professions","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":"Alexithymia; Psychology; Clinical psychology; Developmental psychology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2397804489862744,"gpt":0.5237236614573665,"spread":0.2839432124710921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031264,0.0001242693,0.0001669298,0.0007739585,0.0003443709,0.0003811545,0.0001160479,0.0001804021,0.001723833],"category_scores_gemma":[0.001935809,0.0001083669,0.0001442279,0.0002920709,0.0002682298,0.000151473,0.0003086993,0.0003410379,0.00009223501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001814408,"about_ca_system_score_gemma":0.0002509079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002651748,"about_ca_topic_score_gemma":0.004723267,"domain_scores_codex":[0.9995797,0.0001117159,0.00004255048,0.0000473996,0.0001470564,0.00007152207],"domain_scores_gemma":[0.9988877,0.0002339716,0.0005106704,0.00003285661,0.0001387765,0.0001960242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001744613,0.00003019166,0.997315,0.000008086076,0.00001600749,0.00008929562,0.0002591317,0.0000108577,0.0002908105,0.00002843792,0.00003554628,0.001899199],"study_design_scores_gemma":[8.103892e-7,0.00003454632,0.9993308,0.000003903187,0.000004798891,0.0002256466,0.0002483871,0.00003205801,0.00003426966,0.00001334016,0.00007062815,8.868324e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994349,0.00007014507,0.00002500544,0.00002326399,0.000002046953,0.000003037215,0.00001639404,9.464416e-7,0.0004244234],"genre_scores_gemma":[0.9998088,0.00004083493,0.00002998831,0.000005466827,0.000002531553,0.000002036952,0.00002152609,3.662846e-7,0.00008845303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002651748,"threshold_uncertainty_score":0.005766749,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3172875620","doi":"10.47832/2757-5403.3-3.16","title":"\"THE IMPACT OF DIGITAL TRANSFORMATIONS ON SOCIAL RELATIONSHIPS AND CULTURAL IDENTITY IN CONTEMPORARY SOCIETIES\"","year":2021,"lang":"en","type":"article","venue":"International Journal of Humanities and Educational Research","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","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":"Rubric; Arabic; Curriculum; Computer science; Set (abstract data type); Mathematics education; Field (mathematics); Isolation (microbiology); Linguistics; Pedagogy; Sociology; Psychology; Mathematics; Programming language; Philosophy","authors":[{"name":"Halima BENMAMA","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.311021666829759,"gpt":0.44686897390098,"spread":0.135847307071221,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002275756,0.0002502941,0.0001369204,0.001085867,0.005638544,0.006166604,0.0004808318,0.0009124668,0.002522302],"category_scores_gemma":[0.003154715,0.0001006679,0.0002047338,0.001557895,0.01550821,0.005007337,0.004850045,0.0008882061,0.0001796859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004212182,"about_ca_system_score_gemma":0.002945101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01050847,"about_ca_topic_score_gemma":0.01101953,"domain_scores_codex":[0.9980743,0.001150981,0.00005075582,0.0001163615,0.0003103107,0.0002972425],"domain_scores_gemma":[0.9982494,0.0009120774,0.0003077447,0.0001978546,0.0001730313,0.0001599001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006578835,0.00006227552,0.02173744,0.0002597368,0.00002201689,0.001994303,0.5795889,0.0005447831,0.001309858,0.2632478,0.003730078,0.127437],"study_design_scores_gemma":[0.000009627089,0.00007697327,0.06112326,0.0004123263,0.0000309887,0.001737622,0.659452,0.0004743437,0.001605468,0.02845121,0.2465899,0.00003640068],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8477396,0.004204001,0.0020401,0.01395441,0.0001801281,0.00003436317,0.00006192052,0.00002902613,0.1317564],"genre_scores_gemma":[0.9972689,0.000825089,0.0002270395,0.0003001055,0.0000217671,0.000006063025,0.000005548273,0.000003283646,0.001342349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01050847,"threshold_uncertainty_score":0.03056169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7154173030","doi":"10.47832/2757-5403.35.15","title":"THE IMPACT OF TECHNOLOGY ON LANGUAGE LEARNING: A STUDY OF MOBILE ACCENTS IN ENGLISH- SPEAKING COUNTRIES","year":2025,"lang":"","type":"article","venue":"International Journal of Humanities and Educational Research","topic":"Mobile Learning in Education","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":"Government (linguistics); Field (mathematics); Natural language","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05023797983051301,"gpt":0.4436829230148046,"spread":0.3934449431842916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002592509,0.0003738655,0.000592329,0.001279138,0.00461648,0.004432383,0.0006886743,0.0008466169,0.001818773],"category_scores_gemma":[0.005732516,0.0005141748,0.0003210268,0.001041649,0.002470973,0.002053757,0.003119632,0.001217774,0.0004882258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001325191,"about_ca_system_score_gemma":0.001759979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01574983,"about_ca_topic_score_gemma":0.02833461,"domain_scores_codex":[0.9982685,0.0009417633,0.00009396412,0.0001296422,0.0001677461,0.0003982747],"domain_scores_gemma":[0.9955848,0.002505419,0.0005091172,0.0001277647,0.0004769343,0.0007959334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004216774,0.000253144,0.0727783,0.0001093876,0.00001027036,0.001436776,0.9141433,0.00003660384,0.001141674,0.0003404015,0.0001704791,0.009537548],"study_design_scores_gemma":[0.000005185486,0.0002653754,0.0426446,0.00006199096,0.00001121208,0.0003853624,0.9527285,0.00004516227,0.0002413935,0.00004161082,0.003557091,0.00001240673],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983543,0.00007556793,0.00005472293,0.00009590856,0.000002940985,0.00001298728,0.000009371637,0.000001124529,0.001393013],"genre_scores_gemma":[0.998351,0.000291704,0.0001348591,0.0001471802,0.00000389409,0.00002237302,0.0000101503,0.000003022981,0.001035936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01574983,"threshold_uncertainty_score":0.03131628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281845664","doi":"10.47832/2757-5403.13.1","title":"ZANZIBAR DURING THE REIGN OF SULTAN BARGHASH BIN SAID AL BUSAIDI (1870-1888 AD)","year":2022,"lang":"en","type":"article","venue":"International Journal of Humanities and Educational Research","topic":"Global Maritime and Colonial Histories","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Reign; Empire; Civilization; Gunpowder; Ancient history; Brother; History; Politics; Political science; Law; Archaeology","authors":[{"name":"Alghalia Salim Khalifa ALMUGHAIRI","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07696966665012242,"gpt":0.3850938015303509,"spread":0.3081241348802285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005910779,0.0003653402,0.0002699508,0.0005699177,0.004540927,0.001492743,0.0003534172,0.0008168272,0.004206114],"category_scores_gemma":[0.0004267179,0.0002757585,0.0001499359,0.0009351448,0.001800789,0.0008950807,0.001129514,0.001200122,0.0007884691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006327866,"about_ca_system_score_gemma":0.003020012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1112758,"about_ca_topic_score_gemma":0.2603924,"domain_scores_codex":[0.9997264,0.00005164591,0.00001075842,0.00003158,0.0000501066,0.0001296214],"domain_scores_gemma":[0.9999102,0.00001524212,0.00002495162,0.000006794183,0.00002653566,0.00001620437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006621894,0.0001675713,0.1278809,0.0014871,0.0001097837,0.01612723,0.644278,0.0005294894,0.01303864,0.06052111,0.0264643,0.1087337],"study_design_scores_gemma":[0.00002272897,0.00009297633,0.3859086,0.0006682553,0.00004455122,0.001648947,0.312308,0.0001052925,0.001851714,0.001340735,0.2959714,0.00003671327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9457956,0.008348,0.0001693025,0.003140208,0.000287623,0.0000586241,0.0003194127,0.000009724074,0.04187153],"genre_scores_gemma":[0.9722386,0.004460073,0.0002197173,0.0005772718,0.00007854557,0.0000286962,0.0002007232,0.00001226195,0.02218404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1112758,"threshold_uncertainty_score":0.2212562,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}