{"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":"8700b254b33d","filters":{"venue":"Journal of Educational and Psychological Studies [JEPS]"}},"results":[{"id":"W3156699388","doi":"10.53543/jeps.vol15iss1pp66-81","title":"Counseling Needs of University Students with Disability in Oman and its Relationship to Academic Adjustment: A Qualitative Study","year":2021,"lang":"en","type":"article","venue":"Journal of Educational and Psychological Studies [JEPS]","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mining Association of Canada","funders":"","keywords":"Psychology; Qualitative research; Medical education; Psychological counseling; Clinical psychology; Medicine; Applied psychology; Sociology","authors":[{"name":"Manal K. Al Fazari","is_ca":false},{"name":"Sahar El Shourbagi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2206387188150386,"gpt":0.5076169940820886,"spread":0.28697827526705,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002613785,0.0002799744,0.0004139385,0.001059664,0.005703619,0.001726728,0.0007965512,0.0008772171,0.001814127],"category_scores_gemma":[0.003140482,0.0003110467,0.000253874,0.0009923067,0.002632046,0.00103884,0.001812748,0.001165428,0.0001454064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003101684,"about_ca_system_score_gemma":0.003496874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009351538,"about_ca_topic_score_gemma":0.02295091,"domain_scores_codex":[0.9983291,0.000843712,0.00006158873,0.00007511315,0.0001787006,0.0005117275],"domain_scores_gemma":[0.9978345,0.00104885,0.0002998241,0.00004600764,0.0002271908,0.0005435465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004716161,0.0003821102,0.03425499,0.0001707793,0.000008124691,0.001595908,0.9498071,0.00004901297,0.001562455,0.0007699018,0.000543891,0.01080858],"study_design_scores_gemma":[0.000001598038,0.00007762781,0.00875651,0.00005685593,0.000003060487,0.0002115993,0.98838,0.00004619604,0.0001994475,0.00005136745,0.002208802,0.000007064773],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986005,0.0001451609,0.00009322965,0.0003890809,0.000009371784,0.00003183346,0.00002105091,0.000001933712,0.0007078055],"genre_scores_gemma":[0.9984258,0.0003472287,0.0001219142,0.0002060263,0.000005644885,0.00004287889,0.00001332455,0.000001816527,0.0008353826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009351538,"threshold_uncertainty_score":0.02250433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362473980","doi":"10.53543/jeps.vol17iss2pp157-171","title":"Differences in Cultural Intelligence and Cognitive Flexibility among Saudi Scholarship Students and International Students in Saudi Universities: A study of Selected Variables","year":2023,"lang":"en","type":"article","venue":"Journal of Educational and Psychological Studies [JEPS]","topic":"International Student and Expatriate Challenges","field":"Social Sciences","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":"Psychology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2232028534749967,"gpt":0.481664687522934,"spread":0.2584618340479373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006801134,0.0002958183,0.0002605861,0.001198751,0.0004908452,0.000781918,0.0001908132,0.0002929751,0.001368611],"category_scores_gemma":[0.002507818,0.0001484796,0.0004497971,0.0008663343,0.0003216076,0.0003335346,0.0004937789,0.000511973,0.0001743309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002958637,"about_ca_system_score_gemma":0.000399511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005539584,"about_ca_topic_score_gemma":0.005903114,"domain_scores_codex":[0.9996146,0.00008115995,0.00005161035,0.00003943119,0.0001349322,0.00007829536],"domain_scores_gemma":[0.9981805,0.0003186856,0.00063294,0.00006962735,0.0003125083,0.0004857698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005470899,0.0001230195,0.9950407,0.00001289388,0.00003478889,0.00007608227,0.001971132,0.00002175893,0.0002118787,0.00002275194,0.00003105912,0.002399203],"study_design_scores_gemma":[0.000002183933,0.0001531834,0.99578,0.000008211134,0.000008377101,0.000107698,0.003660199,0.00006703858,0.00006998512,0.00001388194,0.0001252313,0.000004017798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998376,0.0000300942,0.000009043737,0.000007807633,0.000001332937,0.000001998153,0.00001507124,1.829875e-7,0.00009691875],"genre_scores_gemma":[0.999798,0.00003703996,0.00002206943,0.00000593382,0.000001637767,0.000003107085,0.00003956863,2.516169e-7,0.00009237161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005539584,"threshold_uncertainty_score":0.0110147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390484572","doi":"10.53543/jeps.vol18iss1pp1-15","title":"The Factorial Structure of the Toronto Alexithymia Scale (TAS-20) Among a Sample of Al-Quds Open University Students","year":2024,"lang":"en","type":"article","venue":"Journal of Educational and Psychological Studies [JEPS]","topic":"Health and Well-being Studies","field":"Psychology","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":"Psychology; Structural equation modeling; Statistics; Mathematics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05721073943845228,"gpt":0.426184255941908,"spread":0.3689735165034557,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001027627,0.0001655828,0.0002094261,0.001038357,0.0006048878,0.0005222746,0.0001720704,0.0001820995,0.000902878],"category_scores_gemma":[0.002332698,0.0001311584,0.0002670563,0.0008524566,0.0005454607,0.0002252578,0.0005450597,0.0002422342,0.0000813761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000630111,"about_ca_system_score_gemma":0.0007964954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007387162,"about_ca_topic_score_gemma":0.01451302,"domain_scores_codex":[0.9995614,0.00008569699,0.00006340856,0.00004581748,0.0001826218,0.00006102968],"domain_scores_gemma":[0.9993318,0.0001646206,0.000205136,0.00003674499,0.0001432905,0.0001184144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003813532,0.00004613419,0.9895504,0.00001334794,0.00001570892,0.00005924544,0.002959995,0.00005150353,0.0006530658,0.00009878454,0.00007304102,0.006440594],"study_design_scores_gemma":[0.000003093581,0.00006872731,0.9973568,0.000007569358,0.00000560755,0.00008948247,0.002048116,0.0001319354,0.00007629675,0.00004730709,0.0001624569,0.000002794534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999692,0.00001487496,0.00002851959,0.00001017524,0.000001303704,0.000007792401,0.00001696065,5.449248e-7,0.0002278544],"genre_scores_gemma":[0.9996544,0.00003436246,0.0001440132,0.000004911183,0.000001713948,0.00001571111,0.00004881869,4.081191e-7,0.00009571463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007387162,"threshold_uncertainty_score":0.01468831,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400301458","doi":"10.53543/jeps.vol18iss3pp261-277","title":"The Impact of Alexithymia on Self-Compassion through Cultural and Gender Factors: A Study across Culture in Seven Arab Countries","year":2024,"lang":"en","type":"article","venue":"Journal of Educational and Psychological Studies [JEPS]","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","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":"Philosophy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1337247610643559,"gpt":0.4797906726759537,"spread":0.3460659116115978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001264174,0.0003027127,0.000430248,0.0007401871,0.001361956,0.0008819574,0.0002501708,0.0003399411,0.001592326],"category_scores_gemma":[0.001761551,0.0003678258,0.0005264146,0.0007922511,0.0009606521,0.0005028541,0.0007287011,0.0004211082,0.0002006955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003871021,"about_ca_system_score_gemma":0.000645254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005491782,"about_ca_topic_score_gemma":0.01029583,"domain_scores_codex":[0.9992459,0.0003499041,0.00006896522,0.00008514419,0.0001209383,0.000129168],"domain_scores_gemma":[0.998895,0.0003841525,0.0002656304,0.00006870995,0.0002186903,0.0001677899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001348963,0.0002430075,0.9582065,0.00008191807,0.00007811886,0.0005492442,0.03147395,0.00003023019,0.0008363899,0.0001161532,0.0001287341,0.008120966],"study_design_scores_gemma":[0.000008368673,0.0004786391,0.9299769,0.00005870701,0.00004735848,0.0008689955,0.06756814,0.0000912258,0.0002549443,0.00004499737,0.000588776,0.0000130386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997457,0.0000581023,0.00001910314,0.00001110634,0.000002514575,0.000003504398,0.000009843852,1.816511e-7,0.0001499262],"genre_scores_gemma":[0.9997513,0.00007984755,0.00003235252,0.00001869428,0.000002435894,0.000005887822,0.00001460631,4.103056e-7,0.00009450246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005491782,"threshold_uncertainty_score":0.01091963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}