{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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":"64e910bdf89f","filters":{"venue":"International Journal of Education and Humanities"}},"results":[{"id":"W4388829189","doi":"10.54097/ijeh.v11i1.12740","title":"The Potential of the Digital Economy: A Comparative Assessment of Key Countries' Cybersecurity","year":2023,"lang":"en","type":"article","venue":"International Journal of Education and Humanities","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Digital economy; SWOT analysis; China; Promotion (chess); Business; Key (lock); Digital transformation; Computer security; Political science; Marketing; Computer science","authors":[{"name":"Xiuli Chen","is_ca":false},{"name":"Tao Wang","is_ca":false},{"name":"Xiaoxi Lin","is_ca":false},{"name":"Dylan Elliott Hinde","is_ca":false},{"name":"Qianhao Yan","is_ca":false},{"name":"Zmire Zeljana","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01769365719371848,"gpt":0.3005522898478468,"spread":0.2828586326541284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002240903,0.0000452048,0.00008846703,0.0001082534,0.0001362874,0.0001352274,0.0006891704,0.00002186978,0.00000781847],"category_scores_gemma":[0.000018695,0.00002901623,0.00005344071,0.00007887802,0.0002855321,0.0002054791,0.0001312893,0.0001033549,8.882705e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003253516,"about_ca_system_score_gemma":0.0002987942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001103017,"about_ca_topic_score_gemma":0.00001661564,"domain_scores_codex":[0.9994057,0.00002384659,0.0002858015,0.0000554052,0.0001787286,0.00005047317],"domain_scores_gemma":[0.9987131,0.0001198321,0.0004176662,0.0001248378,0.0006118205,0.00001269377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000318035,0.00007103323,0.001172053,0.000003641783,0.00005988396,2.217822e-7,0.003197593,0.00001513979,0.00001730329,0.9920258,0.001518212,0.001915942],"study_design_scores_gemma":[0.000719803,0.0001928387,0.1942899,0.0001295567,0.00003533711,0.0001621387,0.02641963,0.009292305,0.001175631,0.5661267,0.2012605,0.0001956144],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974473,0.0003521041,0.004307515,0.01039296,0.001554427,0.0001260209,0.00002154661,0.00001650334,0.008755943],"genre_scores_gemma":[0.9993153,0.00009564893,0.0002065424,0.00008877519,0.00007026525,0.000004929774,0.000001375827,0.000001352763,0.0002158318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4258991,"threshold_uncertainty_score":0.1304001,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366771708","doi":"10.54097/ijeh.v7i3.6089","title":"The Mental Health Status and Influencing Factors of the Elderly in Nursing Homes","year":2023,"lang":"en","type":"article","venue":"International Journal of Education and Humanities","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Gerontology; Population; Nursing homes; Medicine; Population ageing; China; Nursing; Psychology; Psychiatry; Environmental health; Geography","authors":[{"name":"Jiyao Yang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04624024971977463,"gpt":0.4299015176319543,"spread":0.3836612679121797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003184073,0.00004497569,0.00009035408,0.0001899844,0.0003729071,0.00003117528,0.00009813245,0.00001994265,0.00001762032],"category_scores_gemma":[0.00008348089,0.0000268583,0.00002588891,0.00007193603,0.00009682101,0.0001101099,0.00002240114,0.0001606604,5.008111e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001682052,"about_ca_system_score_gemma":0.0005136185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004474953,"about_ca_topic_score_gemma":0.0004575858,"domain_scores_codex":[0.9991993,0.0001081004,0.0003440334,0.0000400036,0.0001964226,0.0001121604],"domain_scores_gemma":[0.9991403,0.0002514004,0.000342469,0.00003917458,0.0001989472,0.00002772396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007642511,0.00009527862,0.3638149,0.00006597597,0.00005573221,2.758091e-7,0.496836,0.000003710946,0.0001060068,0.02366856,0.02418882,0.09108835],"study_design_scores_gemma":[0.0002089432,0.00005555577,0.6773437,0.0005039013,0.00000349312,0.000003017123,0.3088212,0.000001935054,0.00001178528,0.003601447,0.009420512,0.00002449427],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871004,0.001891652,7.415497e-7,0.006444739,0.003762775,0.00008218622,0.000006501335,0.000003599804,0.000707445],"genre_scores_gemma":[0.9973474,0.001488831,0.000008785147,0.0001207599,0.0001861409,0.000001789632,0.000003653494,0.000004023882,0.000838689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3135289,"threshold_uncertainty_score":0.2868138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391994880","doi":"10.54097/t3gqma44","title":"Factors of Educational Anxiety for Chinese Students Entering Higher Education based on Educational Expectations","year":2024,"lang":"en","type":"article","venue":"International Journal of Education and Humanities","topic":"Grit, Self-Efficacy, and Motivation","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto","keywords":"Anxiety; Psychology; Mathematics education; Medical education; Pedagogy; Medicine; Psychiatry","authors":[{"name":"Boyu Jiang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05139370451778414,"gpt":0.4139725369241977,"spread":0.3625788324064136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001764125,0.0001812553,0.0001775272,0.0008585535,0.0001115289,0.0002121854,0.0003131687,0.00006838936,0.002130354],"category_scores_gemma":[0.0001566033,0.000157648,0.0001666118,0.0001026016,0.00008092777,0.0003625156,0.00001728964,0.0001519259,0.000009998946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002000005,"about_ca_system_score_gemma":0.0008865027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000452374,"about_ca_topic_score_gemma":0.00001476765,"domain_scores_codex":[0.9985631,0.00005828948,0.0005823819,0.0002105408,0.0004659619,0.00011972],"domain_scores_gemma":[0.9977525,0.0007203254,0.000358355,0.0001216135,0.0009735952,0.00007353867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003686855,0.01108268,0.2013046,0.0002548599,0.0009638795,5.122634e-7,0.04422972,0.0001022049,0.0006280079,0.654893,0.07058311,0.01558864],"study_design_scores_gemma":[0.000744092,0.0002519838,0.9343717,0.0004669729,0.00008770709,0.00002133938,0.007113144,0.00003599807,0.00008014165,0.01460017,0.04201052,0.0002162368],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596455,0.001624913,0.000195837,0.00624686,0.02155516,0.0003040522,0.00009507094,0.00001659843,0.010316],"genre_scores_gemma":[0.9834283,0.00002930662,0.0003640892,0.0004389787,0.002665758,0.0000903511,0.0003401489,0.00002610113,0.01261697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7330671,"threshold_uncertainty_score":0.9987819,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313207953","doi":"10.54097/ijeh.v6i2.3666","title":"Research on the English Version of The Last Quarter of the Moon from the Perspective of Reception Aesthetics","year":2022,"lang":"en","type":"article","venue":"International Journal of Education and Humanities","topic":"Translation Studies and Practices","field":"Arts and Humanities","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":"Quarter (Canadian coin); Perspective (graphical); Object (grammar); Aesthetics; Order (exchange); Research Object; Reception theory; Sociology; Art; Visual arts; History; Linguistics; Literature; Philosophy; Archaeology; Business","authors":[{"name":"Jingping Yang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09463836365226859,"gpt":0.3483512606373441,"spread":0.2537128969850755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006383487,0.00005051654,0.00007940737,0.00007571014,0.0005938445,0.0000702664,0.0004116313,0.00001081313,0.001715285],"category_scores_gemma":[0.00007910038,0.00002348821,0.00009363506,0.00004275553,0.0004843519,0.0001311029,0.00007176242,0.0002968371,8.697903e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005412878,"about_ca_system_score_gemma":0.0001131012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005301525,"about_ca_topic_score_gemma":0.0006128337,"domain_scores_codex":[0.998603,0.0003700363,0.0002656832,0.00005240833,0.0006621578,0.00004666912],"domain_scores_gemma":[0.9971552,0.0007717402,0.0004916852,0.0001160137,0.001458641,0.000006730928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001468332,0.0002259389,0.0009187417,0.000004834638,0.0001271477,5.347458e-8,0.344893,0.0000608259,0.0000481554,0.6286098,0.02361969,0.001345037],"study_design_scores_gemma":[0.0001572184,0.0001365434,0.007487296,0.00006984069,0.00002779998,0.000001838711,0.5978724,0.000005063528,0.0001220392,0.01181609,0.3822778,0.00002610212],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9027947,0.0009961081,0.000001307358,0.02325155,0.00347342,0.0001383601,0.0001151238,0.000001807299,0.06922767],"genre_scores_gemma":[0.9981124,0.0001921454,0.00000352978,0.0003271873,0.0005801574,0.000004777472,0.000002046227,0.00000403397,0.0007737271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6167937,"threshold_uncertainty_score":0.9991973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381165406","doi":"10.54097/ijeh.v8i3.8473","title":"An eco-feminist Interpretation of Alice Monroe's Short Story \"Dear Life\"","year":2023,"lang":"en","type":"article","venue":"International Journal of Education and Humanities","topic":"Short Stories in Global Literature","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":"Guangxi University of Science and Technology; Guangxi University","keywords":"Sympathy; Alice (programming language); Consciousness; Interpretation (philosophy); The Renaissance; Psychoanalysis; History; Gender studies; Sociology; Art history; Psychology; Philosophy; Social psychology","authors":[{"name":"Yijiao Xu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02353849293618664,"gpt":0.3088229604434942,"spread":0.2852844675073075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002849927,0.0001095211,0.0001648126,0.0004140056,0.0001452498,0.000291264,0.0003171787,0.00003801963,0.0006470574],"category_scores_gemma":[0.0001160167,0.0001019525,0.00007363808,0.00003469499,0.0002579273,0.0006398804,0.00003228951,0.0001680781,0.000004523881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007120601,"about_ca_system_score_gemma":0.0001974598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004000885,"about_ca_topic_score_gemma":0.00009511093,"domain_scores_codex":[0.9989536,0.0000581464,0.000417677,0.0001016664,0.0003771056,0.0000918076],"domain_scores_gemma":[0.9983923,0.00009575223,0.0002721009,0.0001003272,0.001072607,0.00006686223],"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":[0.0001253343,0.0002060535,0.001317275,0.00003550631,0.0001939308,0.000005321695,0.1642624,0.00002622336,0.0001033801,0.7839307,0.04152719,0.008266715],"study_design_scores_gemma":[0.000156341,0.0002295839,0.002863215,0.0001568864,0.00004569258,0.00003979421,0.09320011,0.0001371572,0.00007116924,0.004409797,0.8985433,0.0001469709],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.725284,0.001411351,0.0000396065,0.0008086252,0.01743218,0.0001385169,0.0001891443,0.00006768836,0.2546288],"genre_scores_gemma":[0.992736,0.00009429282,0.00008511328,0.0007839241,0.002440385,0.000005251498,0.00006950263,0.00001380651,0.003771668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8570161,"threshold_uncertainty_score":0.7084825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402526765","doi":"10.54097/02tngh66","title":"Critique of “Focusing on Language and Content with Adolescent English Language Learners in the Mainstream Classroom” by Trahey, M., &amp; Spada, N. (2020), The Canadian Modern Language Review, 76(3), 218-242.","year":2024,"lang":"en","type":"article","venue":"International Journal of Education and Humanities","topic":"EFL/ESL Teaching and Learning","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":"Mainstream; English language; Linguistics; Language assessment; Content (measure theory); Mathematics education; Pedagogy; Sociology; Psychology; Philosophy; Mathematics; Theology","authors":[{"name":"Ying Fu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02802452658202702,"gpt":0.2923963860847726,"spread":0.2643718595027456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005467025,0.0001109924,0.0001380284,0.0001845821,0.0001653077,0.0004645319,0.0001826053,0.00002395794,0.0001861536],"category_scores_gemma":[0.0001039536,0.00006534958,0.00004237695,0.00002266454,0.0001717633,0.00018649,0.00001060835,0.0004666006,0.00000150673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009535177,"about_ca_system_score_gemma":0.0002048251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01862123,"about_ca_topic_score_gemma":0.1394026,"domain_scores_codex":[0.9990972,0.0001447984,0.0002624226,0.00009930194,0.0002855455,0.0001107581],"domain_scores_gemma":[0.9994348,0.0001409841,0.0001299279,0.00007903774,0.0001739614,0.0000412625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003495083,0.0001575008,0.0002993004,0.0002647082,0.0001109771,0.00006170563,0.8997527,0.000006197701,0.0001136364,0.04268702,0.02079076,0.03572052],"study_design_scores_gemma":[0.0003818519,0.0001589109,0.000683039,0.004839622,0.0000808687,0.0002063724,0.7625908,0.00004379475,0.00003397373,0.0002238509,0.2305721,0.0001848633],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9345301,0.0420639,0.00001281859,0.007175433,0.0006258894,0.0001402747,0.00005470482,0.00001227325,0.01538455],"genre_scores_gemma":[0.9913754,0.001039701,0.00002034287,0.002718607,0.0008078681,0.000005538816,0.00003079138,0.00001339526,0.003988298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2097813,"threshold_uncertainty_score":0.9879138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4297905234","doi":"10.54097/ijeh.v4i3.1653","title":"The Relationship Between Social Anxiety and Marijuana Craving in Canadian College Students: Social Anxiety as The Predictor of Marijuana Craving","year":2022,"lang":"en","type":"article","venue":"International Journal of Education and Humanities","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"University of British Columbia","keywords":"Craving; Social anxiety; Psychology; Anxiety; Conformity; Clinical psychology; Addiction; Psychiatry; Social psychology","authors":[{"name":"Qinxuan Zhou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05603387919700024,"gpt":0.3827509549002588,"spread":0.3267170757032585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009647357,0.0001317111,0.0001686579,0.0004963228,0.001242143,0.0001857833,0.0005056597,0.00005938715,0.0005251906],"category_scores_gemma":[0.0004016154,0.0001053828,0.00007379015,0.0002226796,0.0002530843,0.0002319302,0.0001252948,0.0004377544,0.000001671039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004056426,"about_ca_system_score_gemma":0.000565365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01036127,"about_ca_topic_score_gemma":0.00885771,"domain_scores_codex":[0.9982198,0.0003101684,0.0005054582,0.0001648787,0.0006011461,0.0001985481],"domain_scores_gemma":[0.9980402,0.0007254209,0.0005485921,0.00007531314,0.0005414312,0.00006903368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008149041,0.0001709346,0.9156741,0.000007297154,0.0002086278,0.000001753633,0.02696869,6.329067e-7,0.000001034716,0.03190145,0.006257902,0.01872612],"study_design_scores_gemma":[0.0005469982,0.00005287182,0.8495553,0.00002420676,0.00005290029,0.00004417374,0.06409705,0.000001246339,9.532202e-7,0.01113112,0.07441204,0.00008119132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822434,0.002504947,0.00001335895,0.004274652,0.002256957,0.0002088694,0.0001770868,0.000005916925,0.008314854],"genre_scores_gemma":[0.9950046,0.0008373298,0.00001519228,0.0004539319,0.001094084,0.00004639011,0.000025233,0.00001636209,0.002506855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06815414,"threshold_uncertainty_score":0.9962288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406743411","doi":"10.54097/9pv5cd86","title":"The Guiding Significance of the Happiness Concept of Ancient Greek Philosophers (Plato, Aristotle, Socrates, etc.) for Modern Citizen Life","year":2025,"lang":"en","type":"article","venue":"International Journal of Education and Humanities","topic":"Leadership, Courage, and Heroism Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ASL Environmental Sciences (Canada)","funders":"","keywords":"SOCRATES; Happiness; Philosophy; Ancient Greek; Literature; Epistemology; Psychology; Art; Social psychology; Linguistics","authors":[{"name":"Yuan Xu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08936733299724474,"gpt":0.3507735314368546,"spread":0.2614061984396098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002566012,0.00007921342,0.0001559237,0.00009440981,0.0002004388,0.00004682685,0.0003464455,0.000031864,0.00005747364],"category_scores_gemma":[0.0001729689,0.00005155808,0.00009983614,0.00004563903,0.0003823753,0.00006349226,0.00002885785,0.00008521917,3.76588e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000499684,"about_ca_system_score_gemma":0.0002727704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000476967,"about_ca_topic_score_gemma":0.00003956858,"domain_scores_codex":[0.9991263,0.00005473032,0.0004410018,0.00008005794,0.0002096551,0.00008828299],"domain_scores_gemma":[0.9979628,0.0003631175,0.0005324723,0.00009327685,0.001029272,0.00001907015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003590403,0.0003297788,0.002383447,0.000095244,0.001191643,9.340409e-7,0.1261274,0.00006843833,0.0007998321,0.740673,0.1167398,0.01123143],"study_design_scores_gemma":[0.002631867,0.0002454446,0.03223403,0.0007808058,0.0002622281,0.00003713798,0.595736,0.0001360803,0.001629793,0.2861758,0.07985421,0.000276655],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.871992,0.03342629,0.002276524,0.02985969,0.01619441,0.0005634114,0.00008067443,0.00001208013,0.04559491],"genre_scores_gemma":[0.9940003,0.0001115612,0.00004512541,0.0007758147,0.0004035798,0.00001866486,0.000001721866,0.000005770728,0.004637526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4696086,"threshold_uncertainty_score":0.2102478,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401000413","doi":"10.54097/7c6xc606","title":"Disney's Approach to Racial Representation: Superficial Changes or Genuine Cultural Engagement?","year":2024,"lang":"en","type":"article","venue":"International Journal of Education and Humanities","topic":"Media, Gender, and Advertising","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":"University of Toronto","funders":"","keywords":"Representation (politics); Aesthetics; Sociology; Art; Visual arts; Political science; Politics; Law","authors":[{"name":"Zhenqi Huang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1764894703582687,"gpt":0.4402121901150199,"spread":0.2637227197567513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003567235,0.0000658762,0.0000875183,0.0002418446,0.00025275,0.000578893,0.0001793966,0.00002680859,0.0005260175],"category_scores_gemma":[0.0002381558,0.0000519851,0.00004073411,0.00008747136,0.00009836967,0.0004510017,0.00002556593,0.0001099007,0.000007655634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001149924,"about_ca_system_score_gemma":0.0004072741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001712859,"about_ca_topic_score_gemma":0.0004676708,"domain_scores_codex":[0.999055,0.00008790856,0.0002023944,0.0001009468,0.000455458,0.00009831972],"domain_scores_gemma":[0.9993515,0.000084042,0.00006681829,0.00003196628,0.000387279,0.00007840951],"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":[0.00006845836,0.0001574923,0.0003023993,0.00002719536,0.0001152235,0.00001030735,0.7277344,0.000009317613,0.0002170968,0.1435224,0.0227534,0.1050823],"study_design_scores_gemma":[0.000137348,0.00005635211,0.001389099,0.000117408,0.00002898201,0.00003711693,0.3290368,0.0000185413,0.0001059363,0.001779803,0.6671865,0.0001061046],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8240303,0.003963436,0.001179287,0.01703938,0.01956625,0.0002644535,0.00001808027,0.00005183129,0.1338869],"genre_scores_gemma":[0.9703294,0.0008038928,0.000710793,0.0008697358,0.01009854,0.000008463019,0.00001394987,0.000007069048,0.01715814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6444331,"threshold_uncertainty_score":0.5759522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}