{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"62e06a2530d5","filters":{"venue":"European Journal of Humanities and Social Sciences"}},"results":[{"id":"W4392346265","doi":"10.24018/ejsocial.2024.4.1.526","title":"Trends of Women’s Participation in Engineering Education in the Republic of Benin and Implications for the Future of Higher Education","year":2024,"lang":"en","type":"article","venue":"European Journal of Humanities and Social Sciences","topic":"Medical and Agricultural Research Studies","field":"Social Sciences","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":"International Development Research Centre","keywords":"Political science; Economic growth; Gender studies; Sociology; Socioeconomics; Economics","authors":[{"name":"Tèko Augustin Kouévi","is_ca":false},{"name":"Pascaline Ida Babadankpodji","is_ca":false},{"name":"Gaïane Naïla Dagnon","is_ca":false},{"name":"Marin Laured Tossa","is_ca":false},{"name":"Nathalie Gnanki Kpera","is_ca":false},{"name":"Sonagnon Claude-Gervais Assogba","is_ca":false},{"name":"Annick Bossou","is_ca":false},{"name":"Rose Omari","is_ca":false},{"name":"Sophie Bogninou","is_ca":false},{"name":"Issaka Youssao Abdou Karim","is_ca":false},{"name":"Cocou Rigobert Tossou","is_ca":false},{"name":"Pierre V. Vissoh","is_ca":false},{"name":"Générose Vierra-Dalodé","is_ca":false},{"name":"Sylvie Hounzangbé Adoté","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07058173137894604,"gpt":0.3760665647724281,"spread":0.3054848333934821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003433633,0.0001208942,0.00008845766,0.0009454628,0.0004841489,0.0006556666,0.0002490095,0.0002251826,0.003160006],"category_scores_gemma":[0.0004972445,0.00009105663,0.00009162015,0.00129376,0.0003103175,0.000519045,0.000441478,0.0002805176,0.0003094465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007867208,"about_ca_system_score_gemma":0.0005590165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02139392,"about_ca_topic_score_gemma":0.03767445,"domain_scores_codex":[0.999754,0.00005196002,0.00001042333,0.00003902872,0.00003509185,0.0001095523],"domain_scores_gemma":[0.9996586,0.00007095822,0.0001396007,0.00000628822,0.00005660105,0.00006804633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001422285,0.00005754571,0.9527763,0.0001781229,0.00001558194,0.0005034602,0.008797065,0.0001531694,0.001554609,0.001547752,0.001303928,0.0329702],"study_design_scores_gemma":[0.000001508072,0.00003298353,0.9805421,0.00005498988,0.000004164262,0.0002141696,0.01203586,0.0001531898,0.0002308678,0.00009477869,0.006629846,0.0000054928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950145,0.001296486,0.00005700007,0.0006023731,0.000009273593,0.000005612517,0.0003251822,0.000002870727,0.002686723],"genre_scores_gemma":[0.9965521,0.0007874354,0.00006059225,0.00004695111,0.000009097037,0.000006804943,0.0001519773,0.000001535799,0.002383434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02139392,"threshold_uncertainty_score":0.04253882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3197845517","doi":"10.24018/ejsocial.2021.1.4.29","title":"The Influence of Mass Media and Pop-culture on Young Heterosexual African, Caribbean, and Black Canadian (ACB) Men in Windsor, Ontario","year":2021,"lang":"en","type":"article","venue":"European Journal of Humanities and Social Sciences","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Windsor","funders":"","keywords":"Casual; Windsor; Mass media; Human sexuality; Gender studies; Psychology; Social psychology; Sociology; Demography; Political science; Ecology","authors":[{"name":"Francisca Omorodion","is_ca":true},{"name":"Neema William Jangu","is_ca":true},{"name":"Jelani Kerr","is_ca":false},{"name":"Egbe B. Etowa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04097895184888327,"gpt":0.2499458477034284,"spread":0.2089668958545451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006850613,0.0002557313,0.000243659,0.0009272777,0.007909099,0.002147223,0.0006189818,0.0003469133,0.003868958],"category_scores_gemma":[0.001521155,0.0002537371,0.0002226907,0.001221942,0.002087135,0.0006117541,0.001650536,0.0006112992,0.0002753035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01483235,"about_ca_system_score_gemma":0.01355441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.966718,"about_ca_topic_score_gemma":0.9897803,"domain_scores_codex":[0.9991786,0.0001756123,0.00002826748,0.00006052688,0.0002162583,0.0003407728],"domain_scores_gemma":[0.9985293,0.0002550174,0.0003230881,0.00003238011,0.0003362742,0.0005239183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001111527,0.0001428143,0.5759928,0.00009421317,0.00002286225,0.0008702216,0.4038492,0.00002692198,0.0009913211,0.0004714382,0.001658523,0.0157686],"study_design_scores_gemma":[0.000003803645,0.00006025782,0.5492496,0.00007946003,0.0000154798,0.0001120484,0.4451105,0.00003596787,0.0001601803,0.0000364413,0.005123182,0.00001311246],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958199,0.0001843901,0.00001123262,0.0003430732,0.000006495623,0.00001582242,0.00009785632,0.000001396607,0.003519772],"genre_scores_gemma":[0.9967217,0.0003299211,0.0000299177,0.0001268993,0.000005095556,0.00001213039,0.00004848653,0.000002170375,0.002723652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03328204,"threshold_uncertainty_score":0.1076167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378189497","doi":"10.24018/ejsocial.2023.3.3.440","title":"Life in Islamabad and Rawalpindi During the Pandemic: Gender and Sector of Employment as Main Contributing Factors","year":2023,"lang":"en","type":"article","venue":"European Journal of Humanities and Social Sciences","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","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 Waterloo","funders":"","keywords":"Livelihood; Government (linguistics); Pandemic; Economic growth; Socioeconomics; Informal sector; Demographic economics; Work (physics); Coronavirus disease 2019 (COVID-19); Household income; Business; Political science; Development economics; Geography; Economics; Agriculture; Medicine","authors":[{"name":"Weizhen Dong","is_ca":false},{"name":"Shamas Ud Din","is_ca":false},{"name":"Zehan Pan","is_ca":false},{"name":"Adam Mursal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1472847373311618,"gpt":0.2823327507261773,"spread":0.1350480133950155,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004909259,0.0002214593,0.0002260222,0.0004080076,0.003020325,0.00144231,0.0002397943,0.0005059169,0.003578772],"category_scores_gemma":[0.0009129838,0.0002030516,0.000228875,0.0007051593,0.00117075,0.0009106789,0.001203238,0.0008203056,0.0002852785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001596823,"about_ca_system_score_gemma":0.001568962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03234189,"about_ca_topic_score_gemma":0.06294438,"domain_scores_codex":[0.9995653,0.0001252295,0.00001654312,0.00003335077,0.00003626003,0.0002233683],"domain_scores_gemma":[0.9991567,0.0001826642,0.0002542126,0.00002029304,0.00006693871,0.0003192216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001391881,0.0001583355,0.8925309,0.00009238499,0.00002895927,0.002473102,0.08505388,0.00008577803,0.0004374148,0.001052326,0.002221389,0.01572634],"study_design_scores_gemma":[0.000005214848,0.000176308,0.7154307,0.0001080481,0.00001130979,0.0009377688,0.2779033,0.00009689297,0.00008871435,0.0002763809,0.00494168,0.00002366126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972233,0.0002412729,0.0000287077,0.001010856,0.0000181309,0.000007236933,0.0001145439,8.989188e-7,0.001355041],"genre_scores_gemma":[0.9992129,0.0002935186,0.00001871912,0.0001589528,0.000007457435,0.000004920422,0.00003782939,6.22099e-7,0.0002650142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03234189,"threshold_uncertainty_score":0.06430727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}