{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":14,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":14,"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":"6cdeaf08a3c3","filters":{"venue":"International Journal of Population Studies"}},"results":[{"id":"W4387105915","doi":"10.36922/ijps.383","title":"Re-conceptualizing music education in the older adult life course: A qualitative meta-synthesis","year":2023,"lang":"en","type":"article","venue":"International Journal of Population Studies","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Centre for Interdisciplinary Research in Music Media and Technology","funders":"","keywords":"Lifelong learning; Music education; Life course approach; The arts; Psychology; Adult education; Sociology; Pedagogy; Gerontology; Political science; Developmental psychology; Medicine","authors":[{"name":"Tuulikki Laes","is_ca":false},{"name":"Andrea Creech","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3164014493365631,"gpt":0.4371497437362454,"spread":0.1207482943996823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001049561,0.000132328,0.0002890865,0.0004375427,0.0001756848,0.0001727041,0.0003277386,0.00002425493,0.001153712],"category_scores_gemma":[0.001545441,0.00008524122,0.0001836409,0.0001426503,0.0001432035,0.0004416932,0.00003805737,0.0001383499,0.0000778523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001216183,"about_ca_system_score_gemma":0.0002064635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003813322,"about_ca_topic_score_gemma":0.001424882,"domain_scores_codex":[0.9979427,0.0003550515,0.0006906984,0.0001247279,0.0007689236,0.0001178316],"domain_scores_gemma":[0.9962754,0.001120599,0.0006528496,0.0001041721,0.001813893,0.0000330758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002000874,0.0001475013,0.001006523,0.00001136089,0.001714139,0.000006328314,0.7357408,0.0001120324,0.000001053711,0.1437774,0.1156013,0.001861615],"study_design_scores_gemma":[0.0002712586,0.00002223774,0.01402251,0.0001317115,0.0004550809,0.000004121794,0.9322936,0.00002558584,0.000005102168,0.01116514,0.04147973,0.000123916],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9411615,0.002140207,0.00001377033,0.03754677,0.009449502,0.0002636092,0.00004023264,0.00004450341,0.009339918],"genre_scores_gemma":[0.9940825,0.00008515622,0.00009295181,0.002405777,0.001670669,0.00009112266,0.00001636091,0.00001107076,0.001544366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1965528,"threshold_uncertainty_score":0.9997594,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2559820182","doi":"10.18063/ijps.2016.01.002","title":"“I came by the bicycle so we can avoid the police”: factors shaping reproductive health decision-making on the Thailand-Burma border","year":2017,"lang":"en","type":"article","venue":"International Journal of Population Studies","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Criminology; Reproductive health; Geography; Political science; Environmental health; Sociology; Medicine; Population","authors":[{"name":"Jillian Gedeon","is_ca":true},{"name":"Saw Nanda Hsue","is_ca":false},{"name":"Angel M. Foster","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2161869683627263,"gpt":0.5530528838169797,"spread":0.3368659154542534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002538866,0.0002047851,0.0003793876,0.0001134269,0.008169987,0.0001161753,0.0009178953,0.00005848853,0.0000607144],"category_scores_gemma":[0.004658434,0.00008713658,0.0001441351,0.00008479044,0.0002483457,0.0002108677,0.0003355024,0.0008725346,0.00001608951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004464511,"about_ca_system_score_gemma":0.0002297944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004836807,"about_ca_topic_score_gemma":0.002279718,"domain_scores_codex":[0.9968841,0.0005165725,0.001038782,0.000222555,0.0009504391,0.000387564],"domain_scores_gemma":[0.9926143,0.003496974,0.002325898,0.0004880908,0.001000503,0.00007421926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004814709,0.0001035867,0.4251753,0.00005896789,0.001635643,0.000005864666,0.3627753,0.0003047559,0.00001512799,0.003940593,0.1522872,0.05321628],"study_design_scores_gemma":[0.0005669478,0.0001088896,0.7108921,0.001249829,0.0000353656,0.00001138369,0.07744659,0.00007787009,0.000006602527,0.002749655,0.2067081,0.0001466128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5141509,0.003197637,0.00009758459,0.4783536,0.00332104,0.0004313977,0.0000501605,0.00001444841,0.0003832472],"genre_scores_gemma":[0.9816045,0.001809524,0.00003323297,0.01420071,0.001855206,0.00003226348,0.000003249498,0.00001833618,0.0004429695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4674536,"threshold_uncertainty_score":0.9931213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390340284","doi":"10.36922/ijps.376","title":"Gender symmetry: A systematic review of men’s experiences of intimate partner violence during COVID-19 pandemic lockdown","year":2023,"lang":"en","type":"review","venue":"International Journal of Population Studies","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Research Foundation; International Development Research Centre; UK Research and Innovation; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Pandemic; Domestic violence; Systematic review; Coronavirus disease 2019 (COVID-19); Grey literature; Psychology; Public health; Poison control; Suicide prevention; MEDLINE; Medicine; Criminology; Political science; Medical emergency; Nursing; Infectious disease (medical specialty); Law","authors":[{"name":"Dorothy N. Ononokpono","is_ca":false},{"name":"Endurance Uzobo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2280337168881127,"gpt":0.5086707916424065,"spread":0.2806370747542938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003496142,0.0003025029,0.002680173,0.0006292884,0.000194145,0.00003699688,0.0009869662,0.000138576,0.00005485285],"category_scores_gemma":[0.005821353,0.0002170924,0.0007095071,0.0005241144,0.0003349718,0.0003004105,0.00020327,0.0002393778,0.00001453397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006810409,"about_ca_system_score_gemma":0.0004445729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001952109,"about_ca_topic_score_gemma":0.000009449893,"domain_scores_codex":[0.9937581,0.0008080657,0.003142021,0.0002488319,0.001801643,0.0002413583],"domain_scores_gemma":[0.9921335,0.0008498839,0.005091257,0.0002008042,0.001600509,0.0001240187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001841352,0.00005972375,0.0007735147,0.966001,0.00240255,0.00003594837,0.02133909,0.00002125535,5.78923e-7,0.005706668,0.0003699362,0.003271272],"study_design_scores_gemma":[0.0002205686,0.00003526523,0.0001601278,0.962157,0.001723056,0.00008653302,0.0304461,0.000006988889,0.000001347384,0.00140033,0.003433975,0.0003287551],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003417779,0.9971572,0.00006963743,0.00002394034,0.001218299,0.0007116683,0.00003375514,0.00002796166,0.0004158122],"genre_scores_gemma":[0.01739855,0.9819744,0.00008040742,0.00006302877,0.0002474521,0.000114243,0.00001307868,0.00002107915,0.00008774119],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01705677,"threshold_uncertainty_score":0.8852772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387971761","doi":"10.36922/ijps.474","title":"Human development, population, and environmental burden: Historical perspective and a peek into the future","year":2023,"lang":"en","type":"article","venue":"International Journal of Population Studies","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":4,"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":"Gross domestic product; Industrialisation; Population; Human Development Index; World population; Economic growth; China; Geography; Consumption (sociology); Human development (humanity); Development economics; Socioeconomic status; Index (typography); Human Development Report; Product (mathematics); Socioeconomic development; Socioeconomics; Environmental protection; Economics; Developing country; Demography; Social science; Sociology","authors":[{"name":"Niels C. Lind","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01728872276167933,"gpt":0.2958774426004701,"spread":0.2785887198387907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000305557,0.0001255355,0.0001465534,0.0001279247,0.0003601831,0.00003821281,0.0001506608,0.00003545793,0.00006476463],"category_scores_gemma":[0.00005495725,0.00009114685,0.00003632079,0.0001126942,0.0001159694,0.0003126547,0.0003173774,0.0001124823,0.00001684104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001611769,"about_ca_system_score_gemma":0.000004562797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000501241,"about_ca_topic_score_gemma":0.000137321,"domain_scores_codex":[0.9987933,0.00004114085,0.000351323,0.0001592027,0.0005255532,0.0001294747],"domain_scores_gemma":[0.9995936,0.00004214763,0.0002318438,0.00005510317,0.00002135695,0.00005595706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003746795,0.00003470776,0.9279158,0.000006087919,0.0002503579,0.00003862562,0.03468715,0.0004790316,0.000294957,0.0006154897,0.006390721,0.02924965],"study_design_scores_gemma":[0.0003773907,0.00003248631,0.9546314,0.00001039866,0.00001588758,0.00004199408,0.02300423,0.00004417049,0.00001169764,0.004552497,0.01716793,0.0001099454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933176,0.0007822055,0.000006263061,0.00538254,0.0003112378,0.00007637958,8.657917e-7,0.00001292004,0.0001099704],"genre_scores_gemma":[0.9972954,0.0005374796,0.0002821432,0.0001384418,0.0003916209,0.000005776189,0.0000137424,0.000009899495,0.001325449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0291397,"threshold_uncertainty_score":0.421472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4292884067","doi":"10.18063/ijps.v7i1.1318","title":"Family size preferences among women in a union in Nigeria and associated factors","year":2022,"lang":"en","type":"article","venue":"International Journal of Population Studies","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Fertility; Demography; Wife; Population; Quarter (Canadian coin); Total fertility rate; Multinomial logistic regression; Family planning; Logistic regression; Geography; Socioeconomics; Medicine; Economics; Sociology; Mathematics; Research methodology; Political science","authors":[{"name":"Lorretta Ntoimo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06309089477643275,"gpt":0.3546901121068619,"spread":0.2915992173304292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001788407,0.00007077155,0.000204065,0.0003888948,0.000162663,0.0000484614,0.0001981442,0.00002910811,0.00005770299],"category_scores_gemma":[0.0006958678,0.0000621346,0.00003700832,0.0003340608,0.00008646367,0.0003097103,0.00008594636,0.0001719142,1.067997e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003919652,"about_ca_system_score_gemma":0.00005033084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002783425,"about_ca_topic_score_gemma":0.02376947,"domain_scores_codex":[0.9981932,0.0004802018,0.000409189,0.0001020189,0.000657082,0.0001583171],"domain_scores_gemma":[0.999087,0.0003258348,0.0003548535,0.00002519807,0.0001642334,0.00004292401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001989792,0.00005057937,0.9358894,9.789245e-7,0.0000819558,0.000006755953,0.0609123,0.0001477142,0.000005250295,0.0002729476,0.00005046566,0.002561711],"study_design_scores_gemma":[0.0003432014,0.00004759512,0.870634,0.00002314894,0.000002717962,4.841224e-7,0.1157722,0.00000679409,3.713043e-7,0.01280248,0.0003113886,0.00005561642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975384,0.0005237494,0.000001369094,0.0005753228,0.0007905718,0.00005000048,0.000009388456,0.000007009995,0.0005042062],"genre_scores_gemma":[0.9991794,0.0005504247,0.00001623467,0.00003263824,0.00004851165,0.00000897782,0.000003622282,0.000002886405,0.0001572522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06525543,"threshold_uncertainty_score":0.9940442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390345795","doi":"10.36922/ijps.357","title":"Use of migration and mobility data in COVID-19 response: Evidence from the East Africa Community region","year":2023,"lang":"en","type":"article","venue":"International Journal of Population Studies","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Research Foundation; International Development Research Centre; UK Research and Innovation; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Geography; Regional science; Political science; Economic growth; Medicine; Economics","authors":[{"name":"Mary Muyonga","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.847118673076523,"gpt":0.5680205877218121,"spread":0.2790980853547109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006317531,0.0001097273,0.0003662485,0.0001511136,0.0001623656,0.00003516549,0.000555043,0.00004632881,0.000004164402],"category_scores_gemma":[0.1815194,0.00006971751,0.00006000589,0.00027122,0.0001965867,0.0005878182,0.0007973424,0.0002645645,9.354786e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002621307,"about_ca_system_score_gemma":0.00004524287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003739377,"about_ca_topic_score_gemma":0.005352347,"domain_scores_codex":[0.9964862,0.001820768,0.0009327331,0.0001518231,0.0005114012,0.00009705783],"domain_scores_gemma":[0.9560767,0.04212406,0.0008554045,0.0003888629,0.0005145523,0.00004037044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00125353,0.0001090228,0.9720506,0.0000441917,0.0003037112,0.00001852375,0.0126131,0.000903484,0.0001436697,0.0004543437,0.01078764,0.001318192],"study_design_scores_gemma":[0.0002904152,0.00006003843,0.9314114,0.0004046191,0.00004197197,0.00000745153,0.004631422,0.001202927,0.000005080159,0.06054349,0.001337179,0.00006398105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96043,0.001373679,0.001375689,0.03639249,0.0001964639,0.0001465013,0.00006566654,0.00001854546,9.578348e-7],"genre_scores_gemma":[0.9963014,0.002168082,0.001126193,0.0002801279,0.00008143342,0.000005717619,0.00001596955,0.000005076386,0.00001597283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1752019,"threshold_uncertainty_score":0.825375,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390783350","doi":"10.36922/ijps.359","title":"“Does a healthy man need vaccination?”: Attitudes of older adults toward COVID-19 vaccine in South-East Nigeria","year":2024,"lang":"en","type":"article","venue":"International Journal of Population Studies","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Research Foundation; International Development Research Centre; UK Research and Innovation; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Vaccination; Thematic analysis; Government (linguistics); Pandemic; Focus group; Medicine; Coronavirus disease 2019 (COVID-19); Public health; Healthy aging; Disease; Economic growth; Gerontology; Political science; Environmental health; Qualitative research; Immunology; Nursing; Business; Infectious disease (medical specialty); Sociology","authors":[{"name":"Samuel O. Ebimgbo","is_ca":false},{"name":"Yemi Adewoyin","is_ca":false},{"name":"Chukwuedozie K. Ajaero","is_ca":false},{"name":"Uzoma O. Okoye","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0479835931420471,"gpt":0.4116490600587779,"spread":0.3636654669167308,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009122422,0.0001229758,0.0003267611,0.0006363455,0.0001182672,0.00008282348,0.0002778381,0.00006194429,0.0002696978],"category_scores_gemma":[0.00109874,0.00008739741,0.0001455281,0.0003368036,0.00001220915,0.0005908789,0.00005873909,0.0001566096,0.00000653386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005228454,"about_ca_system_score_gemma":0.0002282868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006200033,"about_ca_topic_score_gemma":0.004897862,"domain_scores_codex":[0.9979039,0.0001514899,0.0008718111,0.0001699585,0.0007405448,0.0001623116],"domain_scores_gemma":[0.998305,0.0002488905,0.0004392728,0.00006758768,0.0008378209,0.0001014765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003699654,0.0001268924,0.8971766,0.0001649927,0.0003209104,0.00007539331,0.09206859,0.0003787719,0.000009369279,0.003635544,0.00205398,0.003618964],"study_design_scores_gemma":[0.001515785,0.00008900761,0.9684231,0.0005891164,0.00003034917,0.0000101442,0.02326232,0.00008910857,0.000009872422,0.003166235,0.0026713,0.0001437155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9553132,0.005243301,0.0005359416,0.03537088,0.003146682,0.0002103866,0.000024632,0.0000333006,0.0001216822],"genre_scores_gemma":[0.9969806,0.001132289,0.0002219938,0.0004533677,0.0009860597,0.00000602934,0.000009498212,0.00001061283,0.0001995497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07124641,"threshold_uncertainty_score":0.3563963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2903713548","doi":"10.18063/ijps.v4i1.457","title":"Challenges to the integration of Syrian refugees","year":2018,"lang":"en","type":"article","venue":"International Journal of Population Studies","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Refugee; Syrian refugees; Political science; Refugee crisis; Politics; Economic growth; Destinations; Development economics; Business; Economics; Tourism","authors":[{"name":"Ernesto F. L. Amaral","is_ca":false},{"name":"Mahlet A. Woldetsadik","is_ca":false},{"name":"Gabriela Armenta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1485652179996406,"gpt":0.4802902963555642,"spread":0.3317250783559236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006635171,0.0000791914,0.0001728818,0.0002319089,0.0000740714,0.00001276829,0.0002447971,0.00003673973,0.000105381],"category_scores_gemma":[0.0004255921,0.00004991274,0.00007120317,0.0001035955,0.00005314118,0.0001266906,0.00002813505,0.00008901422,0.00004798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005933283,"about_ca_system_score_gemma":0.00001651995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001060755,"about_ca_topic_score_gemma":0.001822065,"domain_scores_codex":[0.9986709,0.0001131158,0.0006288282,0.00009861978,0.0003953466,0.00009318875],"domain_scores_gemma":[0.9975275,0.0001401312,0.0005237089,0.0001247803,0.001641828,0.00004204634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001366079,0.0003375638,0.03437133,0.00003193435,0.001936711,0.00001317092,0.2120094,0.0001117862,0.0005160464,0.2167159,0.04975398,0.4828361],"study_design_scores_gemma":[0.0006308782,0.0006009852,0.9267309,0.0001746156,0.00004352267,0.0000735813,0.01650314,0.00001842768,0.0003680043,0.005786089,0.04897609,0.00009376252],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615343,0.004611369,0.001622082,0.02228324,0.006792188,0.0001646672,0.0000107793,0.00001217861,0.002969162],"genre_scores_gemma":[0.9966164,0.0002604059,0.0005982596,0.0004161844,0.001786273,0.000006444568,0.000004009751,0.000006455783,0.0003055225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8923596,"threshold_uncertainty_score":0.2035383,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390397924","doi":"10.36922/ijps.366","title":"Demand and supply of adolescent and young adult’s sexual and reproductive health services during COVID-19 in sub-Saharan Africa: A scoping review","year":2023,"lang":"en","type":"review","venue":"International Journal of Population Studies","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Research Foundation; International Development Research Centre; UK Research and Innovation; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Coronavirus disease 2019 (COVID-19); Reproductive health; Pandemic; 2019-20 coronavirus outbreak; Economic shortage; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Sexual medicine; Business; Political science; Medicine; Economic growth; Environmental health; Government (linguistics); Population; Economics; Gynecology","authors":[{"name":"Olutoyin Opeyemi Ikuteyijo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2829249689070592,"gpt":0.5502828105706723,"spread":0.2673578416636131,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002645321,0.0003191385,0.002132324,0.0006172699,0.0003493923,0.00001204512,0.0001517916,0.0001251145,0.000002958769],"category_scores_gemma":[0.001234663,0.0002363653,0.00007993559,0.0002843135,0.0001276053,0.0002409515,0.0003523623,0.0006930427,0.000001659521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006008428,"about_ca_system_score_gemma":0.0004897306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004015878,"about_ca_topic_score_gemma":0.0009393602,"domain_scores_codex":[0.9949698,0.001023258,0.002614301,0.0005527964,0.000549654,0.0002901689],"domain_scores_gemma":[0.9949627,0.0003903279,0.00348204,0.0001656763,0.0008048049,0.0001944322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001588607,0.0001192035,0.1043978,0.8410093,0.0006725833,0.00004251017,0.009734986,0.0000039464,0.000001356426,0.00008034564,0.0006763182,0.04310285],"study_design_scores_gemma":[0.001328544,0.0001546047,0.108253,0.8766542,0.0003163127,0.0002969054,0.005638476,0.000003036009,2.061339e-7,0.0002761412,0.006757531,0.0003210044],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01017823,0.9843119,0.000009370079,0.002483641,0.0009721894,0.001954446,0.00007084347,0.00001681531,0.000002553934],"genre_scores_gemma":[0.002346563,0.9964198,0.00006112978,0.0002977712,0.0006875921,0.00004807035,0.00003292635,0.00003173008,0.00007443748],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04278184,"threshold_uncertainty_score":0.9638698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390412350","doi":"10.36922/ijps.367","title":"Social context of intimate partner violence and system response during COVID-19 in Africa: A scoping review","year":2023,"lang":"en","type":"review","venue":"International Journal of Population Studies","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Research Foundation; International Development Research Centre; UK Research and Innovation; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Grey literature; Context (archaeology); Thematic analysis; Domestic violence; Sociology; Public relations; Psychology; Political science; Social science; Poison control; Suicide prevention; Qualitative research; Geography; Medicine; MEDLINE; Law; Environmental health","authors":[{"name":"Ojo Melvin Agunbiade","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3490966115577158,"gpt":0.4737871144300783,"spread":0.1246905028723624,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003339561,0.0002200932,0.002199415,0.001088155,0.00007167712,0.00003311125,0.0002909225,0.0001064699,0.000008373186],"category_scores_gemma":[0.006299426,0.0002090671,0.0003076835,0.000317582,0.00006629648,0.0002156646,0.0001966676,0.0002361878,0.0000153976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552774,"about_ca_system_score_gemma":0.0002054459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009342197,"about_ca_topic_score_gemma":0.00002588058,"domain_scores_codex":[0.9963878,0.0001942263,0.002822502,0.0002441348,0.0001799817,0.0001713605],"domain_scores_gemma":[0.9946444,0.0009318882,0.004026856,0.00010498,0.0002248228,0.00006703068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009476641,0.0001616435,0.02489288,0.7810435,0.00571745,0.0006185868,0.009998717,0.0002626247,0.000001228324,0.02619057,0.001279183,0.148886],"study_design_scores_gemma":[0.00135436,0.00005643189,0.004389355,0.9468482,0.0002520983,0.0002180518,0.0005470847,0.00003873336,2.62359e-7,0.002324434,0.04350319,0.0004678289],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001590071,0.9966918,0.00004983501,0.0005592146,0.0005338187,0.0004439323,0.0001034345,0.00001412514,0.0000138028],"genre_scores_gemma":[0.03124145,0.9683852,0.00002845709,0.00009748738,0.0001577654,0.0000285703,0.000007057455,0.0000237666,0.00003025676],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1658047,"threshold_uncertainty_score":0.8525511,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390269108","doi":"10.36922/ijps.479","title":"What drives the willingness to get vaccinated against COVID-19 in South Africa?","year":2023,"lang":"en","type":"article","venue":"International Journal of Population Studies","topic":"Vaccine Coverage and Hesitancy","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":"National Research Foundation; International Development Research Centre; UK Research and Innovation; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Logistic regression; Coronavirus disease 2019 (COVID-19); Odds; Odds ratio; Demography; Population; Medicine; Disease; Vaccination; Descriptive statistics; Environmental health; Coronavirus; Virology; Infectious disease (medical specialty); Statistics; Internal medicine; Sociology","authors":[{"name":"Yemi Adewoyin","is_ca":false},{"name":"Clifford Odimegwu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09413865986244083,"gpt":0.4157945186131582,"spread":0.3216558587507173,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001157112,0.00007897452,0.0001704998,0.0003254639,0.0002739661,0.0001704783,0.0003772337,0.00003367558,0.000024917],"category_scores_gemma":[0.002327867,0.0000567796,0.00008014815,0.0005571164,0.00001491258,0.0006264354,0.00008452782,0.0001115483,0.00002600437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003362095,"about_ca_system_score_gemma":0.00009876638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009509717,"about_ca_topic_score_gemma":0.001637357,"domain_scores_codex":[0.9985004,0.0001610224,0.0004299392,0.0001050057,0.0006437948,0.0001598274],"domain_scores_gemma":[0.9986305,0.0003685269,0.0002773655,0.00006258348,0.000577921,0.00008311075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001073997,0.00004288526,0.5367392,0.000007544342,0.0002527395,0.0001431856,0.4221479,0.02185059,0.00003471453,0.003950194,0.008755418,0.005968281],"study_design_scores_gemma":[0.0009332633,0.00004857952,0.7190345,0.0002178202,0.00002506962,0.000003805301,0.2007873,0.0001859772,0.00001185433,0.01370965,0.06484843,0.0001937765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524419,0.00126467,0.0001187778,0.04338732,0.002465772,0.000124516,0.000004493019,0.00002908018,0.0001634159],"genre_scores_gemma":[0.9958251,0.001829705,0.00004225857,0.001106922,0.0006085936,0.000005312548,0.000004535793,0.000006170455,0.0005714119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2213606,"threshold_uncertainty_score":0.2786843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380187903","doi":"10.36922/ijps.339","title":"The right to lifelong learning: Addressing policy challenges for late-life learning in Canada","year":2023,"lang":"en","type":"article","venue":"International Journal of Population Studies","topic":"Retirement, Disability, and Employment","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":"Lifelong learning; Population; Adult education; Political science; Public relations; Economic growth; Sociology; Law; Economics","authors":[{"name":"Satya Brink","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3965806774688064,"gpt":0.5127909174146229,"spread":0.1162102399458165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001571136,0.00006983828,0.0001528193,0.0001730875,0.0005465226,0.00007427434,0.000230831,0.00002093144,0.000006477563],"category_scores_gemma":[0.006111592,0.00005183201,0.00005977472,0.0001947702,0.00004632471,0.0001439968,0.00005935315,0.0001258677,0.000002333619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001110749,"about_ca_system_score_gemma":0.0004955893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2175959,"about_ca_topic_score_gemma":0.8152961,"domain_scores_codex":[0.9983257,0.0001980503,0.0004329171,0.00009664627,0.0007393474,0.0002073082],"domain_scores_gemma":[0.9983492,0.0007374944,0.0002795599,0.00003656511,0.0005209591,0.00007622283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000124846,0.00002872911,0.8411328,0.00002470711,0.0003390441,0.00001278277,0.03864038,0.0518227,0.00001506468,0.01101223,0.003970507,0.05287626],"study_design_scores_gemma":[0.0004978644,0.00006757375,0.7659813,0.0002077402,0.00001372747,8.88158e-7,0.07547093,0.0004504544,0.00001266704,0.006714721,0.15044,0.0001421329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8944574,0.0009725116,0.00002180226,0.1020107,0.001579466,0.000161675,0.000001759468,0.00001817372,0.0007764623],"genre_scores_gemma":[0.9954874,0.002696972,0.00002884711,0.0001626169,0.0009407525,0.00001289936,0.000002441163,0.000006640325,0.0006614124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5977002,"threshold_uncertainty_score":0.7876142,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410444611","doi":"10.36922/ijps.6309","title":"Migration to non-metropolitan communities: Community-based perspectives on immigrant settlement and multicultural diversity in a small city in Canada","year":2025,"lang":"en","type":"article","venue":"International Journal of Population Studies","topic":"Rural development and sustainability","field":"Agricultural and Biological 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":"Multiculturalism; Immigration; Diversity (politics); Metropolitan area; Settlement (finance); Geography; Cultural diversity; Economic geography; Sociology; Anthropology; Archaeology; Business","authors":[{"name":"Ryan Thyra Lok","is_ca":false},{"name":"Zhixi Cecilia Zhuang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0444176223038607,"gpt":0.2969267617590843,"spread":0.2525091394552236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000402892,0.00007831814,0.0001601812,0.00008997786,0.0001829862,0.00002381923,0.0001762437,0.00001700806,0.000004725676],"category_scores_gemma":[0.0001632317,0.0000366973,0.00003090953,0.0001771795,0.00002813619,0.00008162499,0.0001473443,0.0001614645,9.465577e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001903322,"about_ca_system_score_gemma":0.00003267964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.869525,"about_ca_topic_score_gemma":0.9874024,"domain_scores_codex":[0.9991915,0.0001732221,0.0002957793,0.00006023268,0.0001912907,0.00008794676],"domain_scores_gemma":[0.999117,0.0003421929,0.0001008046,0.0000235498,0.0003909573,0.00002545133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001301708,0.00007735516,0.9894316,0.000006431216,0.00003607248,0.000004221938,0.00821755,0.0002784264,0.00007863751,0.000111393,0.0001241679,0.001503943],"study_design_scores_gemma":[0.0002680861,0.00005826466,0.7959032,0.00009142789,0.000002925739,3.703745e-7,0.2030953,0.00009358219,0.00003579917,0.000319206,0.00008414675,0.00004766279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889495,0.00006371812,0.000002954322,0.01068206,0.0001375874,0.0001173751,0.00001906523,0.00000215151,0.00002554505],"genre_scores_gemma":[0.9993415,0.00004287112,0.00008416588,0.000471395,0.00001788964,0.000003274615,0.00002299497,2.376469e-7,0.00001564308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1948778,"threshold_uncertainty_score":0.497712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413358322","doi":"10.36922/ijps025130051","title":"Ageism in the workplace from Singapore to Canada: A translational perspective","year":2025,"lang":"en","type":"article","venue":"International Journal of Population Studies","topic":"Retirement, Disability, and Employment","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":"Perspective (graphical); Translational research; Sociology; Political science; Medicine; Computer science","authors":[{"name":"Laura Ng","is_ca":false},{"name":"Swapna Dayanandan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2048391380380387,"gpt":0.4963464600125528,"spread":0.2915073219745141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007136907,0.00006293762,0.0001277747,0.0001184736,0.0001624974,0.00005338483,0.0002931425,0.00002219229,0.00003363708],"category_scores_gemma":[0.0008116871,0.00004708127,0.00005736812,0.0002067754,0.00005741711,0.0001089181,0.00002167028,0.0001021971,6.814186e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009399,"about_ca_system_score_gemma":0.0003046127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4593586,"about_ca_topic_score_gemma":0.8500775,"domain_scores_codex":[0.9984275,0.0001833245,0.0003547279,0.00009547942,0.0008434003,0.00009564548],"domain_scores_gemma":[0.9987538,0.000405478,0.000135746,0.0000495423,0.0006288861,0.00002655352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001984812,0.0001719707,0.7157363,0.000005492595,0.0005442369,0.00002499712,0.1496649,0.002640802,0.00001579244,0.1077366,0.01509934,0.008161144],"study_design_scores_gemma":[0.0003729215,0.00001457568,0.7960394,0.0001483959,0.00002045841,6.30624e-7,0.1167196,0.00001793433,0.000005358243,0.06496784,0.0216249,0.00006796767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8101737,0.0008474393,0.0003528063,0.1808936,0.001810734,0.0002032708,0.00001815706,0.000005059244,0.005695207],"genre_scores_gemma":[0.9976524,0.00006289215,0.0002251341,0.001369159,0.0003709265,0.000005357883,0.000003396003,0.000001948998,0.0003087803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3907189,"threshold_uncertainty_score":0.5442415,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}