{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":25,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":25,"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":"04ac06cabc4b","filters":{"venue":"Advances in Life Course Research"}},"results":[{"id":"W2069444723","doi":"10.1016/j.alcr.2010.04.001","title":"An investigation of family SES-based inequalities in depressive symptoms from early adolescence to emerging adulthood","year":2009,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Minority Health and Health Disparities","keywords":"Life course approach; Psychology; Developmental psychology; Depressive symptoms; Inequality; Socioeconomic status; Depression (economics); Disadvantage; Early adulthood; Young adult; Clinical psychology; Medicine; Psychiatry; Cognition; Environmental health","authors":[{"name":"K. A. S. Wickrama","is_ca":false},{"name":"Samuel Noh","is_ca":true},{"name":"Glen H. Elder","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07310898320608454,"gpt":0.4645399010521056,"spread":0.3914309178460211,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002429309,0.0001163547,0.0002862572,0.0003635868,0.000229523,0.0000627173,0.0005166361,0.0001091067,0.00001992515],"category_scores_gemma":[0.001436183,0.0001209505,0.00003318162,0.001172053,0.0003370271,0.0009079257,0.00003262828,0.0003990947,0.000006708471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001704776,"about_ca_system_score_gemma":0.001347085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02587614,"about_ca_topic_score_gemma":0.01420461,"domain_scores_codex":[0.9959688,0.001298772,0.0004765404,0.0003569678,0.001114836,0.0007840982],"domain_scores_gemma":[0.9978843,0.0009845417,0.00009589884,0.0002828671,0.0003211397,0.0004312805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009155215,0.00009519725,0.9476916,0.00006608947,0.000002260938,0.000009781714,0.02233176,0.001466661,0.00009320756,0.008602717,0.00004856646,0.01950063],"study_design_scores_gemma":[0.0004761929,0.000194684,0.9659536,0.0009060566,0.000002208171,2.454564e-8,0.02514284,0.0003702446,0.0002303875,0.006163321,0.0004055238,0.0001549431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899089,0.003876186,0.0001564873,0.004846922,0.0001377923,0.0004970981,0.00002701321,0.00002951342,0.0005201212],"genre_scores_gemma":[0.9966936,0.0008010787,0.0006395616,0.001589934,0.0001915928,0.00004961252,0.000009310648,0.000009601755,0.00001575043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01934569,"threshold_uncertainty_score":0.9806106,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2044275723","doi":"10.1016/j.alcr.2014.05.001","title":"Economic hardship in childhood and adult health trajectories: An alternative approach to investigating life-course processes","year":2014,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Canadian Institutes of Health Research; National Institute on Aging; National Institutes of Health; National Science Foundation","keywords":"Life course approach; Socioeconomic status; Poverty; Psychology; Longitudinal study; Disadvantage; Inequality; Panel Study of Income Dynamics; Demographic economics; Developmental psychology; Gerontology; Demography; Economics; Sociology; Economic growth; Medicine; Political science; Population","authors":[{"name":"Kim M. Shuey","is_ca":true},{"name":"Andrea E. Willson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0748315771163817,"gpt":0.4539629858153377,"spread":0.379131408698956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006553925,0.0001864825,0.0004583621,0.0002627901,0.0006928857,0.0001971278,0.0005617786,0.0001093264,0.00001539646],"category_scores_gemma":[0.008188833,0.0001855153,0.00002336392,0.0007896151,0.000658115,0.001186544,0.0001018781,0.0006606007,0.00001305937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003134332,"about_ca_system_score_gemma":0.00495735,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02309768,"about_ca_topic_score_gemma":0.1012937,"domain_scores_codex":[0.9953067,0.001436045,0.000530239,0.000651364,0.0007316709,0.001343999],"domain_scores_gemma":[0.9966799,0.001346284,0.000129001,0.0002644664,0.0002387271,0.001341609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005132303,0.0005155523,0.7025939,0.001054391,0.0000162409,0.000002400016,0.1155905,0.002031644,2.752329e-7,0.150629,0.0006622242,0.02685263],"study_design_scores_gemma":[0.002310517,0.0007695601,0.6438344,0.00127998,0.000008980168,0.000002367784,0.2886984,0.002368163,0.00001566832,0.02622313,0.03359399,0.0008948799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9440156,0.009720449,0.00009108934,0.02893092,0.000404419,0.001713856,0.00003792682,0.00007590435,0.01500985],"genre_scores_gemma":[0.9883343,0.005783257,0.001470495,0.003133202,0.0009355326,0.0002483652,0.000008908851,0.00002763301,0.00005831422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1731079,"threshold_uncertainty_score":0.9834076,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W619496525","doi":"10.1016/j.alcr.2015.05.004","title":"Cumulative disadvantage, employment–marriage, and health inequalities among American and British mothers","year":2015,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Institute of Gender and Health; Economic and Social Research Council; European Research Council; Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Disadvantage; Inequality; Life course approach; Longitudinal study; Demographic economics; National Longitudinal Surveys; National Child Development Study; Sociology; Longitudinal data; Psychology; Political science; Demography; Social psychology; Socioeconomic status; Economics; Medicine; Law","authors":[{"name":"Peggy McDonough","is_ca":true},{"name":"Diana Worts","is_ca":true},{"name":"Cara Booker","is_ca":false},{"name":"Anne McMunn","is_ca":false},{"name":"Amanda Sacker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2142643185572869,"gpt":0.5678012840551524,"spread":0.3535369654978655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003927979,0.0001813772,0.0005142762,0.0001939163,0.0008084645,0.00004030077,0.0001583448,0.00006278839,0.00003131076],"category_scores_gemma":[0.0008472792,0.0001785238,0.00002132868,0.0004889952,0.001529688,0.0006378755,0.0004187342,0.000797297,0.00001133396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002064634,"about_ca_system_score_gemma":0.0003981803,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01651953,"about_ca_topic_score_gemma":0.03076374,"domain_scores_codex":[0.9957824,0.001502485,0.0005314432,0.0004658993,0.000695546,0.001022169],"domain_scores_gemma":[0.9975731,0.001201441,0.0001869624,0.0002264999,0.0002712799,0.0005407157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005803946,0.0000722478,0.9545443,0.0001473793,0.00002811852,0.00001355132,0.01334225,0.0000113872,3.016659e-7,0.002762659,0.006089798,0.02292996],"study_design_scores_gemma":[0.002011958,0.0006212067,0.7547043,0.0007875094,0.000007865393,0.000001682233,0.1741518,0.00008743248,7.437278e-7,0.00981357,0.05751053,0.000301411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9370504,0.03980942,0.00005603173,0.01080315,0.0002912488,0.001340374,0.00006232419,0.00008719609,0.01049985],"genre_scores_gemma":[0.9680588,0.02724078,0.0001889576,0.0006946179,0.000268418,0.000301984,0.0000136068,0.00004286573,0.003189927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.19984,"threshold_uncertainty_score":0.9900296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2534695715","doi":"10.1016/j.alcr.2016.10.004","title":"Retirement and cognition: A life course view","year":2016,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Medical Research Council; Spencer Foundation; National Institute on Aging; National Science Foundation","keywords":"Verbal fluency test; Cognition; Psychology; Health and Retirement Study; Life course approach; Longitudinal study; Cognitive skill; Cognitive aging; Fluency; Gerontology; Cohort; Verbal memory; Developmental psychology; Medicine; Neuropsychology; Psychiatry","authors":[{"name":"Nicole Denier","is_ca":false},{"name":"Sean Clouston","is_ca":false},{"name":"Marcus Richards","is_ca":false},{"name":"Scott M. Hofer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3245604244417289,"gpt":0.5472432531722704,"spread":0.2226828287305415,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005493145,0.0001580961,0.000269159,0.0001049737,0.000615796,0.0001040888,0.0003922152,0.0001065813,0.0009258271],"category_scores_gemma":[0.002266788,0.0001191388,0.00005288266,0.0005426771,0.002296769,0.0006996792,0.0001702217,0.0002505515,0.0001850892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001968883,"about_ca_system_score_gemma":0.000843532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003273359,"about_ca_topic_score_gemma":0.003019793,"domain_scores_codex":[0.9953439,0.001054034,0.0003932934,0.0005543172,0.001717608,0.0009368325],"domain_scores_gemma":[0.9975704,0.0009643486,0.00007545393,0.0003697158,0.0004024455,0.0006176312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003666017,0.002039662,0.4215289,0.0005030823,0.0001304832,0.00005187929,0.008557449,0.000005704294,0.0002009185,0.1274686,0.01843965,0.4207071],"study_design_scores_gemma":[0.002869905,0.0006092899,0.0478989,0.001443475,0.00007036268,0.000001396435,0.02449205,0.0000172403,0.0001393807,0.06020876,0.8615567,0.0006925358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4136905,0.1490908,0.0002336052,0.165905,0.001992693,0.005230044,0.00008427857,0.0003000178,0.263473],"genre_scores_gemma":[0.9296882,0.06797015,0.00009211714,0.0003117241,0.0005241362,0.000248283,0.000002469583,0.00001709994,0.001145885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8431171,"threshold_uncertainty_score":0.9999875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4375851086","doi":"10.1016/j.alcr.2023.100550","title":"Gender differences in mental health following the transition into parenthood: Longitudinal evidence from the UK","year":2023,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity College","funders":"Irish Research Council","keywords":"Mental health; Childbirth; Feeling; Socioeconomic status; Vitality; Psychology; Life course approach; Longitudinal study; Developmental psychology; Demography; Medicine; Pregnancy; Social psychology; Population; Psychiatry; Sociology","authors":[{"name":"Sandrine Metzger","is_ca":true},{"name":"Pablo Gracia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.182367436731738,"gpt":0.4820265123502492,"spread":0.2996590756185112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002830489,0.0001277206,0.0002570951,0.000120105,0.0004116661,0.00003607064,0.0003067048,0.00004753578,0.0000629507],"category_scores_gemma":[0.0002436424,0.00007457956,0.00006037368,0.0007267855,0.0001883428,0.0002486106,0.00009964492,0.0007070181,0.00005799164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001725144,"about_ca_system_score_gemma":0.0003593875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002226416,"about_ca_topic_score_gemma":0.002526648,"domain_scores_codex":[0.9969049,0.0007398211,0.0003766956,0.0003473579,0.0009909869,0.0006403164],"domain_scores_gemma":[0.9980134,0.001419164,0.00005262758,0.0003172941,0.00003386254,0.0001636331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004970232,0.0001080497,0.9782984,0.0006386003,0.00002363808,0.00009594447,0.01405091,0.0000386008,0.00002546622,0.0001238982,0.000318336,0.005781167],"study_design_scores_gemma":[0.0007388498,0.0002623498,0.9786789,0.01009487,0.000008340611,0.00000651635,0.007413767,0.0005404216,0.0000967653,0.001735895,0.0003318842,0.00009144774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8917208,0.07137661,0.00002483576,0.03535424,0.0005413755,0.000867301,0.0000148106,0.00002691654,0.00007311448],"genre_scores_gemma":[0.9640569,0.03488139,0.00005123898,0.0005150166,0.00021552,0.0001891915,0.00002565467,0.0000121694,0.00005289162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07233613,"threshold_uncertainty_score":0.3365691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014145487","doi":"10.1016/j.alcr.2013.01.001","title":"Family, money, and health: Regional differences in the determinants of life satisfaction over the life course","year":2013,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; Social Sciences and Humanities Research Council of Canada; National Institute on Aging; National Institutes of Health; Western University; University of Pennsylvania","keywords":"Life satisfaction; Life course approach; Demography; Demographic economics; Variation (astronomy); Family income; Psychology; Distribution (mathematics); Developmental psychology; Social psychology; Sociology; Economics; Economic growth","authors":[{"name":"Rachel Margolis","is_ca":true},{"name":"Mikko Myrskylä","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.145040583464382,"gpt":0.4662980846910723,"spread":0.3212575012266903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003360732,0.0002059473,0.0004173949,0.000198516,0.0002665015,0.00006543613,0.0004734008,0.0001871367,0.0002862818],"category_scores_gemma":[0.0004991044,0.0001213833,0.00005654665,0.0006681053,0.0009226926,0.0003570995,0.00008003326,0.00107129,0.0000842468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000375556,"about_ca_system_score_gemma":0.0002022008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007725518,"about_ca_topic_score_gemma":0.002225164,"domain_scores_codex":[0.9952876,0.001947005,0.0006524958,0.0005246654,0.0008627085,0.0007255258],"domain_scores_gemma":[0.9965619,0.002254446,0.0002449148,0.0005767481,0.0001231423,0.0002387798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000126477,0.0002621141,0.9237099,0.00003584264,0.00002610749,0.000005576479,0.001654088,0.00002095214,0.00001025171,0.002192465,0.01108561,0.06087056],"study_design_scores_gemma":[0.000789244,0.0003430137,0.9841884,0.00009780229,0.000006868179,0.000008623419,0.007205346,0.0003253871,7.47772e-7,0.005321431,0.001584425,0.000128669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598063,0.02780267,0.00002474615,0.008470051,0.000515568,0.000893734,0.0000097449,0.00002045709,0.002456693],"genre_scores_gemma":[0.9888992,0.008473438,0.0000369815,0.001871922,0.0002567485,0.0003441678,0.000002870215,0.00001676594,0.0000978981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06074189,"threshold_uncertainty_score":0.9988821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073094406","doi":"10.1016/j.alcr.2013.09.003","title":"Individualization, opportunity and jeopardy in American women's work and family lives: A multi-state sequence analysis","year":2013,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Institute of Gender and Health; Economic and Social Research Council; European Research Council; Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"State (computer science); Sequence (biology); Work (physics); Psychology; Computer science; Engineering; Algorithm","authors":[{"name":"Diana Worts","is_ca":true},{"name":"Amanda Sacker","is_ca":false},{"name":"Anne McMunn","is_ca":false},{"name":"Peggy McDonough","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1107138220230097,"gpt":0.4396533759049548,"spread":0.3289395538819451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003907847,0.0001649163,0.0004245885,0.0007173043,0.0003126759,0.000199947,0.0004077233,0.00006731443,0.00006847742],"category_scores_gemma":[0.001950327,0.0001654849,0.00002516511,0.004722204,0.002661701,0.001054931,0.0002051992,0.0005115963,0.00001152128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002354183,"about_ca_system_score_gemma":0.0004805255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005128922,"about_ca_topic_score_gemma":0.01712474,"domain_scores_codex":[0.9958394,0.001393048,0.0003465637,0.0005636858,0.00088418,0.0009731091],"domain_scores_gemma":[0.9974911,0.001200451,0.0001297249,0.0002863423,0.0003198771,0.0005725637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001360551,0.000112357,0.9424716,0.00001859134,0.00004017624,0.00001266179,0.03211188,0.0002072124,0.000005694862,0.0002073487,0.0000479824,0.02475094],"study_design_scores_gemma":[0.0002977363,0.00005630662,0.8671638,0.0000623157,0.000009453485,1.840284e-7,0.127719,0.0001359365,5.926789e-7,0.001607896,0.002762564,0.0001841738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865175,0.01037155,0.0000604236,0.001036088,0.00004087241,0.0005476732,0.00000908141,0.00004215209,0.001374588],"genre_scores_gemma":[0.9252176,0.07327683,0.0007262626,0.0001399205,0.00004272883,0.0002996442,0.000005465548,0.00001436941,0.0002772016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09560715,"threshold_uncertainty_score":0.9807147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082913240","doi":"10.1016/s1040-2608(04)09010-0","title":"Mapping Social Context on Mental Health Trajectories Through Adulthood","year":2005,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Life course approach; Context (archaeology); Mental health; Psychology; Function (biology); Developmental psychology; Social environment; Gerontology; Sociology; Medicine; Geography; Social science; Psychiatry","authors":[{"name":"Philippa Clarke","is_ca":false},{"name":"Blair Wheaton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1152567454559128,"gpt":0.510541153262427,"spread":0.3952844078065142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003414193,0.0001352305,0.0003255032,0.0001317229,0.002147612,0.00008943976,0.0003853592,0.0001116207,0.0002514212],"category_scores_gemma":[0.0007341171,0.0001326393,0.00006814807,0.0007190505,0.0006914051,0.0008267505,0.00005975565,0.0006604041,0.0001099726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008130834,"about_ca_system_score_gemma":0.001917202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004148601,"about_ca_topic_score_gemma":0.0321882,"domain_scores_codex":[0.9954098,0.001038188,0.0004113916,0.0003509648,0.001343308,0.001446362],"domain_scores_gemma":[0.998538,0.0007572986,0.00008668115,0.0001531161,0.0001489442,0.0003159646],"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":[0.0001499839,0.0004540476,0.01994929,0.0002325352,0.00001847351,0.000007282723,0.2118209,0.00003111649,6.208071e-7,0.4081481,0.04258273,0.3166049],"study_design_scores_gemma":[0.0005435065,0.00007880668,0.008423368,0.0001588616,5.085246e-7,2.948334e-7,0.143548,0.00001180877,0.00000427257,0.001570317,0.8455345,0.0001257889],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1227083,0.06663992,0.0000836405,0.6962597,0.002148661,0.002076126,0.0001022335,0.0001998572,0.1097815],"genre_scores_gemma":[0.9668502,0.0218283,0.0003582665,0.007821389,0.002118743,0.00007808016,0.000007885041,0.00001920728,0.0009179716],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8441419,"threshold_uncertainty_score":0.9991515,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2754401678","doi":"10.1016/j.alcr.2017.09.002","title":"Later-life employment trajectories and health","year":2017,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Public Health Ontario","funders":"European Research Council; Economic and Social Research Council; Medical Research Council; National Institute on Aging; Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; University of Michigan; U.S. Social Security Administration","keywords":"Life course approach; Demographic economics; Demographics; Logistic regression; Health and Retirement Study; Matching (statistics); Work (physics); Cohort; Psychology; Ordered logit; Longitudinal study; Demography; Gerontology; Labour economics; Medicine; Economics; Sociology; Social psychology","authors":[{"name":"Peggy McDonough","is_ca":true},{"name":"Diana Worts","is_ca":true},{"name":"Laurie Corna","is_ca":false},{"name":"Anne McMunn","is_ca":false},{"name":"Amanda Sacker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4470407657523408,"gpt":0.5970757961885655,"spread":0.1500350304362248,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0065389,0.0001274354,0.0002707916,0.00008881962,0.002393521,0.0003690824,0.0006395611,0.00007400237,0.0001178553],"category_scores_gemma":[0.001502966,0.0001175323,0.00003870962,0.0001612527,0.00212491,0.0008436727,0.0002245264,0.0003247983,0.00002849634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002785289,"about_ca_system_score_gemma":0.001027118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009981386,"about_ca_topic_score_gemma":0.03937589,"domain_scores_codex":[0.9964564,0.0005996746,0.000315326,0.0004471678,0.001243521,0.0009378375],"domain_scores_gemma":[0.9983065,0.000267023,0.0001145362,0.0005732093,0.0001583536,0.000580395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004027662,0.000256884,0.9206879,0.00009834211,0.00001510727,0.000005179272,0.009296934,0.000009097704,0.000003327827,0.02794745,0.00191695,0.03972261],"study_design_scores_gemma":[0.000869781,0.0003602753,0.6843031,0.0001962797,0.000005462924,3.440057e-7,0.01992837,0.00001930109,0.00002902091,0.01933118,0.2746717,0.0002851902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8290628,0.02750521,0.0000236787,0.08609411,0.001313314,0.001659114,0.00001785844,0.00008710703,0.05423678],"genre_scores_gemma":[0.9718129,0.02641804,0.00009742933,0.0001991621,0.0004506317,0.0000993426,0.000001945462,0.00001361259,0.0009069657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2727547,"threshold_uncertainty_score":0.9989052,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3173639704","doi":"10.1016/j.alcr.2021.100432","title":"Multiple social roles in early adulthood and later mental health in different labour market contexts","year":2021,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Fifth Framework Programme; Seventh Framework Programme; Bundesministerium für Forschung und Technologie; National Institute on Aging; Max-Planck-Gesellschaft; Ontario Ministry of Research, Innovation and Science; Economic and Social Research Council; Sixth Framework Programme; Bundesministerium für Bildung und Forschung; European Commission","keywords":"Mental health; Psychology; Developmental psychology; Early adulthood; Demographic economics; Young adult; Economics; Psychiatry","authors":[{"name":"Miriam Engels","is_ca":false},{"name":"Morten Wahrendorf","is_ca":false},{"name":"Nico Dragano","is_ca":false},{"name":"Anne McMunn","is_ca":false},{"name":"Christian Deindl","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03617559884359598,"gpt":0.4087541933955634,"spread":0.3725785945519674,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002831994,0.0001554424,0.0004022752,0.0002269769,0.0003243502,0.0000967677,0.0002855713,0.0001401785,0.0001111064],"category_scores_gemma":[0.0007698046,0.0001528041,0.00003390319,0.0007008734,0.0005351736,0.0004792983,0.0002085327,0.0007303561,0.000008413504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003997937,"about_ca_system_score_gemma":0.0006011165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001114025,"about_ca_topic_score_gemma":0.1745888,"domain_scores_codex":[0.9951842,0.002101602,0.0003601187,0.0004994714,0.0008118924,0.001042743],"domain_scores_gemma":[0.9986067,0.0008229635,0.00006469958,0.000155635,0.000134899,0.0002150918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001451353,0.0003838761,0.9327138,0.00005617303,0.000006480357,0.00003486724,0.03987348,0.000003304179,0.00002475601,0.001239671,0.0007373038,0.02478114],"study_design_scores_gemma":[0.001669299,0.00005713526,0.931424,0.0003007067,6.330783e-7,7.203071e-7,0.05021028,0.00001945279,0.00001218122,0.002179392,0.01397079,0.0001554101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9387437,0.03903452,0.000001156862,0.01903199,0.0001940624,0.0004809788,0.0000427151,0.00002289314,0.002448007],"genre_scores_gemma":[0.9503707,0.04848914,0.00007989576,0.0001595053,0.0002703159,0.00007969017,0.000007625149,0.00001800789,0.0005251386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1734748,"threshold_uncertainty_score":0.8404728,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3166994786","doi":"10.1016/j.alcr.2021.100429","title":"Work-family life courses and psychological distress: Evidence from three British birth cohort studies","year":2021,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"H2020 European Research Council; Economic and Social Research Council","keywords":"Psychological distress; Life course approach; Cohort; Logistic regression; Association (psychology); Demography; Psychology; Distress; Cohort study; Clinical psychology; Medicine; Gerontology; Developmental psychology; Mental health; Psychiatry; Sociology","authors":[{"name":"Anne McMunn","is_ca":false},{"name":"Rebecca Lacey","is_ca":false},{"name":"Diana Worts","is_ca":true},{"name":"Diana Kuh","is_ca":false},{"name":"Peggy McDonough","is_ca":true},{"name":"Amanda Sacker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1869283401934846,"gpt":0.4790237680096013,"spread":0.2920954278161166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003602078,0.0002553871,0.0006595743,0.0001125449,0.0007727969,0.0003877589,0.000852043,0.0002585807,0.0002482465],"category_scores_gemma":[0.01292134,0.0002697994,0.00007871391,0.001552396,0.004009654,0.001099004,0.000525069,0.001057849,0.00005767983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001901441,"about_ca_system_score_gemma":0.0005749121,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009109967,"about_ca_topic_score_gemma":0.0448224,"domain_scores_codex":[0.9934573,0.001500709,0.0004970075,0.00122954,0.002076937,0.001238525],"domain_scores_gemma":[0.9916741,0.006111525,0.0001180427,0.0006162096,0.0009184583,0.0005616615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008757625,0.0003022773,0.9637169,0.00004602209,0.0001003655,0.000322564,0.001926637,0.0000366575,0.00001421293,0.0004622618,0.006290229,0.0266943],"study_design_scores_gemma":[0.0004884378,0.00009096256,0.9348813,0.001707058,0.00002410765,0.000003121633,0.03945937,0.000004735868,0.000003712196,0.008864458,0.01413162,0.0003410958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5382192,0.454995,0.00002462265,0.002434111,0.0004624043,0.0003270081,0.00003468708,0.00008262377,0.003420348],"genre_scores_gemma":[0.5610506,0.4371847,0.0004706755,0.0001359411,0.0006258666,0.0001374417,0.000005705992,0.00001911592,0.0003699767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0439114,"threshold_uncertainty_score":0.9999754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022140021","doi":"10.1016/s1040-2608(08)00009-9","title":"Family structure and mothers’ mental health: A life course perspective on stability and change","year":2008,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Life course approach; Psychology; Perspective (graphical); Mental health; Developmental psychology; Construct (python library); Distress; Latent class model; Family life; Psychological distress; Clinical psychology; Sociology; Psychotherapist; Computer science","authors":[{"name":"William R. Avison","is_ca":false},{"name":"Lorraine Davies","is_ca":false},{"name":"Andrea E. Willson","is_ca":false},{"name":"Kim M. Shuey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08283709675582915,"gpt":0.4360280528694929,"spread":0.3531909561136637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001346941,0.00012045,0.0001953142,0.0001101946,0.001042846,0.00005441807,0.0001638007,0.00008192619,0.00004680366],"category_scores_gemma":[0.0004053932,0.0001144759,0.00002590249,0.0003160422,0.001110342,0.0004150455,0.00007795273,0.0004119383,0.000002382637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003622444,"about_ca_system_score_gemma":0.0008277926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004016648,"about_ca_topic_score_gemma":0.01171519,"domain_scores_codex":[0.9974487,0.0005754717,0.0001695188,0.0004164101,0.0008821593,0.0005077085],"domain_scores_gemma":[0.9989094,0.0002940291,0.00005097449,0.0001496337,0.0002772428,0.0003186791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004309284,0.0006460658,0.2081558,0.0001089626,0.00009314868,0.00004043497,0.3877193,0.00009880281,0.0002982919,0.3839746,0.003601371,0.01483228],"study_design_scores_gemma":[0.00189158,0.001162188,0.4178821,0.0003209533,0.00001013509,0.000009258492,0.5280273,0.003539514,0.00002780649,0.01470515,0.03170092,0.0007230532],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477795,0.03360727,0.000008512612,0.01425224,0.0002842812,0.0006395982,0.0001085496,0.00001905139,0.003301027],"genre_scores_gemma":[0.9751351,0.0232812,0.0001038974,0.0009454855,0.0003802906,0.00003776588,0.0000060876,0.00001309681,0.00009699877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3692695,"threshold_uncertainty_score":0.8020836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293473207","doi":"10.1016/j.alcr.2022.100501","title":"When life happens: A multidimensional approach to studying the effects of major life events on relationship change","year":2022,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; American Sociological Association","keywords":"Life course approach; Function (biology); Psychology; Social psychology; Cognitive psychology","authors":[{"name":"Chang Z. Lin","is_ca":true},{"name":"Alexandra Marin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1461247434584203,"gpt":0.4848435544391597,"spread":0.3387188109807394,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003398878,0.0001859943,0.0002848736,0.0005067689,0.0008153568,0.00001304262,0.0006125514,0.0001025014,0.0001270094],"category_scores_gemma":[0.002305306,0.0001484618,0.00008388545,0.001128351,0.0001901349,0.0001864986,0.0004850252,0.001503611,0.0001324379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001478319,"about_ca_system_score_gemma":0.0002051413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008467391,"about_ca_topic_score_gemma":0.00002310689,"domain_scores_codex":[0.9946883,0.002237585,0.0004542475,0.0005315617,0.001465632,0.0006226154],"domain_scores_gemma":[0.9938394,0.004983212,0.0001488547,0.0006413196,0.0001361482,0.000250997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009288178,0.003021949,0.8068087,0.0001803293,0.0002048352,0.00002173495,0.01986866,0.007866542,0.00001483002,0.153178,0.005205567,0.002700106],"study_design_scores_gemma":[0.004515383,0.001568083,0.9365977,0.0002769315,0.0000807447,0.000008094533,0.02423086,0.005464562,0.000004285198,0.005889054,0.02083593,0.0005283791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9308062,0.02932068,0.001316781,0.01171957,0.002807619,0.007649289,0.00006614915,0.00009316189,0.01622054],"genre_scores_gemma":[0.9941391,0.0000983729,0.0006674711,0.000643802,0.0002594537,0.002482533,0.00003627606,0.00004127081,0.001631675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1472889,"threshold_uncertainty_score":0.6532523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401046053","doi":"10.1016/j.alcr.2024.100631","title":"The long-term consequences of school suspension and expulsion on depressive symptoms","year":2024,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Education Discipline and Inequality","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canada Research Chairs","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Aging","keywords":"Term (time); Suspension (topology); Depressive symptoms; Psychology; Developmental psychology; Physics; Psychiatry; Mathematics; Anxiety; Astronomy","authors":[{"name":"Alexia Angton","is_ca":false},{"name":"Michael Niño","is_ca":false},{"name":"Kazumi Tsuchiya","is_ca":true},{"name":"Shauna A. Morimoto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1029053266691442,"gpt":0.5220108564323319,"spread":0.4191055297631877,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003266453,0.00006955836,0.0001148649,0.0001209176,0.0005565956,0.0001476595,0.0002808799,0.00006198363,0.0001022095],"category_scores_gemma":[0.002397587,0.00004613295,0.0000272181,0.0005647352,0.00174524,0.0004765692,0.000088492,0.0003550072,0.00002891548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006738103,"about_ca_system_score_gemma":0.0008767555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002612245,"about_ca_topic_score_gemma":0.001414451,"domain_scores_codex":[0.9976158,0.0007635581,0.0002370053,0.0002633194,0.0007917643,0.0003285153],"domain_scores_gemma":[0.9965944,0.00273947,0.00004668359,0.0002116619,0.0002503573,0.0001574762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001508348,0.0002565195,0.4365064,0.000237396,0.0000373165,0.00003844945,0.01155885,0.00005360507,0.001162813,0.382187,0.002950099,0.1648608],"study_design_scores_gemma":[0.001200881,0.001064512,0.6307635,0.005787457,0.00004914414,0.000007861199,0.1055468,0.0002751954,0.01143899,0.1698124,0.07322678,0.0008265899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9249893,0.05442625,0.000007208163,0.009757405,0.0004450587,0.0003402998,0.000004108631,0.00002154841,0.01000885],"genre_scores_gemma":[0.9659078,0.03306253,0.00001046499,0.00003366934,0.0002451959,0.00004435599,0.000001997557,0.000005931221,0.0006880335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2123746,"threshold_uncertainty_score":0.6430409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206084632","doi":"10.1016/j.alcr.2022.100463","title":"Transition milestones and life satisfaction at ages 25/26 among cohorts born in 1970 and 1989–90","year":2022,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Economic and Social Research Council; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Cohabitation; Cohort; Life course approach; Demography; Life satisfaction; Gerontology; Cohort study; Psychology; Early adulthood; Young adult; Cohort effect; Developmental psychology; Medicine; Sociology; Social psychology; History","authors":[{"name":"Thierry Gagné","is_ca":false},{"name":"Amanda Sacker","is_ca":false},{"name":"Ingrid Schoon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04126915748147333,"gpt":0.4037573346420518,"spread":0.3624881771605785,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002162005,0.0001924963,0.0003305609,0.000437468,0.0004538231,0.00003840967,0.0001285287,0.0001569781,0.0007187555],"category_scores_gemma":[0.000217111,0.0001974493,0.00003641525,0.0006796893,0.0005229873,0.0003649066,0.0001190969,0.000976971,0.00002741705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001618746,"about_ca_system_score_gemma":0.00003956686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00201225,"about_ca_topic_score_gemma":0.002606441,"domain_scores_codex":[0.9962297,0.001389464,0.0004050498,0.0007542102,0.0005987945,0.0006227727],"domain_scores_gemma":[0.9985393,0.0007719903,0.00009212696,0.0003008692,0.00005000033,0.0002457197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005289036,0.0001756387,0.9549809,0.00004580037,0.00002631997,0.0001310484,0.002573136,0.0006904837,0.0001495703,0.001034648,0.001671916,0.03799171],"study_design_scores_gemma":[0.001250987,0.0003669018,0.9846686,0.00004736027,0.00001026238,0.00004219497,0.003682973,0.0001902702,0.000009141067,0.002377902,0.007139971,0.0002134672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755586,0.0174491,0.00003387848,0.00141834,0.0006367592,0.0005610918,0.00002699145,0.00007412671,0.00424115],"genre_scores_gemma":[0.9932896,0.005524763,0.00004640665,0.0002321697,0.0001546588,0.0004092325,0.00002225612,0.00003237299,0.0002885728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03777825,"threshold_uncertainty_score":0.8051748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379742374","doi":"10.1016/j.alcr.2023.100559","title":"Physical, sexual, and psychosocial health impacts of child abuse: Evidence from Ghana","year":2023,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychosocial; Sexual abuse; Physical abuse; Child abuse; Psychological abuse; Psychiatry; Psychological intervention; Life course approach; Child sexual abuse; Medicine; Clinical psychology; Early childhood; Psychology; Poison control; Suicide prevention; Developmental psychology; Environmental health","authors":[{"name":"Eric Y. Tenkorang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09759293339262023,"gpt":0.5032858321086291,"spread":0.4056928987160089,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001401541,0.00015138,0.0003859595,0.0002852145,0.000187517,0.00002883804,0.0003566416,0.00008427376,0.000126787],"category_scores_gemma":[0.0003093197,0.0001418717,0.00004254575,0.001352296,0.0004656516,0.0003651143,0.00008732193,0.0007255766,0.000267682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000042531,"about_ca_system_score_gemma":0.0001928991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00170598,"about_ca_topic_score_gemma":0.002288299,"domain_scores_codex":[0.997098,0.0004837869,0.0003241449,0.0005615598,0.0006776731,0.0008548304],"domain_scores_gemma":[0.997403,0.001614315,0.0001066639,0.0005123491,0.00009760562,0.0002660441],"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":[0.001794925,0.00318827,0.2613997,0.000739127,0.0005405186,0.0001960829,0.1437905,0.0001086708,0.0004810033,0.01140566,0.1078389,0.4685166],"study_design_scores_gemma":[0.003589382,0.001672606,0.9347898,0.001782756,0.00002716695,0.000007963146,0.03123844,0.0001906056,0.0001722005,0.007194171,0.01881144,0.000523456],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.940469,0.04972629,0.000006293233,0.007655082,0.0003351628,0.000399807,0.00006202808,0.00005788288,0.001288478],"genre_scores_gemma":[0.9764184,0.02238172,0.00002904639,0.0002162119,0.0007575184,0.00004680436,0.00001350409,0.00002910501,0.000107681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6733902,"threshold_uncertainty_score":0.578536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3008906421","doi":"10.1016/j.alcr.2020.100328","title":"Looking homeward with the life course: Early origins of adult dwelling satisfaction?","year":2020,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Life course approach; Psychology; Developmental psychology; Context (archaeology); Socioeconomic status; Early childhood; Life satisfaction; Mental health; Educational attainment; Social psychology; Demography; Psychiatry; Sociology; Geography","authors":[{"name":"Markus H. Schafer","is_ca":true},{"name":"Matthew A. Andersson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0566334283518316,"gpt":0.4362200482850706,"spread":0.379586619933239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001900222,0.0001273242,0.0003048017,0.00007622444,0.0007797931,0.000103273,0.0005043297,0.00009547348,0.0001316682],"category_scores_gemma":[0.001464634,0.0000915394,0.00005251539,0.001187348,0.0009883079,0.000611768,0.00006960828,0.0007890585,0.0000370815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001357481,"about_ca_system_score_gemma":0.002051909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01286957,"about_ca_topic_score_gemma":0.01692313,"domain_scores_codex":[0.9962031,0.0006226122,0.0003339309,0.0003171588,0.001634646,0.0008885071],"domain_scores_gemma":[0.996937,0.001644734,0.0001271678,0.0002369303,0.0005270261,0.0005270811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001788279,0.00006442414,0.8305823,0.0002877253,0.00004990411,0.00002064836,0.01801334,0.001563619,0.000002590652,0.136847,0.00154723,0.01084243],"study_design_scores_gemma":[0.001567127,0.0005053281,0.3930254,0.0006882763,0.00006144773,0.000001199285,0.1663829,0.0007077383,0.00005493917,0.001559665,0.4349302,0.0005157176],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8023823,0.01894156,0.0005094674,0.1678742,0.0004929838,0.001128146,0.00002642206,0.0000892241,0.008555737],"genre_scores_gemma":[0.9885067,0.008531467,0.0002295619,0.001859027,0.000703491,0.00004911809,0.000001052261,0.00002027257,0.00009924919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4375568,"threshold_uncertainty_score":0.9937038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3213301693","doi":"10.1016/j.alcr.2021.100452","title":"Who looks on the bright side? Optimistic and pessimistic perceptual-response reflexes over American adulthood","year":2021,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Psychological and Temporal Perspectives Research","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Institute on Aging; National Institutes of Health; John Templeton Foundation","keywords":"Pessimism; Psychology; Demography; Cohort; Perception; Baby boomers; Unconscious mind; Life course approach; Cohort effect; Developmental psychology; Race (biology); Social psychology; Gender studies; Medicine; Population; Sociology; Demographic economics","authors":[{"name":"William Magee","is_ca":true},{"name":"Michael R. Elliott","is_ca":false},{"name":"Marilyn Sinkewicz","is_ca":false},{"name":"Jessica Finlay","is_ca":false},{"name":"Philippa Clarke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09470597696516364,"gpt":0.494846080696516,"spread":0.4001401037313523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002698058,0.0002649795,0.0004319286,0.0002399245,0.0004038535,0.0001385561,0.0005849409,0.0001286677,0.00323689],"category_scores_gemma":[0.004577004,0.0001769106,0.00008609393,0.001224799,0.002732904,0.0001532156,0.0002792501,0.001708181,0.000339639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001232481,"about_ca_system_score_gemma":0.0002668264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001327116,"about_ca_topic_score_gemma":0.00008791648,"domain_scores_codex":[0.9924757,0.003930113,0.0003613043,0.001065995,0.001067941,0.001098872],"domain_scores_gemma":[0.9908431,0.007397657,0.00007750744,0.0009099916,0.0003664563,0.0004053571],"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":[0.0419015,0.009705542,0.07078401,0.0003024625,0.0007796795,0.01213316,0.02607306,0.0003677173,0.004245434,0.353461,0.07728016,0.4029663],"study_design_scores_gemma":[0.002445478,0.002156675,0.8462854,0.0003287323,0.00002118301,0.0001002273,0.03938193,0.0003372662,0.0001473155,0.01895928,0.08917186,0.000664669],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8640972,0.01505797,0.00005643,0.01609536,0.0002203616,0.0005035789,0.00005279595,0.00005146784,0.1038648],"genre_scores_gemma":[0.9881462,0.002594717,0.0001423659,0.0009797447,0.000251595,0.0001856284,0.000005010456,0.00003756668,0.007657173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7755014,"threshold_uncertainty_score":0.9999811,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2058085556","doi":"10.1016/j.alcr.2013.09.002","title":"Influences of family structure experiences on the risk of premarital sexual initiation during adolescence in Cameroon","year":2013,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"Curtin University of Technology; Rockefeller Foundation","keywords":"Perspective (graphical); Socialization; Developmental psychology; Premarital sex; Life course approach; Psychology; Demography; Sexual behavior; Sociology","authors":[{"name":"Estelle Sidze","is_ca":false},{"name":"Barthélémy Kuate Defo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1309798445955522,"gpt":0.5005936624458768,"spread":0.3696138178503245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001962364,0.0001406995,0.0003127292,0.0002690851,0.0003794366,0.000005913799,0.0004099024,0.0001387589,0.000114483],"category_scores_gemma":[0.002394596,0.00008734396,0.00002072479,0.000884308,0.0007970714,0.000554871,0.0001666234,0.001622265,0.00001833847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009849326,"about_ca_system_score_gemma":0.0005520086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00124869,"about_ca_topic_score_gemma":0.0005294419,"domain_scores_codex":[0.9951965,0.002132723,0.000732275,0.00041795,0.0009014905,0.0006190236],"domain_scores_gemma":[0.9971949,0.001432951,0.000377785,0.0004105997,0.0004843352,0.00009942161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001854435,0.0002434063,0.9716446,0.0006876205,0.000006758778,0.000001464131,0.02068297,0.0005806198,0.002710077,0.0005993035,0.00005751472,0.002600259],"study_design_scores_gemma":[0.0003445318,0.0001817316,0.8162025,0.0006949601,0.000001710686,2.207257e-7,0.1804947,0.00009434243,0.0006188649,0.001260009,0.00002869835,0.00007781827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942803,0.002975575,0.000005622095,0.0005570078,0.0002634831,0.001497739,0.0000191988,0.00001074496,0.0003903065],"genre_scores_gemma":[0.998032,0.001313045,0.00006957379,0.00006895824,0.0001995346,0.0002426409,0.000002514758,0.00001189289,0.00005983305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1598117,"threshold_uncertainty_score":0.7048025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410817440","doi":"10.1016/j.alcr.2025.100689","title":"Navigating threads of a young adult life-course: Tangled complexity in the education and work pathways of African university graduates","year":2025,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Mastercard Foundation","keywords":"Life course approach; Course (navigation); Work (physics); Sociology; Mathematics education; Pedagogy; Psychology; Gerontology; Developmental psychology; Medicine; Engineering","authors":[{"name":"Adam Cooper","is_ca":false},{"name":"Andrea Juan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0774467781327397,"gpt":0.4365662897109436,"spread":0.3591195115782039,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002483474,0.00007213793,0.0001828508,0.00008869878,0.0003237759,0.00002829451,0.0004210336,0.00007067192,0.000008508114],"category_scores_gemma":[0.001665651,0.00006614278,0.00003705627,0.002361334,0.001522861,0.0002530909,0.00007062606,0.000450498,7.175381e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000126018,"about_ca_system_score_gemma":0.002176878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004836921,"about_ca_topic_score_gemma":0.01149571,"domain_scores_codex":[0.9978755,0.0008693464,0.0002299331,0.00018978,0.000548301,0.0002871878],"domain_scores_gemma":[0.9980808,0.001031538,0.0001133365,0.0001881636,0.0005030863,0.00008310949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003985299,0.000547155,0.5880357,0.00008616945,0.00001307538,8.401638e-7,0.1374863,0.00002973407,0.000008027188,0.2574244,0.00009830078,0.01623053],"study_design_scores_gemma":[0.000320344,0.00003484268,0.3404977,0.0004690236,0.00001452812,1.569399e-7,0.6340336,0.0002335294,0.00000589613,0.0237363,0.0005596551,0.00009441893],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770842,0.004083999,0.00002289938,0.006995827,0.0001947682,0.0004141051,0.00001352607,0.000009624968,0.01118105],"genre_scores_gemma":[0.9971985,0.002131998,0.0004077488,0.00005427965,0.00004155372,0.00001187047,0.000007089347,0.000003716684,0.0001432641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4965473,"threshold_uncertainty_score":0.731201,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3021057872","doi":"10.1016/j.alcr.2020.100341","title":"Women’s greater late-life depression: Traumatic experiences or GxE?","year":2020,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Depression (economics); Mediation; Psychology; Vulnerability (computing); Mental health; Life course approach; Demography; Health and Retirement Study; Clinical psychology; Gerontology; Developmental psychology; Medicine; Psychiatry","authors":[{"name":"Aniruddha Das","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1561284681994425,"gpt":0.4529689703357767,"spread":0.2968405021363342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007904959,0.0002253449,0.0004066431,0.0001789054,0.0002065998,0.00007728387,0.0007007179,0.0001422482,0.01514196],"category_scores_gemma":[0.0005145055,0.0001642838,0.00006176176,0.0009208751,0.0003413202,0.0004849432,0.0001499202,0.0007471166,0.001431987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005766965,"about_ca_system_score_gemma":0.0002116863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003267655,"about_ca_topic_score_gemma":0.00005521982,"domain_scores_codex":[0.996429,0.0004987667,0.0004648534,0.0007314383,0.0008034693,0.001072445],"domain_scores_gemma":[0.9980283,0.0005986371,0.00007019883,0.0005168587,0.00009516527,0.0006908341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.005079339,0.00146692,0.1464285,0.0004266357,0.0002954182,0.002001616,0.6993165,0.0003726104,0.00007120644,0.003182757,0.02586603,0.1154925],"study_design_scores_gemma":[0.01059275,0.002432921,0.1402612,0.0007042858,0.0000378203,0.00006713127,0.6186063,0.0008339506,0.0006295986,0.001846641,0.2224542,0.001533279],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633149,0.01145188,0.00003319333,0.003035461,0.0004976153,0.0004716906,0.000006104103,0.00009495484,0.02109423],"genre_scores_gemma":[0.995559,0.0007112818,0.00008481447,0.00131417,0.0005911007,0.0009066268,0.000002375609,0.00003867804,0.0007920011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1965882,"threshold_uncertainty_score":0.9993455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385888733","doi":"10.1016/j.alcr.2023.100564","title":"Understanding sibling violence and its impact over the life course: The case of Ghana","year":2023,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Harry Frank Guggenheim Foundation","keywords":"Sibling; Domestic violence; Life course approach; Psychology; Developmental psychology; Sexual violence; Sibling relationship; Psychological intervention; Poison control; Injury prevention; Demography; Clinical psychology; Medicine; Psychiatry; Medical emergency; Sociology; Criminology","authors":[{"name":"Eric Y. Tenkorang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2586217374149875,"gpt":0.5099172378735857,"spread":0.2512955004585982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007346026,0.0001245745,0.0001957894,0.0002968996,0.001280056,0.0001503745,0.0005820612,0.00008606987,0.00009247146],"category_scores_gemma":[0.001331837,0.00007230773,0.00006861229,0.003412267,0.001485243,0.0004921763,0.0001939159,0.0005458006,0.000008573982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004508331,"about_ca_system_score_gemma":0.0006902425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001891275,"about_ca_topic_score_gemma":0.0153784,"domain_scores_codex":[0.9967761,0.0009671034,0.0002603429,0.0003144108,0.0009300503,0.0007519597],"domain_scores_gemma":[0.9958779,0.003350072,0.00009683372,0.000278348,0.0001646027,0.0002322807],"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":[0.000239746,0.0003368453,0.2362537,0.0002713539,0.0004658568,0.0007693619,0.08779719,0.002970557,0.00003723994,0.491876,0.008486994,0.1704951],"study_design_scores_gemma":[0.001089935,0.0003197994,0.08232281,0.0009287238,0.00009751149,0.00003414425,0.7610177,0.00936709,0.00001939627,0.1381883,0.006089757,0.0005248331],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9008108,0.0843816,0.0000499727,0.008259796,0.0003458096,0.0005451032,0.00004143203,0.00006017716,0.005505244],"genre_scores_gemma":[0.9472604,0.05237347,0.000006890624,0.00004852588,0.0001820446,0.00002947327,0.000001231507,0.00001029076,0.00008769662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6732205,"threshold_uncertainty_score":0.9845286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416715880","doi":"10.1016/j.alcr.2025.100712","title":"The impact of educational and work trajectories on wellbeing in midlife: A comparison of Canada and Germany","year":2025,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Life course approach; Odds; German; Welfare; Welfare state; Affect (linguistics); Work (physics)","authors":[{"name":"Johanna Turgetto","is_ca":false},{"name":"Janine Jongbloed","is_ca":false},{"name":"Wolfgang Lauterbach","is_ca":false},{"name":"Lesley Andres","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03828905933344832,"gpt":0.4735833648777561,"spread":0.4352943055443078,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009193554,0.00008007944,0.0002029733,0.0001500745,0.00009948237,0.00001137152,0.0001264807,0.00006047065,0.00004011928],"category_scores_gemma":[0.0005951592,0.0000565137,0.00001858947,0.000595874,0.000365673,0.00005065187,0.00002864296,0.0004080269,6.312699e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008546621,"about_ca_system_score_gemma":0.000361275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06184211,"about_ca_topic_score_gemma":0.09184512,"domain_scores_codex":[0.998584,0.0003852129,0.0003012762,0.0002092241,0.0002337279,0.0002865421],"domain_scores_gemma":[0.9957828,0.003837192,0.00007067435,0.0001828362,0.00006752367,0.00005897652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004589114,0.0001620139,0.9692116,0.00002472231,0.00002839998,0.000001251292,0.0006519302,0.000381045,0.00002386563,0.013344,0.002365638,0.01334658],"study_design_scores_gemma":[0.0003573682,0.0001290089,0.9916317,0.000139006,0.000002140883,5.829378e-7,0.001203164,0.00004508859,0.00001928176,0.005564885,0.0008610263,0.00004677307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671817,0.0163898,0.000003284181,0.001276236,0.0002851911,0.00016744,0.000005144228,0.000002196846,0.01468898],"genre_scores_gemma":[0.9987777,0.0007297654,0.00001620635,0.00002031239,0.00003983729,0.00003127841,0.000001189917,0.00000411977,0.0003796217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03159594,"threshold_uncertainty_score":0.9444051,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402293390","doi":"10.1016/j.alcr.2024.100640","title":"Childhood poverty trajectories and trajectories of healthcare contacts in adolescence and young adulthood","year":2024,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Faculdade de Ciências da Saúde, Universidade de Macau; Helsefonden; Shanxi Datong University","keywords":"Poverty; Developmental psychology; Early adulthood; Psychology; Health care; Late childhood; Demography; Young adult; Sociology; Economic growth; Economics","authors":[{"name":"Sanne Pagh Møller","is_ca":false},{"name":"Andrea E. Willson","is_ca":true},{"name":"Lau Caspar Thygesen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1112595553109212,"gpt":0.4999857585887087,"spread":0.3887262032777875,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001876213,0.0001638418,0.0004164189,0.0004480154,0.0004777749,0.00002329089,0.0001637602,0.0002353985,0.00003674699],"category_scores_gemma":[0.001200794,0.0001524826,0.00002551997,0.0009927342,0.0003582173,0.0007148975,0.0001461616,0.001848312,0.0000082843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001555034,"about_ca_system_score_gemma":0.001380211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002984004,"about_ca_topic_score_gemma":0.02780396,"domain_scores_codex":[0.9965427,0.0009347236,0.0006865509,0.0004689509,0.0005560842,0.0008109894],"domain_scores_gemma":[0.9976847,0.001453745,0.00008016614,0.0002307966,0.0002634214,0.0002872329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001845017,0.0001517981,0.8675237,0.00527978,0.00001226691,0.00002807033,0.04258139,0.000007141722,0.0000137046,0.07805323,0.0003123544,0.005852069],"study_design_scores_gemma":[0.001139781,0.0003499814,0.9347836,0.005298605,0.000009163461,0.00000532222,0.04256683,0.0002761481,0.00001460916,0.009380488,0.005973449,0.0002019969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8342692,0.1516311,0.00001323107,0.009753222,0.001244312,0.001616755,0.0002159654,0.00007055543,0.001185628],"genre_scores_gemma":[0.9664642,0.03273861,0.0001791379,0.0001913976,0.0002063312,0.0001330348,0.00001356624,0.00002148313,0.00005219943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.132195,"threshold_uncertainty_score":0.9899361,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416543006","doi":"10.1016/j.alcr.2025.100709","title":"Linking family ties and young adults’ college attainment: Differences between immigrant and non-immigrant children","year":2025,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; National Institute on Aging; Social Sciences and Humanities Research Council of Canada; University of North Carolina; Bowling Green State University","keywords":"Closeness; Immigration; Socioemotional selectivity theory; Interpersonal ties; Socioeconomic status; Association (psychology); Solidarity; Family ties; Mainstream","authors":[{"name":"Gabrielle Juteau","is_ca":false},{"name":"Jenjira Yahirun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03162776324118811,"gpt":0.3966308259114929,"spread":0.3650030626703048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004486121,0.0001874383,0.000422775,0.0005114493,0.001617392,0.0002930819,0.0006033253,0.000199201,0.00001678723],"category_scores_gemma":[0.0007900166,0.0001705183,0.0000512117,0.001341087,0.002303216,0.0007390777,0.0004394305,0.000869571,0.00001341232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001179022,"about_ca_system_score_gemma":0.0005832204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02921554,"about_ca_topic_score_gemma":0.03901319,"domain_scores_codex":[0.9957204,0.0007653206,0.0003899213,0.0005892769,0.001475976,0.001059106],"domain_scores_gemma":[0.9980635,0.001066578,0.00006043285,0.0002395997,0.0002730536,0.0002968296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008968674,0.00006981978,0.9467897,0.0001251946,0.00004401378,0.00001236062,0.009388969,0.000001485205,0.00001886012,0.005704288,0.0002475759,0.03750803],"study_design_scores_gemma":[0.0008316208,0.0001134913,0.9384587,0.0006502942,0.00001755706,6.575261e-7,0.04620523,0.00008232624,0.00001907641,0.008375379,0.005021542,0.0002240621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9503856,0.03609458,0.00003473242,0.002968519,0.0002216787,0.0008719774,0.00004744013,0.0000331329,0.009342371],"genre_scores_gemma":[0.9410267,0.05636717,0.0000578358,0.00004119866,0.0003349898,0.00009067881,0.000007347674,0.00001146567,0.002062625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03728396,"threshold_uncertainty_score":0.9996824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}