{"meta":{"query_hash":"dd4c73a65977","filters":{"venue":"The Future of Children"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/dd4c73a65977","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Future+of+Children"},"results":[{"id":"W2050306497","doi":"10.1353/foc.2006.0013","title":"Making It in America: Social Mobility in the Immigrant Population","year":2006,"lang":"en","type":"article","venue":"The Future of Children","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":120,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Earnings; Demographic economics; Ethnic group; Wage; Disadvantage; Population; Economics; Labour economics; Demography; Geography; Political science; Sociology","score_opus":0.029462964587191044,"score_gpt":0.34300040451610364,"score_spread":0.3135374399289126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050306497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8303136,0.038075633,0.00012791087,0.10558462,0.0013812301,0.000031403597,0.0007105682,0.000011880898,0.02376315],"genre_scores_gemma":[0.91465056,0.059688844,0.00021004051,0.015982807,0.0010928413,0.00006762138,0.0005791606,0.000012470749,0.0077156266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995896,0.00011495739,0.00002329928,0.000035619305,0.00007102056,0.00016548306],"domain_scores_gemma":[0.9995184,0.000073485935,0.00009399576,0.000012740599,0.000075623866,0.00022566976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095681386,0.00020159342,0.00027207626,0.0018115599,0.0046336134,0.002802992,0.000478721,0.0015947911,0.002560442],"category_scores_gemma":[0.0012095195,0.00023102686,0.00029126895,0.0032767605,0.001690907,0.0044301087,0.0024100638,0.0023389037,0.00027341966],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009232816,0.0003349386,0.4677595,0.00034385727,0.00007700143,0.0017477218,0.2790504,0.00013144634,0.00054463826,0.03074911,0.08350983,0.1356592],"study_design_scores_gemma":[0.000014825061,0.00015892483,0.49468985,0.0006973011,0.00003560233,0.00088071206,0.34834832,0.00015098361,0.00007962699,0.0036183544,0.15126659,0.000058884852],"about_ca_topic_score_codex":0.0989138,"about_ca_topic_score_gemma":0.17502598,"teacher_disagreement_score":0.0989138,"about_ca_system_score_codex":0.0015597838,"about_ca_system_score_gemma":0.0021430473,"threshold_uncertainty_score":0.19667608},"labels":[],"label_agreement":null},{"id":"W2098039463","doi":"10.1353/foc.2005.0002","title":"Health Disparities and Gaps in School Readiness","year":2005,"lang":"en","type":"article","venue":"The Future of Children","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":222,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health equity; Affect (linguistics); Attention deficit hyperactivity disorder; Child health; Psychology; Asthma; Cognition; Developmental psychology; Clinical psychology; Medicine; Public health; Gerontology; Psychiatry; Family medicine; Nursing","score_opus":0.03516650896923377,"score_gpt":0.38979717168871647,"score_spread":0.3546306627194827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098039463","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2525505,0.06338718,0.001889398,0.41701263,0.0014147954,0.00006648036,0.00070765987,0.00007093081,0.26290032],"genre_scores_gemma":[0.9491082,0.024115045,0.0008450244,0.01230471,0.00051866355,0.00004408041,0.00024779997,0.000017915032,0.012798541],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991116,0.00020656375,0.000031707074,0.000060976912,0.00019932163,0.00038984622],"domain_scores_gemma":[0.9979576,0.0009031994,0.00034900516,0.00005843148,0.00030077447,0.00043095706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012809468,0.00022796655,0.0002443693,0.0021932956,0.0017958046,0.0020319403,0.00034548534,0.0009817437,0.007533731],"category_scores_gemma":[0.004277975,0.00011776188,0.0004895763,0.0017655728,0.0016379077,0.0023766535,0.002469486,0.0015816115,0.0003629544],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053527107,0.00021000064,0.29609573,0.0004422036,0.00011669395,0.00054489815,0.018935952,0.0013715398,0.0002219966,0.28676948,0.09898131,0.29625675],"study_design_scores_gemma":[0.000020687237,0.0001375443,0.44498348,0.0029149791,0.00015862257,0.000982749,0.047958158,0.0013291499,0.00041294965,0.16371177,0.3373392,0.00005075264],"about_ca_topic_score_codex":0.018697094,"about_ca_topic_score_gemma":0.0366616,"teacher_disagreement_score":0.018697094,"about_ca_system_score_codex":0.0025628412,"about_ca_system_score_gemma":0.003425306,"threshold_uncertainty_score":0.03717649},"labels":[],"label_agreement":null},{"id":"W2111007464","doi":"10.1353/foc.2012.0008","title":"The Economic Costs of Childhood Disability","year":2012,"lang":"en","type":"article","venue":"The Future of Children","topic":"Family and Disability Support Research","field":"Psychology","cited_by":238,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Environmental health; Psychology; Medicine; Economic growth; Economics","score_opus":0.011111029998434352,"score_gpt":0.3026322044708137,"score_spread":0.29152117447237935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111007464","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0119264005,0.9372132,0.00027145367,0.016054552,0.0013570453,0.00004118881,0.0015411316,0.000008587297,0.031586427],"genre_scores_gemma":[0.07252373,0.9210544,0.0003205771,0.0027101734,0.00075595727,0.000049908504,0.0007265181,0.0000073869837,0.0018514069],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99761826,0.00087964756,0.00026446866,0.00012350181,0.00084926374,0.00026483036],"domain_scores_gemma":[0.99451655,0.003312397,0.001128233,0.000096838885,0.0007063737,0.00023964151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014179196,0.00053432985,0.00071612524,0.00302285,0.0006071467,0.0023515811,0.000460952,0.0011029257,0.008543499],"category_scores_gemma":[0.01427333,0.00023982585,0.0009885224,0.004376513,0.0010067726,0.0017882404,0.0016566252,0.0019380592,0.00059991196],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025529668,0.00010004706,0.019299349,0.022157487,0.0010510997,0.0008123678,0.0007350108,0.001668345,0.000104681654,0.052336555,0.114132255,0.78734744],"study_design_scores_gemma":[0.00009244477,0.00019029964,0.11693056,0.07398237,0.0011396668,0.0038859448,0.002508299,0.00027631986,0.0003020424,0.02906855,0.77153194,0.000091624985],"about_ca_topic_score_codex":0.012642424,"about_ca_topic_score_gemma":0.01591541,"teacher_disagreement_score":0.012642424,"about_ca_system_score_codex":0.003588716,"about_ca_system_score_gemma":0.0032353494,"threshold_uncertainty_score":0.028580844},"labels":[],"label_agreement":null},{"id":"W2145816081","doi":"10.1353/foc.2012.0006","title":"Prevention of Disability in Children: Elevating the Role of Environment","year":2012,"lang":"en","type":"article","venue":"The Future of Children","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child and Family Research Institute","funders":"","keywords":"Environmental health; Focus (optics); Public health; Psychology; Medicine; Public relations; Gerontology; Political science; Nursing","score_opus":0.010649984096972072,"score_gpt":0.2523812200670292,"score_spread":0.2417312359700571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145816081","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033173487,0.29551765,0.006707528,0.5764385,0.004765494,0.000095526586,0.00016999581,0.00021328943,0.0829185],"genre_scores_gemma":[0.3817089,0.4438306,0.016606959,0.13830765,0.0052280407,0.00037115978,0.00012151583,0.00014506029,0.013680242],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954847,0.0021703367,0.00016584236,0.00045475355,0.00086843065,0.00085603324],"domain_scores_gemma":[0.99273175,0.0040901494,0.0007017699,0.00021045891,0.0010747627,0.001191033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037053034,0.000822932,0.0011584008,0.0018127527,0.0030007688,0.005592218,0.0014897656,0.0053623347,0.005757066],"category_scores_gemma":[0.009755455,0.00034014095,0.0010631421,0.00077390095,0.007578138,0.006582359,0.010453064,0.006684253,0.0008512914],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001915418,0.0011584108,0.04548888,0.0050487244,0.00036242366,0.0027541146,0.015103801,0.0017811713,0.0012536038,0.13970064,0.09681581,0.6903409],"study_design_scores_gemma":[0.00012897444,0.000925797,0.05501855,0.021688797,0.00043500031,0.0033604545,0.019016428,0.00080347346,0.0019911865,0.19652653,0.69990385,0.00020091962],"about_ca_topic_score_codex":0.017812563,"about_ca_topic_score_gemma":0.030122263,"teacher_disagreement_score":0.017812563,"about_ca_system_score_codex":0.00366476,"about_ca_system_score_gemma":0.008147477,"threshold_uncertainty_score":0.035417736},"labels":[],"label_agreement":null},{"id":"W2149734665","doi":"10.1353/foc.2011.0015","title":"Policies to Assist Parents with Young Children","year":2011,"lang":"en","type":"article","venue":"The Future of Children","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Parental leave; Psychological intervention; Early childhood education; Economic growth; Work (physics); Political science; Psychology; Medicine; Nursing; Economics","score_opus":0.011775955919266926,"score_gpt":0.2553263297600324,"score_spread":0.24355037384076547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149734665","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015511874,0.012092922,0.0022331714,0.711531,0.010467199,0.0002269019,0.000389036,0.00050158956,0.24704632],"genre_scores_gemma":[0.22246243,0.027006682,0.011780271,0.48097146,0.004169572,0.0008742941,0.0009401981,0.00021218031,0.25158286],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9960908,0.0012786284,0.00014384114,0.0002399989,0.00095963175,0.0012870526],"domain_scores_gemma":[0.99044156,0.0029006035,0.00089889247,0.0004922111,0.0011976452,0.00406908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004904372,0.0004451011,0.00021763094,0.00087078504,0.0044785263,0.0023936566,0.0013038992,0.006436956,0.019720381],"category_scores_gemma":[0.018850433,0.00032377368,0.00049556996,0.00056941545,0.0019489133,0.0029800436,0.005005029,0.005370064,0.004184407],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024171291,0.00023463182,0.010131659,0.00018755317,0.000013501162,0.0004940275,0.0069559035,0.00033427842,0.0003577278,0.08318912,0.74708885,0.15098849],"study_design_scores_gemma":[0.000026438662,0.00004990753,0.0065543302,0.00046158,0.0000102314225,0.00019193426,0.0033664925,0.000092393675,0.0001925444,0.005667136,0.9833682,0.00001872507],"about_ca_topic_score_codex":0.062597916,"about_ca_topic_score_gemma":0.09220151,"teacher_disagreement_score":0.062597916,"about_ca_system_score_codex":0.0038708157,"about_ca_system_score_gemma":0.028052924,"threshold_uncertainty_score":0.124467134},"labels":[],"label_agreement":null},{"id":"W252808284","doi":"","title":"Four Commentaries: Looking to the Future","year":2004,"lang":"en","type":"article","venue":"The Future of Children","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Workforce; Poverty; Economic growth; Diversity (politics); Working poor; Immigration policy; Political science; Quarter (Canadian coin); Demographic economics; Business; Economics; Geography; Law","score_opus":0.009216981341224298,"score_gpt":0.2762051318080351,"score_spread":0.2669881504668108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W252808284","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023366252,0.00038026643,0.00005318028,0.9864162,0.009945234,0.0000095006335,0.00005896876,0.000012741873,0.0028902425],"genre_scores_gemma":[0.0024485227,0.00023963553,0.00005264099,0.98914844,0.004368524,0.000031519463,0.000021185519,0.000021197888,0.0036681863],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98360693,0.00583395,0.0009498794,0.0022281269,0.0042622904,0.0031187837],"domain_scores_gemma":[0.9369454,0.038319215,0.0025560388,0.0013309534,0.01650254,0.0043458063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017946912,0.0012656148,0.0011666601,0.001737973,0.01617575,0.008514708,0.006658594,0.057218537,0.021145869],"category_scores_gemma":[0.09595321,0.00081429334,0.002341959,0.0021929375,0.01006126,0.017629774,0.0071771676,0.0633536,0.0054148114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012162005,0.000005325565,0.00015972856,0.000058488688,0.0000039406464,0.00024410669,0.0016189083,0.00002087775,0.00004360481,0.006186197,0.9904579,0.0011887165],"study_design_scores_gemma":[0.00002201206,0.000010361502,0.00059426815,0.0004991913,0.000013745846,0.00020474623,0.011801251,0.00012963811,0.00018980044,0.0064302455,0.9800131,0.000091603026],"about_ca_topic_score_codex":0.0594115,"about_ca_topic_score_gemma":0.05951076,"teacher_disagreement_score":0.0594115,"about_ca_system_score_codex":0.016457452,"about_ca_system_score_gemma":0.022102948,"threshold_uncertainty_score":0.11940771},"labels":[],"label_agreement":null}]}