{"meta":{"query_hash":"4d5ab4c812f9","filters":{"venue":"The Journal of Aging and Social Change"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/4d5ab4c812f9","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Journal+of+Aging+and+Social+Change"},"results":[{"id":"W2804911875","doi":"10.18848/2576-5310/cgp/v08i03/1-16","title":"Evaluating Age-Friendliness: A Case Example of a Baseline Assessment of One Mid-Sized Canadian City","year":2018,"lang":"en","type":"article","venue":"The Journal of Aging and Social Change","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"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":"Baseline (sea); Psychology; Demography; Geography; Political science; Sociology; Law","score_opus":0.21528318151759354,"score_gpt":0.4163322683071273,"score_spread":0.20104908678953373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804911875","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":[0.99076194,0.00020739893,0.000526973,0.0010543833,0.000029569275,0.00039111444,0.0011239105,0.000016662614,0.0058880975],"genre_scores_gemma":[0.9922097,0.00027839837,0.002475915,0.00029666512,0.000013657649,0.00017792195,0.00073944207,0.000018127472,0.0037902514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976494,0.00043284937,0.000077155164,0.0002062825,0.0008644583,0.0007697668],"domain_scores_gemma":[0.99351597,0.00043713485,0.00023882258,0.00021803456,0.004499488,0.0010906003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029021255,0.0006332956,0.0006869822,0.002220149,0.010896401,0.0020746822,0.0018482325,0.0013467536,0.0017264837],"category_scores_gemma":[0.0052852132,0.00034943924,0.0007219308,0.0040562483,0.0011634938,0.0007638402,0.0017638904,0.0020298276,0.00034839296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005372339,0.0023679978,0.7512955,0.00029031042,0.00017876553,0.008873334,0.14144912,0.0024561763,0.0023464686,0.0025959678,0.016285049,0.0713241],"study_design_scores_gemma":[0.000034556422,0.0006147417,0.7821269,0.00017710369,0.00008893442,0.0007586046,0.19172758,0.0026865886,0.0009232318,0.00041499236,0.020336471,0.00011041689],"about_ca_topic_score_codex":0.98386407,"about_ca_topic_score_gemma":0.9949122,"teacher_disagreement_score":0.04436,"about_ca_system_score_codex":0.04436,"about_ca_system_score_gemma":0.04269421,"threshold_uncertainty_score":0.32185578},"labels":[],"label_agreement":null},{"id":"W4386636428","doi":"10.18848/2576-5310/cgp/v13i02/103-128","title":"Exploring Intersections of Age, Gender, Immigration, Ethnicity, and Widowhood among Older Chinese Immigrants in Canada","year":2023,"lang":"en","type":"article","venue":"The Journal of Aging and Social Change","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Ethnic group; Demography; Demographic economics; Gerontology; Geography; Sociology; Medicine; Economics","score_opus":0.08191829035458964,"score_gpt":0.30121045497115484,"score_spread":0.2192921646165652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386636428","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":[0.9981699,0.0002781542,0.000041119092,0.0002686549,0.000009509748,0.000013786826,0.00022827226,0.0000016216857,0.0009889757],"genre_scores_gemma":[0.998336,0.00036886416,0.000098843775,0.00013235415,0.000003932677,0.000018219493,0.00020095403,0.000002964031,0.000837809],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.998831,0.00013380728,0.00006623056,0.00011762414,0.00015669638,0.00069465756],"domain_scores_gemma":[0.9979081,0.00021618238,0.0002740924,0.000055173758,0.00081172254,0.0007348172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014305129,0.00046141955,0.00067663105,0.0022413959,0.011022238,0.0032586697,0.0016566016,0.00064092904,0.002718254],"category_scores_gemma":[0.0028507388,0.00037215132,0.00091411226,0.0057814466,0.0018165559,0.0014260672,0.003352894,0.0014915138,0.00018676938],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083183935,0.00008494926,0.9465143,0.00003918165,0.000052251187,0.00021073884,0.044103876,0.0000591417,0.00013219405,0.0005996127,0.00077572523,0.0073449137],"study_design_scores_gemma":[0.0000063439943,0.000040585244,0.7595438,0.00014135899,0.00006254775,0.000067852474,0.23762716,0.00033006084,0.000066288005,0.00022525362,0.0018591064,0.000029677683],"about_ca_topic_score_codex":0.9924003,"about_ca_topic_score_gemma":0.9978387,"teacher_disagreement_score":0.032155316,"about_ca_system_score_codex":0.032155316,"about_ca_system_score_gemma":0.07343278,"threshold_uncertainty_score":0.23330426},"labels":[],"label_agreement":null},{"id":"W4403294283","doi":"10.18848/2576-5310/cgp/v14i02/61-84","title":"“I Don’t Want to Be a Burden!”: Later-Life Immigration and Canada’s PGP Immigration Program","year":2024,"lang":"en","type":"article","venue":"The Journal of Aging and Social Change","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Political science; Demographic economics; Gerontology; Medicine; Economics; Law","score_opus":0.03064472860442287,"score_gpt":0.3068338309975589,"score_spread":0.27618910239313604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403294283","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":[0.3067339,0.0026393721,0.00024393653,0.5940647,0.0042525134,0.00056133664,0.002489198,0.00008971905,0.08892542],"genre_scores_gemma":[0.6075424,0.0034520451,0.0011281683,0.21817802,0.000730289,0.0007233762,0.0016411246,0.00013435754,0.16647029],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.991975,0.00065730914,0.00015279025,0.0002414669,0.001213504,0.0057599205],"domain_scores_gemma":[0.9702684,0.0009021265,0.0003953878,0.00018577477,0.0041812877,0.02406701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004806034,0.00042677665,0.00061191653,0.0013087278,0.04095188,0.008102065,0.0042251186,0.008269998,0.01504277],"category_scores_gemma":[0.013782136,0.0006793724,0.000906831,0.0019037476,0.002820331,0.0028592136,0.008288207,0.012514459,0.0011443583],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000219566,0.0013161792,0.13010079,0.00013999495,0.00007021694,0.0011630326,0.026405446,0.000354209,0.00035615533,0.013793177,0.7511737,0.07490765],"study_design_scores_gemma":[0.00029373856,0.00027437732,0.3833182,0.0010737728,0.00013225511,0.00034552367,0.15757489,0.0007224593,0.0003322853,0.0021398885,0.45356172,0.00023090858],"about_ca_topic_score_codex":0.994653,"about_ca_topic_score_gemma":0.9988048,"teacher_disagreement_score":0.107291944,"about_ca_system_score_codex":0.107291944,"about_ca_system_score_gemma":0.44757512,"threshold_uncertainty_score":0.7784612},"labels":[],"label_agreement":null},{"id":"W4409919878","doi":"10.18848/2576-5310/cgp/v15i01/137-158","title":"Migrant Agency and Community Cultural Wealth: Experiences of Sponsored Older Chinese Immigrants in Canada","year":2025,"lang":"en","type":"article","venue":"The Journal of Aging and Social Change","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Agency (philosophy); Sociology; Chinese americans; Gender studies; Political science; Gerontology; Economic growth; Medicine; Social science; Economics","score_opus":0.04454063220700957,"score_gpt":0.3229775306372389,"score_spread":0.27843689843022934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409919878","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":[0.9960129,0.00032725936,0.000017157698,0.0008607799,0.000031851516,0.000016863525,0.00005392099,0.000001833657,0.0026774297],"genre_scores_gemma":[0.99561787,0.0004881966,0.000037303133,0.00055380026,0.00001273478,0.000014967151,0.000054486816,0.000004594711,0.0032162052],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982503,0.00028575628,0.000047790436,0.00008515343,0.00020492062,0.0011259934],"domain_scores_gemma":[0.9971103,0.00020656642,0.00026295643,0.000039243987,0.00056450174,0.0018164648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010919684,0.0004255192,0.00064078433,0.001252474,0.024837732,0.0049677715,0.001261583,0.0011276675,0.003656124],"category_scores_gemma":[0.0025552427,0.0003307989,0.00039069998,0.0023494062,0.0043147067,0.00153809,0.0066358144,0.0026596312,0.00023536505],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011727586,0.00015234307,0.0984112,0.000055547695,0.000020962712,0.0017680975,0.8875855,0.000026473357,0.00029582425,0.000801675,0.00284793,0.007917219],"study_design_scores_gemma":[0.0000035745566,0.000027951646,0.024513304,0.00003693525,0.000008685374,0.00015599857,0.97171783,0.000018914076,0.000021526068,0.000041824595,0.0034412078,0.000012157984],"about_ca_topic_score_codex":0.9368545,"about_ca_topic_score_gemma":0.9807233,"teacher_disagreement_score":0.06314552,"about_ca_system_score_codex":0.020328749,"about_ca_system_score_gemma":0.037444554,"threshold_uncertainty_score":0.14749604},"labels":[],"label_agreement":null}]}