{"meta":{"query_hash":"1c7d6f843bba","filters":{"venue":"Urban health and wellbeing"},"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/1c7d6f843bba","api":"https://metacan.xera.ac/api/v1/cohort?venue=Urban+health+and+wellbeing"},"results":[{"id":"W4241434119","doi":"10.1007/978-981-10-3364-3","title":"Advancing Health and Wellbeing in the Changing Urban Environment","year":2017,"lang":"en","type":"book","venue":"Urban health and wellbeing","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Perspective (graphical); Environmental planning; Urban environment; Engineering ethics; Political science; Sociology; Regional science; Geography; Engineering; Computer science","score_opus":0.01851012555429077,"score_gpt":0.26900113479167637,"score_spread":0.2504910092373856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241434119","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":[0.0012666758,0.38674858,0.0044054505,0.23482029,0.017360393,0.000043035234,0.00026303213,0.00018256532,0.35491],"genre_scores_gemma":[0.042928703,0.5226956,0.006823069,0.07284317,0.0241975,0.00017355224,0.00034255465,0.00020560955,0.3297903],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992987,0.00029275933,0.000020916732,0.000044567707,0.0002516797,0.000091337264],"domain_scores_gemma":[0.99880207,0.0007295261,0.000068590176,0.000051250263,0.00011682646,0.00023173724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001383045,0.000925384,0.0007301317,0.0010212832,0.00136566,0.008359197,0.0006729641,0.0034951982,0.012361084],"category_scores_gemma":[0.0022107984,0.00025256234,0.0003106887,0.0025655045,0.0064380993,0.0071370155,0.004322588,0.0053067855,0.0033717395],"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":[0.000010709104,0.000033813212,0.00025580707,0.00031697468,0.000011140114,0.00005018,0.0017595865,0.00034876546,0.00012896012,0.3671095,0.5090169,0.12095765],"study_design_scores_gemma":[0.0000023307316,0.000007119663,0.0003593414,0.0004350696,0.0000026882951,0.000042839478,0.0012533542,0.0000741053,0.000040635565,0.17462929,0.82314545,0.000007773189],"about_ca_topic_score_codex":0.006366457,"about_ca_topic_score_gemma":0.01856235,"teacher_disagreement_score":0.012361084,"about_ca_system_score_codex":0.0029881187,"about_ca_system_score_gemma":0.005444723,"threshold_uncertainty_score":0.041351914},"labels":[],"label_agreement":null},{"id":"W4386320486","doi":"10.1007/978-981-19-8163-0","title":"Cities Under COVID-19: A Systems Perspective","year":2023,"lang":"en","type":"book","venue":"Urban health and wellbeing","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Perspective (graphical); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Virology; Computer science; Biology; Medicine; Artificial intelligence; Outbreak; Infectious disease (medical specialty)","score_opus":0.26291189357709716,"score_gpt":0.4356837039727437,"score_spread":0.17277181039564654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386320486","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036214036,0.04446434,0.033842638,0.11959472,0.0045241993,0.00009035649,0.004089098,0.00029020043,0.7894831],"genre_scores_gemma":[0.34672266,0.20374371,0.064658314,0.015399389,0.01118273,0.0013120584,0.008569152,0.00073659216,0.34767535],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991172,0.0004683886,0.00004351635,0.00006621443,0.00023243329,0.00007224508],"domain_scores_gemma":[0.99797434,0.0012796272,0.0001396036,0.00012331718,0.00038423226,0.000098907716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019637987,0.0007032693,0.0005366791,0.0030992918,0.0016475949,0.0073313243,0.0013345978,0.0010324165,0.01892044],"category_scores_gemma":[0.004321917,0.0004919096,0.0004318118,0.009278856,0.0037942918,0.0067642997,0.002725895,0.0026860621,0.002067376],"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":[0.0000028453055,0.0000044084127,0.00024872998,0.00007288412,0.0000036651143,0.000012484709,0.00022419018,0.00059024064,0.000011339608,0.8968938,0.087231584,0.014703851],"study_design_scores_gemma":[0.0000044789385,0.000008732714,0.0016807164,0.0002491492,0.0000074707264,0.000049098788,0.0013962768,0.0009871476,0.000058084643,0.43665463,0.55889416,0.00001016233],"about_ca_topic_score_codex":0.0454436,"about_ca_topic_score_gemma":0.05826914,"teacher_disagreement_score":0.0454436,"about_ca_system_score_codex":0.007076362,"about_ca_system_score_gemma":0.005041887,"threshold_uncertainty_score":0.09035814},"labels":[],"label_agreement":null},{"id":"W4386320552","doi":"10.1007/978-981-19-8163-0_4","title":"CANADA: Examining the Response to the COVID-19 Pandemic in the City of London and Middlesex County Using a Systems Approach—What Lessons Can We Learn?","year":2023,"lang":"en","type":"book-chapter","venue":"Urban health and wellbeing","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Pandemic; Distancing; Coronavirus disease 2019 (COVID-19); Government (linguistics); Action (physics); Action plan; Crisis response; Public relations; Public health; Political science; 2019-20 coronavirus outbreak; Social distance; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Public administration; Business; Medicine; Economics; Virology; Management; Nursing","score_opus":0.25999181093127993,"score_gpt":0.41494082654222747,"score_spread":0.15494901561094754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386320552","genre_codex":"other","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":[0.33964258,0.04005149,0.0014774234,0.23150747,0.0018712387,0.00063873036,0.013470201,0.00025566653,0.37108526],"genre_scores_gemma":[0.7814603,0.03477223,0.0038353552,0.015662849,0.00021157273,0.00025662073,0.0034179278,0.00021917134,0.16016398],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9979346,0.000243389,0.000046364727,0.00008377796,0.0006300857,0.0010618009],"domain_scores_gemma":[0.9981342,0.00021526226,0.00009866333,0.000023188582,0.0008695678,0.00065916905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010262002,0.00058318954,0.00055610767,0.002414741,0.011855026,0.009949158,0.0031027426,0.0022631472,0.007655616],"category_scores_gemma":[0.0030594089,0.0006219498,0.00074428035,0.009019525,0.003974591,0.0019068288,0.003202057,0.0024505835,0.0006032294],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018697508,0.00015215382,0.0945369,0.0021734484,0.0002170155,0.0029287457,0.087408625,0.005725703,0.00070750614,0.0947814,0.57457185,0.13660972],"study_design_scores_gemma":[0.00004094389,0.00007276498,0.18670392,0.0011992182,0.00014169661,0.00024479898,0.39242253,0.0024099567,0.00046207535,0.0050492245,0.41111442,0.00013840233],"about_ca_topic_score_codex":0.999413,"about_ca_topic_score_gemma":0.9998035,"teacher_disagreement_score":0.22086011,"about_ca_system_score_codex":0.22086011,"about_ca_system_score_gemma":0.44013843,"threshold_uncertainty_score":0.9036918},"labels":[],"label_agreement":null},{"id":"W4386320592","doi":"10.1007/978-981-19-8163-0_17","title":"Conclusion","year":2023,"lang":"en","type":"book-chapter","venue":"Urban health and wellbeing","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Development economics; Political science; Geography; History; Regional science; Economics; Medicine; Pathology; Disease","score_opus":0.24781462425159279,"score_gpt":0.4110373361826707,"score_spread":0.1632227119310779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386320592","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022305527,0.00082825543,0.0030275444,0.03457584,0.0037060692,0.00007579468,0.0008990718,0.00020930397,0.95444757],"genre_scores_gemma":[0.05070709,0.0012343763,0.0031238105,0.038498312,0.0011077537,0.00015952969,0.0015049187,0.0004040611,0.9032602],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99784315,0.0004171158,0.000059849197,0.00040919127,0.00090004184,0.00037065454],"domain_scores_gemma":[0.9965148,0.00069275236,0.00012739733,0.00037197687,0.0017086801,0.0005843797],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027931319,0.00041124862,0.00030078093,0.0009389002,0.002387909,0.005723277,0.0015009622,0.0020297717,0.31115583],"category_scores_gemma":[0.011790937,0.0001518483,0.00055262033,0.00077724375,0.0014124044,0.003008711,0.0026424006,0.0022158762,0.09211543],"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":[0.0000896171,0.000042760716,0.0016911086,0.0002174737,0.000013576249,0.00015144917,0.0014071775,0.00013174958,0.00027566403,0.2823734,0.61262363,0.10098242],"study_design_scores_gemma":[0.000010121593,0.000009647155,0.0012146491,0.0002156901,0.00000811959,0.00007309667,0.002082077,0.000053468164,0.00023941435,0.029806774,0.96628153,0.0000053304097],"about_ca_topic_score_codex":0.008250576,"about_ca_topic_score_gemma":0.01071292,"teacher_disagreement_score":0.6888442,"about_ca_system_score_codex":0.003141241,"about_ca_system_score_gemma":0.0044508087,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4386320652","doi":"10.1007/978-981-19-8163-0_1","title":"Introduction","year":2023,"lang":"en","type":"book-chapter","venue":"Urban health and wellbeing","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Subject (documents); Population; Political science; Sociology; Medicine; Library science; Demography; Computer science; Pathology","score_opus":0.19423844727942738,"score_gpt":0.3869426475455138,"score_spread":0.1927042002660864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386320652","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022404702,0.0013359901,0.0033905914,0.0028396277,0.0031607554,0.00010241024,0.001350423,0.00046583946,0.98713034],"genre_scores_gemma":[0.0007680847,0.0007567383,0.0010748631,0.0008457917,0.0004149786,0.00005709875,0.0008273256,0.00017078659,0.99508435],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993781,0.0000918122,0.000024501414,0.00012269638,0.00031352567,0.00006932451],"domain_scores_gemma":[0.99917847,0.00014767093,0.000029140845,0.000121413825,0.0003832957,0.00013997426],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00077738863,0.00083825976,0.00052491674,0.0016282124,0.0016873232,0.0043297564,0.001570591,0.001749144,0.59787047],"category_scores_gemma":[0.002688104,0.00031753333,0.0005075171,0.001460865,0.0007090911,0.00317293,0.002522637,0.0019335856,0.4828835],"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":[0.000013289461,0.000028314023,0.00006909612,0.00009843717,0.000001226486,0.00003621018,0.00016462328,0.00009516159,0.00016087558,0.06494593,0.8240469,0.110340014],"study_design_scores_gemma":[0.0000010964682,0.0000031347947,0.000044194105,0.00004406246,4.6267954e-7,0.00002060995,0.000044205604,0.00001724583,0.000033202126,0.0049342774,0.994856,0.0000014145915],"about_ca_topic_score_codex":0.0033361556,"about_ca_topic_score_gemma":0.0056982,"teacher_disagreement_score":0.40212953,"about_ca_system_score_codex":0.0016285853,"about_ca_system_score_gemma":0.0020633521,"threshold_uncertainty_score":0.57358897},"labels":[],"label_agreement":null},{"id":"W4386320655","doi":"10.1007/978-981-19-8163-0_12","title":"NEW ZEALAND: Aotearoa New Zealand Cities Under Covid-19—A Systems Perspective","year":2023,"lang":"en","type":"book-chapter","venue":"Urban health and wellbeing","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","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":"Aotearoa; Geography; Census; Indigenous; Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Citizenship; Immigration; Population; Pandemic; Ethnic group; Pacific islanders; Economic growth; Socioeconomics; Political science; Demography; Politics; Sociology; Gender studies; Medicine; Archaeology","score_opus":0.06378054397224862,"score_gpt":0.2828086833825719,"score_spread":0.21902813941032329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386320655","genre_codex":"other","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":[0.012228736,0.048840594,0.0051837782,0.087040186,0.0048085246,0.00020683228,0.01014574,0.00017905732,0.83136654],"genre_scores_gemma":[0.152448,0.08680877,0.008354945,0.004845132,0.0012071219,0.00042038047,0.0035710286,0.00024595475,0.7420986],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9996636,0.000050272465,0.000018352768,0.000037755963,0.00014447028,0.000085586675],"domain_scores_gemma":[0.9995983,0.00004652,0.00007244978,0.000026772184,0.0001667592,0.00008926471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007462654,0.0008072435,0.00045329652,0.0015987303,0.0014804221,0.006403727,0.00084804726,0.001561072,0.028273761],"category_scores_gemma":[0.0016910004,0.000512409,0.0005163678,0.0062882123,0.0018354519,0.0045142346,0.0016631965,0.0030237958,0.0021983865],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045141474,0.00003120653,0.0037468523,0.0005116602,0.000035459263,0.00028711505,0.0016942606,0.0035709236,0.00025867607,0.4702144,0.42520994,0.094394356],"study_design_scores_gemma":[0.000012705172,0.000017188751,0.011528312,0.00033750513,0.000013331804,0.000085671505,0.0026854111,0.00093112903,0.000071368486,0.030891163,0.9533999,0.000026393072],"about_ca_topic_score_codex":0.8184948,"about_ca_topic_score_gemma":0.8941729,"teacher_disagreement_score":0.8184948,"about_ca_system_score_codex":0.02325911,"about_ca_system_score_gemma":0.0257806,"threshold_uncertainty_score":0.3651482},"labels":[],"label_agreement":null}]}