{"meta":{"query_hash":"45a8ccf9ff81","filters":{"venue":"City and Environment Interactions"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/45a8ccf9ff81","api":"https://metacan.xera.ac/api/v1/cohort?venue=City+and+Environment+Interactions"},"results":[{"id":"W3042597101","doi":"10.1016/j.cacint.2020.100041","title":"Barriers and opportunities for participatory environmental upgrading: Case study of Havelock informal settlement, Durban","year":2020,"lang":"en","type":"article","venue":"City and Environment Interactions","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; International Development Research Centre; Inyuvesi Yakwazulu-Natali; National Research Foundation; Royal Academy of Engineering; Newton Fund","keywords":"Urbanization; Human settlement; Environmental planning; Settlement (finance); Citizen journalism; Sustainable living; Population; Informal settlements; Geography; Business; Environmental resource management; Economic growth; Sustainability; Political science; Environmental health; Ecology; Economics","score_opus":0.1982858220169124,"score_gpt":0.31155402025356865,"score_spread":0.11326819823665626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042597101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99553084,0.00009512951,0.000053963933,0.0031830438,0.00007428257,0.00034330203,0.000064726024,0.000015042299,0.0006396847],"genre_scores_gemma":[0.99798906,0.00088956754,0.000054821616,0.00023859099,0.000046606256,0.00005472801,0.000008268226,0.0000056499885,0.0007127049],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993079,0.00005476243,0.00019940673,0.00015208266,0.0001256806,0.00016020001],"domain_scores_gemma":[0.99952835,0.000074248914,0.00007558988,0.000055384004,0.000002983349,0.0002634724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014098428,0.000095408235,0.00012158486,0.000033603763,0.0005805799,0.00002768147,0.00004819579,0.000032376887,0.0004052306],"category_scores_gemma":[0.000019196332,0.00009522557,0.000027481095,0.00001605177,0.0002456359,0.00027493597,0.00006707206,0.0000799295,0.0000018384751],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018394199,0.00071807415,0.23669782,0.00010891541,0.0005104789,0.00018412483,0.72509086,0.00006725634,0.0005846334,0.0018416876,0.005829716,0.028182486],"study_design_scores_gemma":[0.0007909299,0.00038875814,0.011559951,0.000009387582,0.00009138089,0.000020856327,0.76736915,0.00026338504,0.000098437085,0.00004100343,0.21915612,0.00021066713],"about_ca_topic_score_codex":0.00011390852,"about_ca_topic_score_gemma":0.00022669995,"teacher_disagreement_score":0.22513786,"about_ca_system_score_codex":0.000036561225,"about_ca_system_score_gemma":0.000017602088,"threshold_uncertainty_score":0.446541},"labels":[],"label_agreement":null},{"id":"W3042926909","doi":"10.1016/j.cacint.2020.100040","title":"Spaces, places and possibilities: A participatory approach for developing and using integrated models for community planning","year":2020,"lang":"en","type":"article","venue":"City and Environment Interactions","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Quest University Canada; University of the Fraser Valley","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Stakeholder; Participatory planning; Focus group; Citizen journalism; Process management; Government (linguistics); Local government; Participatory development; Process (computing); Computer science; Community development; Knowledge management; Environmental planning; Management science; Business; Engineering; Political science; Geography; Public relations; Public administration; Marketing","score_opus":0.2066264239074675,"score_gpt":0.2818230787593826,"score_spread":0.07519665485191512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042926909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837083,0.00022100587,0.014651356,0.0008910524,0.000012609995,0.00038152796,0.00007595991,0.000020923582,0.00003725105],"genre_scores_gemma":[0.9955629,0.00003010467,0.0039426535,0.00023711145,0.00004249114,0.000066951514,0.00006645353,8.635355e-7,0.000050444414],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994344,0.00006390366,0.00012749295,0.00019271174,0.00003865061,0.00014283699],"domain_scores_gemma":[0.99949056,0.0003394756,0.0000445574,0.000026173964,0.000014860042,0.00008436987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015460823,0.0001036061,0.00013488713,0.00000505936,0.000591782,0.00007921959,0.000044240165,0.000048456033,0.0000067939745],"category_scores_gemma":[0.000052670443,0.000046882335,0.000028537737,0.000037081987,0.000102033075,0.00022008998,0.00006600466,0.00013131372,5.855689e-8],"study_design_candidate":"simulation_or_modeling","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":[0.004057104,0.0028023631,0.36885515,0.0036177784,0.0011254668,0.0000058969263,0.24468961,0.025652451,0.23164725,0.009422093,0.0059802397,0.102144584],"study_design_scores_gemma":[0.0013591958,0.0014545734,0.09326343,0.0001611316,0.00028767798,0.000033263164,0.30028647,0.5373729,0.0017617417,0.015065017,0.04770583,0.0012487659],"about_ca_topic_score_codex":0.00021799024,"about_ca_topic_score_gemma":0.000051966817,"teacher_disagreement_score":0.5117205,"about_ca_system_score_codex":0.00003915514,"about_ca_system_score_gemma":0.0000045722836,"threshold_uncertainty_score":0.45515686},"labels":[],"label_agreement":null},{"id":"W3208796930","doi":"10.1016/j.cacint.2021.100075","title":"Flood hazard response to scenarios of rainfall dynamics and land use and land cover change in an urbanized river basin in Accra, Ghana","year":2021,"lang":"en","type":"article","venue":"City and Environment Interactions","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Environmental science; Return period; Flood myth; Surface runoff; Hydrology (agriculture); Woodland; 100-year flood; Land cover; Land use; Hazard; Runoff curve number; Drainage basin; Geography; Geology; Ecology; Cartography","score_opus":0.023919832456902466,"score_gpt":0.2552222915817416,"score_spread":0.23130245912483913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208796930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99809426,0.000040242772,0.0002041009,0.0011547924,0.000044146618,0.0002974748,0.000040082024,0.0000065500767,0.000118374584],"genre_scores_gemma":[0.9971554,0.00050961704,0.0012203576,0.0003248527,0.000008920105,0.000033097815,0.000024782328,0.00000930987,0.0007136275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990167,0.00013549191,0.00019186143,0.00034373355,0.0001339651,0.00017826798],"domain_scores_gemma":[0.99954396,0.00010910249,0.00004664867,0.00018537743,0.0000026372645,0.00011227002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022667529,0.00013292333,0.00018399698,0.00009675808,0.00006042406,0.000058425372,0.00005746091,0.000050150513,0.00053000666],"category_scores_gemma":[0.000033210144,0.00013482463,0.000019349487,0.00011406188,0.00010753563,0.0006269758,0.00032354824,0.00013217871,0.000013490694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002767429,0.00034507093,0.9924656,0.000011893407,0.000014055569,0.00002954322,0.0024114682,0.00078204897,0.0015699109,0.000016761527,0.00006453266,0.0020123366],"study_design_scores_gemma":[0.0010266701,0.000122035526,0.98281044,0.0000377518,0.000023631219,0.000005846883,0.00025632107,0.009574515,0.00010955491,0.00003909829,0.0058394363,0.00015471505],"about_ca_topic_score_codex":0.002628866,"about_ca_topic_score_gemma":0.024619468,"teacher_disagreement_score":0.021990603,"about_ca_system_score_codex":0.00015423998,"about_ca_system_score_gemma":0.00000461858,"threshold_uncertainty_score":0.99317867},"labels":[],"label_agreement":null},{"id":"W4200146156","doi":"10.1016/j.cacint.2021.100077","title":"Investigation of climate change impacts on long-term care facility occupants","year":2021,"lang":"en","type":"article","venue":"City and Environment Interactions","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vancouver Coastal Health; Provincial Health Services Authority; Western University","funders":"British Columbia Centre for Disease Control; University of British Columbia; Mitacs; Simon Fraser University; University of Manitoba","keywords":"Climate change; Extreme weather; Environmental health; Flooding (psychology); Vulnerability (computing); Medicine; Geography; Environmental science; Ecology; Psychology","score_opus":0.12587907907504214,"score_gpt":0.32985351180825084,"score_spread":0.2039744327332087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200146156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99732906,0.00010880624,0.000021461517,0.0009649689,0.00010222599,0.0001874561,0.00018098758,0.000016174798,0.0010888819],"genre_scores_gemma":[0.99634063,0.0026259918,0.00006373723,0.0007490146,0.000031265386,0.000025615058,0.00013394057,0.000005180196,0.000024641336],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99907523,0.000050932747,0.00020009925,0.00026631355,0.00016306418,0.00024433],"domain_scores_gemma":[0.99940693,0.000047459267,0.0000982893,0.0002348932,0.000004769946,0.00020763134],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007806068,0.00012303442,0.00013861604,0.000027199967,0.00017936388,0.0000203714,0.000051589683,0.000054112166,0.00246722],"category_scores_gemma":[0.00001840842,0.00012089481,0.000044088807,0.000064224405,0.00012426829,0.00027471982,0.0001784523,0.0001474649,0.0001998848],"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":[0.000034250777,0.0000830349,0.9688459,0.00010644111,0.000005904808,0.000008086132,0.0042757858,0.000045418634,0.007919507,0.000006581265,0.00008497891,0.018584123],"study_design_scores_gemma":[0.00019154338,0.00008698066,0.98781216,0.00009910959,0.000018422465,0.000009417061,0.0004616578,0.000032199852,0.010819029,0.00007394893,0.00028853436,0.000106987696],"about_ca_topic_score_codex":0.00012314778,"about_ca_topic_score_gemma":0.00033748164,"teacher_disagreement_score":0.018966282,"about_ca_system_score_codex":0.00019330673,"about_ca_system_score_gemma":0.0000047181425,"threshold_uncertainty_score":0.9984447},"labels":[],"label_agreement":null},{"id":"W4311460642","doi":"10.1016/j.cacint.2022.100097","title":"Climate change adaptation cycle for pilot projects development in small municipalities: The northwestern Italian regions case study","year":2022,"lang":"en","type":"article","venue":"City and Environment Interactions","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"St. Paul's Foundation; Compagnia di San Paolo","keywords":"Maladaptation; Adaptation (eye); Climate change; Environmental resource management; Context (archaeology); Environmental planning; Psychological resilience; Local adaptation; Climate change adaptation; Population; Business; Geography; Environmental science","score_opus":0.36318348081720453,"score_gpt":0.34368143104138765,"score_spread":0.019502049775816876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311460642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99583334,0.000034854485,0.00023876528,0.0014846252,0.00019942987,0.0018948134,0.000051261526,0.000027984097,0.00023490937],"genre_scores_gemma":[0.99517393,0.00015365744,0.00018290266,0.00015883277,0.00007012848,0.003678004,0.000071487535,0.000010543464,0.0005004977],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989118,0.00025964182,0.00023083456,0.00022110612,0.00015484457,0.000221764],"domain_scores_gemma":[0.99944615,0.00023974277,0.00011561585,0.0001382005,0.000013946552,0.0000463508],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00063528697,0.00009599811,0.000088377405,0.000098975914,0.002331676,0.000069928414,0.00009586669,0.000016482018,0.00010716028],"category_scores_gemma":[0.000024908015,0.000094339935,0.000026506827,0.00012770026,0.00007607387,0.00028262974,0.000096132964,0.00012906539,0.000004228563],"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":[0.000046851503,0.00082087115,0.015845343,0.000012399303,0.000019112795,0.000022799017,0.97449696,0.0009485737,0.000009223814,0.0009974571,0.000026437516,0.006753973],"study_design_scores_gemma":[0.00041201295,0.00021302325,0.013756745,0.00001384719,0.000029134075,0.00002690355,0.9588007,0.002128657,0.0000025531008,0.00016505235,0.024311403,0.00013997294],"about_ca_topic_score_codex":0.034399517,"about_ca_topic_score_gemma":0.66110045,"teacher_disagreement_score":0.62670094,"about_ca_system_score_codex":0.00044648064,"about_ca_system_score_gemma":0.000031756343,"threshold_uncertainty_score":0.9989672},"labels":[],"label_agreement":null},{"id":"W4411922867","doi":"10.1016/j.cacint.2025.100221","title":"Urban morphology impacts on urban microclimate using artificial intelligence – a review","year":2025,"lang":"en","type":"review","venue":"City and Environment Interactions","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; National Research Council Canada","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund","keywords":"Microclimate; Urban morphology; Morphology (biology); Environmental science; Geography; Ecology; Environmental resource management; Architectural engineering; Environmental planning; Engineering; Urban planning; Biology; Zoology","score_opus":0.08322987954135247,"score_gpt":0.3383855484029293,"score_spread":0.2551556688615768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411922867","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023458654,0.9944433,0.00080169,0.00017989622,0.0004012459,0.0010611863,0.00014492197,0.000039808136,0.0026933758],"genre_scores_gemma":[0.00016383875,0.9976376,0.00033132642,0.00048215422,0.00009993595,0.000112552094,0.00015787348,0.000027505415,0.0009871958],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99781555,0.00020750622,0.0007033366,0.0007027602,0.00019419884,0.00037664277],"domain_scores_gemma":[0.9987707,0.0002654882,0.00031283512,0.00049088796,0.0000029699843,0.00015707589],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022576287,0.00045777403,0.0008871337,0.00013030598,0.00028919562,0.000048019105,0.00023579934,0.00019713664,0.0041517606],"category_scores_gemma":[0.000076132965,0.00040841146,0.00029109485,0.0002234323,0.00023590849,0.00019614304,0.00029976634,0.0005827926,0.0012223336],"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":[0.000017507495,0.0005258123,0.00017394598,0.012266063,0.00015776242,0.000034129163,0.0001983296,0.00007799599,0.00013130947,0.00035825808,0.033616904,0.952442],"study_design_scores_gemma":[0.00002496358,0.00006836419,0.000029565774,0.019379647,0.00075236335,0.000098044766,0.000014201143,0.00005250518,0.00002979681,0.00018378366,0.97897166,0.0003950863],"about_ca_topic_score_codex":0.000093604234,"about_ca_topic_score_gemma":0.000020685502,"teacher_disagreement_score":0.9520469,"about_ca_system_score_codex":0.00072731543,"about_ca_system_score_gemma":0.00002957303,"threshold_uncertainty_score":0.9998368},"labels":[],"label_agreement":null},{"id":"W4415641542","doi":"10.1016/j.cacint.2025.100260","title":"Concentration, source identification and risk assessment of atmospheric polycyclic aromatic hydrocarbons at a kindergarten school in Kigali, Rwanda","year":2025,"lang":"en","type":"article","venue":"City and Environment Interactions","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Biomass burning; Particulates; Air quality index; Dry season; Health risk assessment; Air pollution; Health risk; Risk assessment","score_opus":0.0063277866123264085,"score_gpt":0.2416755498848095,"score_spread":0.23534776327248308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415641542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99154574,0.00008080229,0.0045349514,0.000701779,0.00008429775,0.00023807574,0.000014171973,0.000017086213,0.0027830806],"genre_scores_gemma":[0.9966781,0.00056439504,0.00045790535,0.00008912599,0.0000073062847,0.000019001936,0.0000033810334,0.000007724166,0.0021730473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988859,0.00009951468,0.0003659535,0.00029882163,0.00016947513,0.00018032065],"domain_scores_gemma":[0.99934715,0.00011052252,0.00018840536,0.00024845143,2.057257e-7,0.000105292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019377704,0.00013327126,0.00016257033,0.000021601569,0.0001947327,0.00003720324,0.00008914885,0.00005529438,0.0006845794],"category_scores_gemma":[0.00007662842,0.00013508616,0.00003102648,0.00016161938,0.00024129309,0.0003088782,0.0001335761,0.0001836508,0.000033050692],"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":[0.000018050423,0.00022953082,0.92546344,0.000005213549,0.000059982318,0.0000010515379,0.00054135435,0.00042675095,0.053397547,0.000008154449,0.00026106203,0.019587876],"study_design_scores_gemma":[0.00041225032,0.000027741173,0.9815001,0.000031337142,0.000060274335,0.000008172926,0.00022433171,0.013176629,0.0016290958,0.0006113714,0.0022100974,0.000108594475],"about_ca_topic_score_codex":0.00040057764,"about_ca_topic_score_gemma":0.00043585856,"teacher_disagreement_score":0.056036677,"about_ca_system_score_codex":0.0005412395,"about_ca_system_score_gemma":0.00001534224,"threshold_uncertainty_score":0.7495665},"labels":[],"label_agreement":null}]}