{"meta":{"query_hash":"368639a5bd98","filters":{"venue":"Frontiers in Sustainable Cities"},"cohort_total":49,"direct_labels_cover":0,"predictions_cover":49,"exported":49,"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/368639a5bd98","api":"https://metacan.xera.ac/api/v1/cohort?venue=Frontiers+in+Sustainable+Cities"},"results":[{"id":"W3037197861","doi":"10.3389/frsc.2020.00031","title":"The Dynamics of Psycho-Social-Ecological Resilience in the Urban Environment: A Complex Adaptive Systems Theory Perspective","year":2020,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Urban resilience; Operationalization; Socio-ecological system; Resilience (materials science); Stressor; Perspective (graphical); Context (archaeology); Sociology; Psychological resilience; Psychology; Environmental resource management; Ecology; Environmental ethics; Social psychology; Geography; Urban planning; Epistemology; Computer science; Environmental science; Dependability","score_opus":0.01705424588655366,"score_gpt":0.2552224997520212,"score_spread":0.23816825386546756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037197861","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11445181,0.008331283,0.022162272,0.03670227,0.000923178,0.0050713727,0.000035911475,0.00010715271,0.81221473],"genre_scores_gemma":[0.98863304,0.00033092205,0.000069018846,0.00020402904,0.00008413178,0.00009558468,0.0000016169456,0.000006974083,0.010574664],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.997179,0.0012137949,0.00027597128,0.00027672594,0.00049762067,0.00055689417],"domain_scores_gemma":[0.999246,0.0003416001,0.00014596168,0.00015768103,0.00006626626,0.000042510714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016588935,0.00013249411,0.00023797239,0.00008623243,0.0007915913,0.00014913952,0.001008412,0.00008050591,0.000019096788],"category_scores_gemma":[0.00032269707,0.000087164524,0.00006563062,0.0006282598,0.0024947273,0.0002299575,0.00014261933,0.00022892634,0.000002007736],"study_design_candidate":"qualitative","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":[0.000120015284,0.000046403413,0.0065250113,0.000026066327,0.000013713134,0.000019670519,0.18214303,0.00036732462,2.2320363e-7,0.8008078,0.009675167,0.0002555767],"study_design_scores_gemma":[0.00019759746,0.0000853367,0.010658863,0.000009564205,0.000009150674,1.0849799e-7,0.9176078,0.0025783535,1.377511e-7,0.052760016,0.015988592,0.00010449191],"about_ca_topic_score_codex":0.0009224135,"about_ca_topic_score_gemma":0.00026637208,"teacher_disagreement_score":0.8741813,"about_ca_system_score_codex":0.0006023199,"about_ca_system_score_gemma":0.00009905702,"threshold_uncertainty_score":0.9191927},"labels":[],"label_agreement":null},{"id":"W3094682355","doi":"10.3389/frsc.2020.572572","title":"Governing for Diversity: An Exploration of Practitioners' Urban Forest Preferences and Implications for Equitable Governance","year":2020,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":11,"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 British Columbia","funders":"","keywords":"Urban forest; Urban forestry; Corporate governance; Stakeholder; Equity (law); Forest management; Environmental planning; Environmental resource management; Diversity (politics); Business; Green infrastructure; Naturalness; Geography; Political science; Forestry; Public relations","score_opus":0.043502583763656996,"score_gpt":0.26414685394340687,"score_spread":0.22064427017974986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094682355","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44093725,0.0012295811,0.54314435,0.008466151,0.00014311187,0.0026215266,0.00036183037,0.000060976632,0.0030352336],"genre_scores_gemma":[0.983184,0.00019697513,0.0140802385,0.00022507276,0.000047173213,0.00019092415,0.00005003114,0.000010476447,0.002015111],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99919826,0.000019480683,0.00014733363,0.00022856392,0.00010404263,0.0003023149],"domain_scores_gemma":[0.9995887,0.000052622476,0.00014950505,0.00009709009,0.0000358763,0.00007619716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019833361,0.00008365905,0.00015656772,0.000023213428,0.00036382236,0.000031526637,0.00013735723,0.00004678033,0.000015450893],"category_scores_gemma":[0.00011278999,0.00009040455,0.00002401449,0.00014471434,0.00012898396,0.0020998197,0.00017725257,0.00004980876,4.9249604e-7],"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":[0.00012252506,0.000025803925,0.9248008,0.0002326759,0.0000063110415,2.5624098e-7,0.007276518,0.0007587939,0.000019276154,0.017666627,0.048285093,0.0008052996],"study_design_scores_gemma":[0.0025172157,0.0019401121,0.38389036,0.000058764832,0.00009215286,6.983173e-7,0.28373396,0.01115249,0.00013282699,0.14679472,0.16906948,0.0006171835],"about_ca_topic_score_codex":0.0010966833,"about_ca_topic_score_gemma":0.0008993533,"teacher_disagreement_score":0.54224676,"about_ca_system_score_codex":0.00020267375,"about_ca_system_score_gemma":0.00004432112,"threshold_uncertainty_score":0.36865908},"labels":[],"label_agreement":null},{"id":"W3109316028","doi":"10.3389/frsc.2020.599635","title":"Built Environmental Correlates of Cycling Accidents Involving Fatalities and Serious Injuries in London, UK","year":2020,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"H2020 European Research Council","keywords":"Cycling; Quartile; Psychological intervention; Odds; Poison control; Environmental health; Injury prevention; Occupational safety and health; Human factors and ergonomics; Odds ratio; Recreation; Suicide prevention; Medicine; Transport engineering; Geography; Engineering; Ecology; Confidence interval; Logistic regression","score_opus":0.009477419412660908,"score_gpt":0.24140918564740196,"score_spread":0.23193176623474104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109316028","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":[0.9895618,0.008769442,0.00011268563,0.00025432272,0.00017405703,0.00031557435,0.000014719999,0.000029607434,0.0007677876],"genre_scores_gemma":[0.99742883,0.0009416474,0.00027537896,0.000079961,0.000049515005,0.000016884174,0.000012592221,0.000012500724,0.0011826679],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.998455,0.00011015254,0.00041631964,0.0002792397,0.00026860944,0.0004706641],"domain_scores_gemma":[0.9995888,0.00006788358,0.00011875599,0.00010645468,0.000026319369,0.00009178742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043383098,0.00014993576,0.00035658563,0.00016846295,0.00021869625,0.000091992595,0.0002621094,0.000120431934,0.000059867827],"category_scores_gemma":[0.00020855431,0.00016772142,0.000044927674,0.00029698716,0.0008987411,0.0008017631,0.00011329889,0.00020096755,4.3346893e-7],"study_design_candidate":"observational","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":[0.00006802048,0.000019997822,0.92184937,0.00018751959,0.00001076049,0.00003012223,0.076377645,0.00003645528,0.000016069,0.0008203483,0.0002005506,0.00038313377],"study_design_scores_gemma":[0.00040096737,0.000032655767,0.45766324,0.000052765907,0.000010828643,8.6424045e-8,0.5243612,0.00006573933,0.00027307848,0.016213937,0.00074385956,0.00018163712],"about_ca_topic_score_codex":0.0074988655,"about_ca_topic_score_gemma":0.0014803461,"teacher_disagreement_score":0.46418613,"about_ca_system_score_codex":0.00020625273,"about_ca_system_score_gemma":0.00012857244,"threshold_uncertainty_score":0.9991103},"labels":[],"label_agreement":null},{"id":"W3127204598","doi":"10.3389/frsc.2021.630973","title":"Residential Densification for Positive Energy Districts","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University; Canada Excellence Research Chairs, Government of Canada","keywords":"TRNSYS; Roof; Environmental science; Electricity; Renewable energy; Photovoltaic system; Zero-energy building; Building envelope; Single-family detached home; Building-integrated photovoltaics; Energy consumption; Electricity generation; Apartment; Agricultural economics; Environmental engineering; Civil engineering; Engineering; Meteorology; Electrical engineering; Geography; Thermal; Power (physics); Economics","score_opus":0.003839595092401095,"score_gpt":0.17974393288034968,"score_spread":0.1759043377879486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127204598","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009883568,0.0023980346,0.98320615,0.000101138285,0.00076373864,0.00008251604,0.00000948502,0.00012839935,0.0034269656],"genre_scores_gemma":[0.969393,0.00037650435,0.014886402,0.000053263604,0.00011521134,0.000120092074,0.00025848454,0.000033069922,0.014763938],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938816,0.000018523293,0.00013694222,0.00013186185,0.00007250697,0.00025199875],"domain_scores_gemma":[0.9996752,0.00002247937,0.000018454459,0.00012008601,0.00013829838,0.000025494302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056533485,0.000089378635,0.00011836819,0.00012919394,0.00008453063,0.00005690535,0.00006677296,0.00008017641,0.000006830251],"category_scores_gemma":[0.00004228884,0.00011106209,0.00003701196,0.00026891445,0.000031880343,0.00019639946,0.000018537168,0.00004969904,8.957923e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037301714,0.00001881019,0.0006567609,0.0001603973,0.0000497978,0.000053255993,0.0004324029,0.7283354,0.000075110336,0.2064497,0.061034933,0.0026961202],"study_design_scores_gemma":[0.0017615309,0.00006622214,0.0022244514,0.00011754445,0.00008157009,0.000020061303,0.03320133,0.628824,0.063088514,0.12667865,0.14295627,0.0009798836],"about_ca_topic_score_codex":0.00004668577,"about_ca_topic_score_gemma":0.00001928562,"teacher_disagreement_score":0.9683198,"about_ca_system_score_codex":0.00021303336,"about_ca_system_score_gemma":0.000054947795,"threshold_uncertainty_score":0.45289806},"labels":[],"label_agreement":null},{"id":"W3133970769","doi":"10.3389/frsc.2021.638278","title":"Introduction of Mobile Health Tools to Support COVID-19 Training and Surveillance in Ogun State Nigeria","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":24,"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 Ottawa; Global Affairs Canada","funders":"","keywords":"mHealth; Certification; Psychological intervention; Health care; Medicine; Telehealth; Business; Developing country; Telemedicine; Mobile phone; Environmental health; Medical emergency; Nursing; Economic growth; Computer science; Telecommunications","score_opus":0.020601501266399598,"score_gpt":0.2813615150958151,"score_spread":0.2607600138294155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133970769","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4656179,0.002169658,0.5225197,0.0068692476,0.00091948296,0.0011882135,0.00003987996,0.00015267267,0.0005232597],"genre_scores_gemma":[0.98312193,0.00013476094,0.012218867,0.0015282981,0.00005657715,0.00013585841,0.000021302427,0.00001733442,0.00276507],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99768513,0.00020917096,0.0005601722,0.0005939881,0.00025719317,0.0006943412],"domain_scores_gemma":[0.9988598,0.00018471888,0.00013719674,0.00043837976,0.00016489999,0.00021499199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014316323,0.00017684117,0.00053716043,0.00053956494,0.00009607081,0.0002821518,0.00032740267,0.000048164013,0.000011137036],"category_scores_gemma":[0.0011440704,0.00021617954,0.000038538754,0.0012012913,0.000081073995,0.0012410497,0.00031296795,0.00016559921,6.2118085e-7],"study_design_candidate":"qualitative","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":[0.0002670942,0.00026644798,0.39810896,0.004991137,0.000072070914,0.0015582957,0.24608363,0.05243714,0.00020036694,0.023016868,0.045302715,0.22769527],"study_design_scores_gemma":[0.0035695347,0.0021738044,0.043770533,0.00021061956,0.0000033741746,0.000111767906,0.46315065,0.0042723943,0.0015187439,0.0377127,0.4418719,0.0016339566],"about_ca_topic_score_codex":0.0005803229,"about_ca_topic_score_gemma":0.0006286097,"teacher_disagreement_score":0.51750404,"about_ca_system_score_codex":0.0011234167,"about_ca_system_score_gemma":0.002453439,"threshold_uncertainty_score":0.88155454},"labels":[],"label_agreement":null},{"id":"W3157948335","doi":"10.3389/frsc.2021.662822","title":"Novel Energy System Design Workflow for Zero-Carbon Energy District Development","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Renewable energy; Zero-energy building; Greenhouse gas; Photovoltaic system; Energy engineering; Environmental economics; Environmental science; Civil engineering; Engineering","score_opus":0.0076803651902517195,"score_gpt":0.16927079301761958,"score_spread":0.16159042782736785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157948335","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00063756405,0.0034691095,0.9919033,0.000013435238,0.0009779736,0.00008507749,0.0000029737955,0.0002670962,0.0026434415],"genre_scores_gemma":[0.6285351,0.00027281322,0.352349,0.000057324814,0.00013403679,0.00065771124,0.00013682264,0.00010457383,0.017752606],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99876237,0.000029729965,0.00030039914,0.00023750083,0.0001428311,0.00052716635],"domain_scores_gemma":[0.9995275,0.00004871425,0.000038314218,0.00019935684,0.00012791698,0.00005815929],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015040104,0.0002144954,0.00027960088,0.00022117695,0.00012726507,0.00007836921,0.00015279028,0.00015510785,0.0000027533442],"category_scores_gemma":[0.00002574637,0.00024858475,0.000052734897,0.00046113695,0.000026323582,0.00013960538,0.00004479737,0.00006956599,4.351103e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029823279,0.000023067638,0.00012559665,0.0003542204,0.00007656561,0.000037097634,0.0001970651,0.93605375,0.000028699897,0.04784352,0.006823671,0.008406926],"study_design_scores_gemma":[0.00090361846,0.000024596187,0.00003370476,0.00018819346,0.000028570812,0.000012992909,0.005928692,0.8531558,0.01627533,0.003768252,0.11908437,0.0005958582],"about_ca_topic_score_codex":0.00007659382,"about_ca_topic_score_gemma":0.000010524754,"teacher_disagreement_score":0.6395543,"about_ca_system_score_codex":0.00080451515,"about_ca_system_score_gemma":0.00018937417,"threshold_uncertainty_score":0.99999666},"labels":[],"label_agreement":null},{"id":"W3193000290","doi":"10.3389/frsc.2021.633122","title":"Investigating Energy Justice in Demand-Side Low-Carbon Innovations in Ontario","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; Royal Roads University; York University","funders":"York University","keywords":"Framing (construction); Economic Justice; Desk; Context (archaeology); Business; Public relations; Government (linguistics); Marketing; Public economics; Economics; Political science; Engineering","score_opus":0.013341749060734364,"score_gpt":0.2487028084974381,"score_spread":0.2353610594367037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193000290","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":[0.8439462,0.0014117307,0.00056581467,0.000928034,0.0011753554,0.00016309068,8.687918e-7,0.000060297745,0.15174857],"genre_scores_gemma":[0.93043184,0.0002750692,0.004255025,0.0005412765,0.00022377183,0.00014800022,0.000017680039,0.00002862475,0.06407871],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99719465,0.00041213518,0.0005305407,0.00041001823,0.0004354954,0.0010171724],"domain_scores_gemma":[0.99905926,0.00018378223,0.00013803068,0.00020455041,0.00031863948,0.00009572896],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000966214,0.000196814,0.0004091116,0.0006865965,0.00034395815,0.00017174387,0.00032776932,0.00025318837,0.00006638364],"category_scores_gemma":[0.0021000295,0.0002621909,0.00004767128,0.0031895712,0.00043379967,0.0006546613,0.00013819679,0.00039780277,3.9341606e-7],"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":[0.000013478127,0.00008922909,0.60556,0.00011211789,0.000015873598,0.00045229367,0.057704605,0.010230509,0.00002572439,0.32028234,0.0030121284,0.0025017245],"study_design_scores_gemma":[0.0006825175,0.0000111381505,0.030112473,0.00017351066,0.000012008688,6.8028265e-7,0.79034585,0.00040546726,0.00025008142,0.15073086,0.02690103,0.00037436155],"about_ca_topic_score_codex":0.70134103,"about_ca_topic_score_gemma":0.95402634,"teacher_disagreement_score":0.7326413,"about_ca_system_score_codex":0.0041509485,"about_ca_system_score_gemma":0.0041738683,"threshold_uncertainty_score":0.999983},"labels":[],"label_agreement":null},{"id":"W3195248169","doi":"10.3389/frsc.2021.644675","title":"Indigenizing Climate Policy in Canada: A Critical Examination of the Pan-Canadian Framework and the ZéN RoadMap","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University; University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada; University of Guelph","keywords":"Indigenous; Climate change; Government (linguistics); Political science; Interdependence; Action plan; Indigenous rights; Political economy of climate change; Civil society; Public administration; Economic growth; Environmental resource management; Politics; Law; Economics; Ecology; Management","score_opus":0.0110174752493244,"score_gpt":0.29009990467993424,"score_spread":0.27908242943060985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195248169","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":[0.9425025,0.0062433435,0.000107802116,0.021610947,0.001673662,0.0013628448,0.00004398582,0.000008817171,0.026446087],"genre_scores_gemma":[0.9952615,0.0007008268,0.00021604807,0.0020119129,0.000101446516,0.0001689434,0.000002998561,0.000013659396,0.001522695],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9969762,0.00085675105,0.0004108903,0.00017320346,0.0001431032,0.0014398438],"domain_scores_gemma":[0.9985664,0.0007867916,0.0000910595,0.00022634224,0.0002663382,0.00006305438],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013027193,0.00011362181,0.00035078218,0.00019878594,0.0023285942,0.000012792371,0.00017112381,0.0001672196,0.000037257134],"category_scores_gemma":[0.0030280005,0.00008159311,0.000029935803,0.00057719956,0.00032080963,0.0000726662,0.0002889617,0.00063179346,5.415798e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000032867072,0.000009795544,0.60131586,0.00060010655,0.00002048693,0.00007498093,0.15931769,0.000024834864,1.3516114e-7,0.2357645,0.002232687,0.0006060507],"study_design_scores_gemma":[0.00037664204,0.000007329348,0.2845361,0.00008910999,0.000008149273,0.0000014787399,0.69493294,0.000075325224,0.0000022520626,0.014726054,0.0051758606,0.00006877334],"about_ca_topic_score_codex":0.9914114,"about_ca_topic_score_gemma":0.9987425,"teacher_disagreement_score":0.53561527,"about_ca_system_score_codex":0.004083244,"about_ca_system_score_gemma":0.011680197,"threshold_uncertainty_score":0.9997399},"labels":[],"label_agreement":null},{"id":"W3195551331","doi":"10.3389/frsc.2021.688473","title":"Contact With Nature as a Mental Health Buffer for Lower Income Communities During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"National Cancer Institute; National Institutes of Health; College of Engineering, Michigan State University; Negaunee Foundation; Michigan State University","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Psychiatry; Medicine; Virology; Infectious disease (medical specialty)","score_opus":0.010456058085016599,"score_gpt":0.262356289172913,"score_spread":0.2519002310878964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195551331","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":[0.97983783,0.0034707238,0.0010680394,0.011306967,0.00030631034,0.0012603955,0.0000584165,0.000078913596,0.002612384],"genre_scores_gemma":[0.9490087,0.0006969222,0.0009848587,0.011781602,0.000034120752,0.00018449478,0.000051417905,0.000034091572,0.037223767],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9981133,0.00031225596,0.00023192022,0.0002602353,0.00031014616,0.0007721943],"domain_scores_gemma":[0.9991176,0.00016394784,0.000106370506,0.0003982394,0.000029650742,0.00018416726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077289174,0.00021369627,0.00033446617,0.00008227335,0.00096333795,0.00010362137,0.00032905975,0.00012305325,0.00030195926],"category_scores_gemma":[0.00006441225,0.00015964532,0.000064916974,0.00030855904,0.0003672945,0.0003640718,0.00026664993,0.00057573424,0.000004111404],"study_design_candidate":"observational","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":[0.0004782979,0.00004600491,0.947896,0.00046488942,0.000030550065,0.00006073019,0.016506843,0.00027268185,0.000005764787,0.0030484686,0.031158023,0.000031732336],"study_design_scores_gemma":[0.00300767,0.00050097,0.12769072,0.00011791458,0.00001470656,0.00014306117,0.5245556,0.00013800661,0.000018469045,0.006452081,0.3369066,0.00045414883],"about_ca_topic_score_codex":0.012109297,"about_ca_topic_score_gemma":0.0167151,"teacher_disagreement_score":0.8202053,"about_ca_system_score_codex":0.0026272836,"about_ca_system_score_gemma":0.000631538,"threshold_uncertainty_score":0.99446917},"labels":[],"label_agreement":null},{"id":"W3201228418","doi":"10.3389/frsc.2021.732181","title":"Flood Impact Assessments on Transportation Networks: A Review of Methods and Associated Temporal and Spatial Scales","year":2021,"lang":"en","type":"review","venue":"Frontiers in Sustainable Cities","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; University of Calgary","keywords":"Flood myth; Flooding (psychology); Context (archaeology); Climate change; Temporal scales; Psychological resilience; Environmental resource management; Globe; Transportation infrastructure; Environmental science; Resilience (materials science); Flood stage; Environmental planning; Variety (cybernetics); Economic impact analysis; Geography; Computer science; Transport engineering; Civil engineering; Engineering; 100-year flood; Ecology","score_opus":0.017068023704489982,"score_gpt":0.3601261786716755,"score_spread":0.3430581549671855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201228418","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":[0.000075164906,0.98902744,0.008483432,0.000015469646,0.00017300357,0.0012286808,0.00003339742,0.000017739294,0.00094568526],"genre_scores_gemma":[0.00014912657,0.99076724,0.007173883,0.000040517858,0.000018826491,0.00015122042,0.00042054048,0.000036130936,0.0012425007],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973581,0.00069523597,0.000708475,0.0004981616,0.00029680054,0.00044321863],"domain_scores_gemma":[0.99906033,0.00010704865,0.00048312865,0.00023969838,0.000025861176,0.000083939616],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013740911,0.00041928623,0.0017783737,0.00018853729,0.0000900469,0.000059443606,0.0001790989,0.0002058968,0.00011317073],"category_scores_gemma":[0.00007850555,0.0003518128,0.00023056939,0.0005339015,0.00020741747,0.00023578912,0.00009795628,0.00029660633,3.1881913e-7],"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":[0.0000101934,0.00013067274,0.012453558,0.050200354,0.00034794115,0.000050139115,0.00010402127,0.00011405021,2.2077598e-8,0.0001492399,0.01515921,0.9212806],"study_design_scores_gemma":[0.00086582085,0.00050687947,0.009590882,0.07212115,0.0018751174,0.0000031299612,0.0037898696,0.0009118854,6.196762e-7,0.0005228384,0.9087939,0.0010179093],"about_ca_topic_score_codex":0.0017273641,"about_ca_topic_score_gemma":0.00018053532,"teacher_disagreement_score":0.9202627,"about_ca_system_score_codex":0.0006220465,"about_ca_system_score_gemma":0.00009107786,"threshold_uncertainty_score":0.99989337},"labels":[],"label_agreement":null},{"id":"W3208243892","doi":"10.3389/frsc.2021.663256","title":"Analysis of Urban Energy Resources to Achieve Net-Zero Energy Neighborhoods","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"TRNSYS; Zero-energy building; Renewable energy; Photovoltaic system; Wind power; Roof; Energy storage; Environmental science; Automotive engineering; Engineering; Civil engineering; Thermal; Electrical engineering; Meteorology; Power (physics)","score_opus":0.002733027927266969,"score_gpt":0.17341460040509224,"score_spread":0.17068157247782528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208243892","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029921105,0.006443473,0.88370484,0.0000836591,0.0010765976,0.00009425464,0.00003616477,0.00029175312,0.07834814],"genre_scores_gemma":[0.9526303,0.0002735941,0.0035497514,0.00011136228,0.00007606247,0.00007183762,0.00014518251,0.00006755253,0.04307436],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982131,0.00012972327,0.0005209579,0.0003062134,0.00025824324,0.00057177164],"domain_scores_gemma":[0.99896836,0.000044135504,0.000070566246,0.00044493144,0.0003700883,0.00010194306],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016822958,0.00026295258,0.0006499613,0.0015698259,0.00006524161,0.00007711388,0.00025298775,0.00020290198,0.000048808935],"category_scores_gemma":[0.00008371095,0.00029777852,0.00015592997,0.0037991663,0.00005679273,0.00022678272,0.000075752556,0.00011563074,3.241646e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033330365,0.00001875616,0.0045421026,0.000093734736,0.0007452792,0.00007322013,0.0024414058,0.9268639,0.000050101677,0.044544198,0.019746065,0.000847894],"study_design_scores_gemma":[0.0006061065,0.00013124169,0.0013169957,0.00013447639,0.00054525555,0.0000047613016,0.0776382,0.69359183,0.0078055593,0.003892691,0.2133306,0.0010022816],"about_ca_topic_score_codex":0.0019311089,"about_ca_topic_score_gemma":0.0003904,"teacher_disagreement_score":0.92270917,"about_ca_system_score_codex":0.00045537838,"about_ca_system_score_gemma":0.00009091413,"threshold_uncertainty_score":0.9999474},"labels":[],"label_agreement":null},{"id":"W3209363420","doi":"10.3389/frsc.2021.674848","title":"Integrated Transportation, Building, and Electricity System Models to Explore Decarbonization Pathways in Regina, Saskatchewan","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"University of Toronto; David Suzuki Foundation","keywords":"Renewable energy; Flexibility (engineering); Electricity; Environmental economics; Greenhouse gas; Variable renewable energy; Context (archaeology); Supply and demand; Demand patterns; Demand management; Business; Electric power system; Engineering; Economics","score_opus":0.007695630205704324,"score_gpt":0.17865820340404148,"score_spread":0.17096257319833716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209363420","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":[0.7738826,0.0029725023,0.22215353,0.000049182545,0.000133347,0.00022583884,0.0000064440637,0.00015084767,0.00042566843],"genre_scores_gemma":[0.9902068,0.00018066798,0.0089619495,0.000035967663,0.000026939797,0.00006305527,0.000040107265,0.000038335296,0.00044619536],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998839,0.000039622922,0.00026102172,0.00025241694,0.00013502514,0.00047289673],"domain_scores_gemma":[0.9995683,0.000013973802,0.000027080174,0.00014249778,0.00017397628,0.00007416377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013139861,0.00018997263,0.00029793975,0.00040787653,0.00005773305,0.00007062971,0.00009640995,0.00014208857,0.0000022778286],"category_scores_gemma":[0.000019701212,0.00021322073,0.00002599605,0.0012313602,0.000020972733,0.00034462512,0.000010086281,0.00024001497,1.08795994e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078173376,0.000029576064,0.0313829,0.002056813,0.00006786539,0.00071265694,0.05367876,0.8484596,0.0012299065,0.040732644,0.010734678,0.010836401],"study_design_scores_gemma":[0.0009617815,0.000076028446,0.0055032535,0.00031734214,0.00002497044,0.00001747343,0.45698726,0.49490863,0.010277787,0.02692193,0.003338818,0.0006647288],"about_ca_topic_score_codex":0.0003202124,"about_ca_topic_score_gemma":0.00022532677,"teacher_disagreement_score":0.40330848,"about_ca_system_score_codex":0.00071624457,"about_ca_system_score_gemma":0.00016701772,"threshold_uncertainty_score":0.86948895},"labels":[],"label_agreement":null},{"id":"W3210660456","doi":"10.3389/frsc.2021.755313","title":"Public Perceptions of Urban Green Spaces: Convergences and Divergences","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Green infrastructure; Context (archaeology); Climate change; Ecosystem services; Environmental planning; Adaptation (eye); Urban planning; Geography; Perception; Environmental resource management; Political science; Ecology; Ecosystem; Economics; Psychology; Civil engineering; Engineering","score_opus":0.014804049764990805,"score_gpt":0.22005286621701478,"score_spread":0.20524881645202397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210660456","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":[0.9824792,0.0032613352,0.0008303041,0.0018973538,0.0002975648,0.00017744959,0.000012032326,0.000023791397,0.011020983],"genre_scores_gemma":[0.9420499,0.0012475234,0.002110469,0.00012104684,0.0000308708,0.000018013901,0.0000068462814,0.000008408271,0.05440693],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998757,0.00008564948,0.00020595606,0.00027177655,0.00024230515,0.00043730537],"domain_scores_gemma":[0.9995741,0.000025971542,0.00007169035,0.00017637596,0.000041802326,0.00011003704],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024304807,0.00011657539,0.00023204848,0.000106813735,0.00019513645,0.00004268258,0.00016472932,0.00006924038,0.0024171902],"category_scores_gemma":[0.000051372204,0.00011443172,0.000039012073,0.0005043523,0.00066826347,0.00050759193,0.00023879178,0.000104498584,0.000010436406],"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":[0.000005781531,0.000028504619,0.9478084,0.00009779402,0.000009161495,0.000026257143,0.0050230226,0.000014881236,0.000014535177,0.0026543299,0.04386399,0.00045336987],"study_design_scores_gemma":[0.00028190983,0.00008834613,0.5651977,0.000022265578,0.000016132237,0.0000051692527,0.38067016,0.00031662817,0.000049246224,0.010565961,0.04254375,0.0002427109],"about_ca_topic_score_codex":0.006755582,"about_ca_topic_score_gemma":0.0037629206,"teacher_disagreement_score":0.38261065,"about_ca_system_score_codex":0.00015836151,"about_ca_system_score_gemma":0.00010214586,"threshold_uncertainty_score":0.9998585},"labels":[],"label_agreement":null},{"id":"W3211513293","doi":"10.3389/frsc.2021.746537","title":"Using Qualitative Indicators in Infrastructure Assessment Using the Functionality–Resiliency–Sustainability Framework","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Water Network","keywords":"Sustainability; Stormwater; Computer science; Consistency (knowledge bases); Qualitative research; Risk analysis (engineering); Transparency (behavior); Management science; Process management; Environmental resource management; Business; Engineering; Environmental science; Surface runoff; Sociology","score_opus":0.01495285114905677,"score_gpt":0.33791041258149274,"score_spread":0.322957561432436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211513293","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":[0.9654758,0.00025440948,0.029535571,0.0003660368,0.00039717436,0.00048126717,0.000011156978,0.000017441644,0.0034611304],"genre_scores_gemma":[0.9762822,0.000031299496,0.021493,0.00031664647,0.000049059614,0.000042312997,0.000010907172,0.00002298243,0.0017515844],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9966416,0.0009360929,0.0004687092,0.0004904601,0.000650376,0.00081280596],"domain_scores_gemma":[0.9991407,0.00018047125,0.0001736281,0.0003693937,0.000031582946,0.00010423451],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011361536,0.00027032522,0.00035680685,0.00019952211,0.00049591286,0.00011508747,0.00031426127,0.00020811328,0.00070043956],"category_scores_gemma":[0.00040413244,0.00023669936,0.00009745048,0.0018269852,0.0009771609,0.00070727675,0.00054616225,0.0006728874,0.0000011995568],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023546481,0.00013213762,0.9318472,0.00006506808,0.000023277218,0.00009591738,0.024597107,0.036710802,0.00003237648,0.00549976,0.0004911335,0.0004816592],"study_design_scores_gemma":[0.00022285085,0.00001748594,0.37012297,0.00001986851,0.00001279101,0.0000030600047,0.469413,0.0013222661,0.000034677963,0.15765223,0.0009786787,0.00020012706],"about_ca_topic_score_codex":0.0017123916,"about_ca_topic_score_gemma":0.00007788371,"teacher_disagreement_score":0.56172425,"about_ca_system_score_codex":0.008162396,"about_ca_system_score_gemma":0.00044715594,"threshold_uncertainty_score":0.9956451},"labels":[],"label_agreement":null},{"id":"W4200359613","doi":"10.3389/frsc.2021.805884","title":"Intention to Install Green Infrastructure Features in Private Residential Outdoor Space","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Private space; Space (punctuation); Business; Equity (law); Marketing; Computer science; Political science","score_opus":0.004556420889440624,"score_gpt":0.21677453279903605,"score_spread":0.21221811190959544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200359613","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":[0.9829905,0.00061836437,0.0024199644,0.0040843356,0.00053741597,0.0005544787,0.000008361527,0.000048100446,0.008738488],"genre_scores_gemma":[0.8502738,0.0001457623,0.01056477,0.0010838038,0.00008076119,0.000056760826,0.000026000464,0.000036689024,0.13773164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979802,0.00012238772,0.00028976952,0.00046837522,0.00035586342,0.00078341446],"domain_scores_gemma":[0.9994095,0.000014895187,0.00007148415,0.00032440427,0.000034014294,0.0001457075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003046586,0.00020705313,0.00030511926,0.00029176485,0.0001286401,0.000095623865,0.00028356307,0.00015785448,0.0004474374],"category_scores_gemma":[0.00013104464,0.00022072346,0.000057573357,0.0009456153,0.00015102277,0.0005201467,0.00050970557,0.00037195298,0.000025867828],"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":[0.00010328942,0.000030195923,0.87074685,0.00010620599,0.0000074397544,0.00040733872,0.0048932508,0.00086320174,0.00011422541,0.0016746428,0.11976127,0.001292075],"study_design_scores_gemma":[0.00065154047,0.000071273316,0.85004526,0.0000645976,0.000007739082,0.000009685219,0.05241844,0.000084805986,0.00027214352,0.016284497,0.07978189,0.00030813404],"about_ca_topic_score_codex":0.015965836,"about_ca_topic_score_gemma":0.02495212,"teacher_disagreement_score":0.13271669,"about_ca_system_score_codex":0.0013034005,"about_ca_system_score_gemma":0.000114968534,"threshold_uncertainty_score":0.99284},"labels":[],"label_agreement":null},{"id":"W4200471682","doi":"10.3389/frsc.2021.700794","title":"Impact of Window-to-Wall Ratio on Heating Demand and Thermal Comfort When Considering a Variety of Occupant Behavior Profiles","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Thermal comfort; Computer science; Schedule; Parametric statistics; Energy consumption; Variance (accounting); Simulation; Environmental science; Statistics; Mathematics; Engineering","score_opus":0.007305504544812189,"score_gpt":0.21665459011584973,"score_spread":0.20934908557103754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200471682","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":[0.97868866,0.00057372067,0.019851567,0.00000779443,0.00008445242,0.0001938515,0.000008531977,0.000039457613,0.0005519949],"genre_scores_gemma":[0.98674685,0.000038042617,0.012804312,0.000013391605,0.000012925321,0.000044663346,0.000013418601,0.000021462754,0.00030495133],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923784,0.00002877937,0.00025583667,0.00012978363,0.000104479164,0.00024326827],"domain_scores_gemma":[0.9996377,0.000034992572,0.00005567302,0.00014351872,0.00008730386,0.00004076232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001298861,0.00013253794,0.00028744663,0.00015344698,0.000052980165,0.000027180064,0.00005876864,0.00007405364,0.00001603257],"category_scores_gemma":[0.000047068705,0.0001335333,0.000048110243,0.00015785838,0.000057036563,0.00015176833,0.00004339745,0.00010208371,2.2042455e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042655465,0.000028448088,0.21452075,0.0002529797,0.000060239927,0.00002990083,0.002329166,0.7799144,0.0007635852,0.0013334675,0.00032154372,0.00040286424],"study_design_scores_gemma":[0.0036775265,0.0009105095,0.26409647,0.0011234451,0.00022841727,0.00005941503,0.051228546,0.5626211,0.11098793,0.0032346763,0.00037417273,0.0014577648],"about_ca_topic_score_codex":0.000185264,"about_ca_topic_score_gemma":0.000008864499,"teacher_disagreement_score":0.21729328,"about_ca_system_score_codex":0.0001179359,"about_ca_system_score_gemma":0.00010005053,"threshold_uncertainty_score":0.544533},"labels":[],"label_agreement":null},{"id":"W4200504308","doi":"10.3389/frsc.2021.767501","title":"The Impact of Scarcity on Pro-environmental Behavior in the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":10,"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 British Columbia","funders":"U.S. Forest Service; U.S. Department of Agriculture","keywords":"Scarcity; Mindset; Pandemic; Multitude; Environmental degradation; Sustainability; Coronavirus disease 2019 (COVID-19); Natural resource economics; Business; Development economics; Environmental resource management; Political science; Economics; Ecology","score_opus":0.016494914028826763,"score_gpt":0.28827566773298674,"score_spread":0.27178075370416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200504308","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":[0.99468756,0.00037654693,0.000058143476,0.00072618754,0.00010075899,0.0007798771,0.000014275976,0.000011390841,0.0032452866],"genre_scores_gemma":[0.9929912,0.00021183625,0.00009357103,0.00041753103,0.000013122559,0.00028488657,0.000016870275,0.000012846541,0.005958115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99775666,0.00051511085,0.000354412,0.0003623485,0.00043534688,0.00057614146],"domain_scores_gemma":[0.99900216,0.0002156088,0.00010009061,0.00056662713,0.0000058601586,0.000109654684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011039535,0.00019538638,0.00021396234,0.00006892046,0.000342079,0.00005650843,0.0004755477,0.000088851346,0.0006366424],"category_scores_gemma":[0.0004051061,0.00012768389,0.00014104092,0.00040633563,0.0011938649,0.00021204856,0.00022590102,0.00033624796,0.000007607953],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080695776,0.000442726,0.9824293,0.00002366661,0.0000064169376,0.0000657848,0.0057002907,0.0028955273,0.000038716116,0.00021395006,0.006896999,0.0012058788],"study_design_scores_gemma":[0.0003790193,0.00009745795,0.7824197,0.000002514825,0.000006797645,0.000015135543,0.2045901,0.00008763973,0.000042905325,0.00422604,0.008001799,0.00013092822],"about_ca_topic_score_codex":0.002149136,"about_ca_topic_score_gemma":0.00015144459,"teacher_disagreement_score":0.20000969,"about_ca_system_score_codex":0.004846099,"about_ca_system_score_gemma":0.00021559373,"threshold_uncertainty_score":0.99897414},"labels":[],"label_agreement":null},{"id":"W4220982677","doi":"10.3389/frsc.2022.835797","title":"Racial Evolution of an Urban Planet: Scenes From the North American Frontier","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":2,"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 British Columbia","funders":"","keywords":"Frontier; Urbanism; Sociology; Urban history; Capitalism; Identity (music); Gentrification; Hybridity; Geography; Social science; Political science; Aesthetics; Anthropology; Architecture; Law; Economics; Art; Archaeology; Politics","score_opus":0.005843868008811471,"score_gpt":0.21781881142421092,"score_spread":0.21197494341539944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220982677","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":[0.9918998,0.0030287725,0.00036481334,0.00036402344,0.000881099,0.00025316523,0.000311837,0.00004938921,0.0028471258],"genre_scores_gemma":[0.98776746,0.000047061236,0.00048413183,0.000119241005,0.0003429346,0.000051559786,0.0000926361,0.000013600354,0.0110813705],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9980418,0.00052374305,0.00021686789,0.00023829294,0.00047983608,0.00049943355],"domain_scores_gemma":[0.9993186,0.00009673988,0.0002261985,0.00023710626,0.00006361709,0.00005774148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005490777,0.00011794878,0.00024968214,0.000106840336,0.0010434854,0.000054474687,0.00057331,0.00003143431,0.000055936016],"category_scores_gemma":[0.00014909772,0.000112097274,0.0000404767,0.00062503887,0.0008038226,0.00029225735,0.000102277736,0.0002482884,7.4902186e-7],"study_design_candidate":"observational","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":[0.00014336035,0.000041235387,0.73343396,0.000006298704,0.000018879442,0.000021858048,0.07807994,0.0009548298,2.7618822e-7,0.003047571,0.18333311,0.00091868476],"study_design_scores_gemma":[0.00017331877,0.00008683346,0.1838514,0.000003229441,0.000010901088,1.825353e-7,0.49303904,0.00018916394,0.0000017377524,0.0017363873,0.32078692,0.00012087549],"about_ca_topic_score_codex":0.1649029,"about_ca_topic_score_gemma":0.012693177,"teacher_disagreement_score":0.54958254,"about_ca_system_score_codex":0.00075967517,"about_ca_system_score_gemma":0.00048276113,"threshold_uncertainty_score":0.84065807},"labels":[],"label_agreement":null},{"id":"W4223924145","doi":"10.3389/frsc.2022.838899","title":"Editorial: Positive Energy Districts: Transforming Urban Areas Into High Efficiency Districts With Local Renewable Generation and Storage","year":2022,"lang":"en","type":"editorial","venue":"Frontiers in Sustainable Cities","topic":"Integrated Energy Systems Optimization","field":"Engineering","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":"Concordia University","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Renewable energy; Geography; Business; Engineering","score_opus":0.0015405819876632505,"score_gpt":0.15933850827769847,"score_spread":0.15779792629003522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223924145","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012785273,0.002956422,0.38851446,0.000007106469,0.6063762,0.0003198523,0.0001685512,0.00022945783,0.0013001495],"genre_scores_gemma":[0.043068394,0.0015331159,0.0011889338,0.0000075580665,0.9344828,0.0008252366,0.008370439,0.0003640313,0.010159481],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965199,0.00019193333,0.0006510816,0.0007004522,0.0010483694,0.00088821544],"domain_scores_gemma":[0.99860615,0.00015411322,0.00018209337,0.00036808092,0.00054680166,0.00014278544],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039317043,0.0007383826,0.00084582466,0.0009014887,0.00047965453,0.0003271043,0.00036014253,0.00095606886,0.000014613201],"category_scores_gemma":[0.00013807525,0.00076373096,0.00007304364,0.0010979464,0.00021445336,0.0007366395,0.00007816997,0.000901073,1.9626769e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007681291,0.00001808903,0.00000957484,0.00036028994,0.00007550799,0.000075609954,0.0012158182,0.42584708,0.0000027324404,0.00058433495,0.5715757,0.00015845729],"study_design_scores_gemma":[0.0010754878,0.00030653566,0.0000010445237,0.00020183147,0.00011363303,0.0000035910728,0.020423654,0.06451412,0.00027554174,0.00018299039,0.91191936,0.0009821967],"about_ca_topic_score_codex":0.017194947,"about_ca_topic_score_gemma":0.00060246914,"teacher_disagreement_score":0.38732553,"about_ca_system_score_codex":0.00516569,"about_ca_system_score_gemma":0.00065423147,"threshold_uncertainty_score":0.9994814},"labels":[],"label_agreement":null},{"id":"W4225147895","doi":"10.3389/frsc.2022.790633","title":"Water Stress, Peri-Urbanization, and Community-Based Water Systems: A Reflective Commentary on the Metropolitan Area of Mexico City","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Water resources management and optimization","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Metropolitan area; Megacity; Urbanization; Environmental planning; Geography; Population; Water supply; Sustainability; Economic growth; Economy; Environmental science; Environmental engineering; Economics; Sociology","score_opus":0.009712327713211436,"score_gpt":0.18867705694430711,"score_spread":0.1789647292310957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225147895","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":[0.9651482,0.00072242564,0.017407853,0.0017718672,0.00048210914,0.0012482686,0.0000844927,0.0001892407,0.012945552],"genre_scores_gemma":[0.99763453,0.0000143122425,0.000115461065,0.00031193157,0.000015729313,0.00014797796,0.00026313576,0.000028840577,0.0014680882],"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","domain_scores_codex":[0.99874854,0.00044483357,0.0002057057,0.00010139112,0.00018431405,0.00031522813],"domain_scores_gemma":[0.9996054,0.000044509346,0.000025995843,0.0002420382,0.000060219867,0.000021839833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005140876,0.00014552312,0.00019659224,0.00031387794,0.000580898,0.00007124584,0.00022038294,0.000029033883,0.000052243184],"category_scores_gemma":[0.000010445203,0.0000979832,0.000026679452,0.00018383651,0.00011923744,0.00012745467,0.00018532723,0.00030931123,1.7675603e-7],"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":[0.00011129776,0.00009590062,0.042500228,0.0008806044,0.00014696356,0.000012530009,0.022273144,0.87160593,0.000018711416,0.0027356576,0.059609357,0.000009673288],"study_design_scores_gemma":[0.00085434114,0.00026996547,0.00018050685,0.000055815766,0.00005380521,6.845646e-7,0.79242843,0.14411524,0.009381447,0.0028667743,0.04945145,0.00034154105],"about_ca_topic_score_codex":0.00093166815,"about_ca_topic_score_gemma":0.0000151797385,"teacher_disagreement_score":0.7701553,"about_ca_system_score_codex":0.0008839915,"about_ca_system_score_gemma":0.0000051623088,"threshold_uncertainty_score":0.4467857},"labels":[],"label_agreement":null},{"id":"W4280522756","doi":"10.3389/frsc.2022.832506","title":"We Have Sent Ourselves to Iceland (With Apologies to Iceland): Changing the Academy From Internally-Driven to Externally Partnered","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Memorial University of Newfoundland","funders":"Ocean Nexus Center, EarthLab, University of Washington; Nippon Foundation; EarthLab, University of Washington; Canada First Research Excellence Fund; Ocean Frontier Institute; University of Washington","keywords":"Excellence; Prestige; Sustainability; Public relations; Sociology; Relevance (law); Higher education; Quality (philosophy); Political science; Power (physics); Accountability; Law","score_opus":0.21511460786629857,"score_gpt":0.45916021267100127,"score_spread":0.2440456048047027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280522756","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":[0.90667176,0.002035199,0.050612587,0.034805037,0.0011756729,0.0015040195,0.00014885445,0.00006047201,0.0029863701],"genre_scores_gemma":[0.8848271,0.000108743894,0.004529729,0.0023098344,0.00020565341,0.00056245783,0.0000059188055,0.00003358688,0.107417025],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.990155,0.0005520769,0.0006778663,0.0010723217,0.005816557,0.0017261875],"domain_scores_gemma":[0.9960698,0.0016567427,0.00020596097,0.0007525092,0.0007564771,0.0005584948],"candidate_categories":["bibliometrics","scholarly_communication"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.008469709,0.00031701117,0.00058138795,0.03850187,0.00097218895,0.0026250142,0.004641714,0.00009052267,0.00039722296],"category_scores_gemma":[0.0047566015,0.00020274855,0.00013123546,0.054548074,0.00017854729,0.0004768385,0.0047344007,0.00068284053,0.00004567166],"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":[0.0009502905,0.00012754349,0.37802476,0.000024052591,0.0001227497,0.0010079828,0.051607497,0.03426604,0.00007135545,0.001106824,0.4984056,0.034285307],"study_design_scores_gemma":[0.0005124929,0.00047198392,0.029167173,0.000032481425,0.000010356006,0.000008731322,0.49122012,0.001994055,0.00021110309,0.007550569,0.46845978,0.00036116096],"about_ca_topic_score_codex":0.0012507922,"about_ca_topic_score_gemma":0.00018206514,"teacher_disagreement_score":0.43961263,"about_ca_system_score_codex":0.0008656808,"about_ca_system_score_gemma":0.00027581558,"threshold_uncertainty_score":0.99841034},"labels":[],"label_agreement":null},{"id":"W4283713928","doi":"10.3389/frsc.2022.919724","title":"Distributive Justice and Urban Form Adaptation to Flooding Risks: Spatial Analysis to Identify Toronto's Priority Neighborhoods","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychological intervention; Geography; Environmental planning; Injustice; Flooding (psychology); Climate risk; Hazard; Adaptive capacity; Environmental resource management; Climate change; Political science; Psychology; Environmental science","score_opus":0.010159311305861516,"score_gpt":0.27297428009730756,"score_spread":0.26281496879144606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283713928","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":[0.5856833,0.00036180773,0.40361175,0.00045648369,0.0007169448,0.0012840052,0.00007014787,0.0000662236,0.007749344],"genre_scores_gemma":[0.98956764,0.000052079722,0.0052741426,0.0001973721,0.00004982275,0.00031260535,0.000054266136,0.000014412306,0.0044776574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979888,0.00012467802,0.0002768928,0.00049386866,0.0005190936,0.0005966207],"domain_scores_gemma":[0.9994554,0.00003187989,0.0000862409,0.00024670406,0.000023825487,0.00015596702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070130976,0.00019244941,0.00028764436,0.00022625324,0.0006489161,0.00014669953,0.00029931453,0.00003555988,0.00055462454],"category_scores_gemma":[0.00008363294,0.00021849976,0.0000677058,0.0010241448,0.00006236705,0.0006395182,0.0011573117,0.0001410916,0.000003160871],"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":[0.0003790821,0.00023479303,0.6659892,0.00016565227,0.0004683836,0.00011298824,0.0534034,0.17817333,0.000021630058,0.005144485,0.073931575,0.021975461],"study_design_scores_gemma":[0.00051790196,0.00028456474,0.48856154,0.000005072705,0.0007800248,4.8027584e-7,0.4433074,0.02880836,0.000027926597,0.0020223008,0.035248194,0.00043623595],"about_ca_topic_score_codex":0.04116293,"about_ca_topic_score_gemma":0.005894456,"teacher_disagreement_score":0.40388432,"about_ca_system_score_codex":0.0029843955,"about_ca_system_score_gemma":0.00002969731,"threshold_uncertainty_score":0.96522206},"labels":[],"label_agreement":null},{"id":"W4291161965","doi":"10.3389/frsc.2022.960400","title":"Why government supported smart city initiatives fail: Examining community risk and benefit agreements as a missing link to accountability for equity-seeking groups","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Equity (law); Accountability; Government (linguistics); Smart city; Adaptation (eye); Business; Public relations; Relevance (law); Public economics; Political science; Economics; Psychology; Internet of Things; Computer security; Computer science","score_opus":0.02801168040193314,"score_gpt":0.2600521080030718,"score_spread":0.2320404276011387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291161965","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":[0.9638773,0.00080711616,0.030018333,0.00031444794,0.000554077,0.0009833372,0.00023263066,0.0003902822,0.0028224576],"genre_scores_gemma":[0.9943718,0.00011109701,0.004039416,0.00032199643,0.000041757477,0.0006575418,0.000040826337,0.000052631825,0.00036295416],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99783695,0.00012339352,0.00043784772,0.00032073006,0.00042833717,0.0008527537],"domain_scores_gemma":[0.9989078,0.0003551714,0.000110570545,0.00045290362,0.00008237049,0.000091166345],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001438702,0.000316968,0.00046511734,0.00027766995,0.0013125046,0.00021234601,0.0004652816,0.00011218289,0.000059597565],"category_scores_gemma":[0.0004895675,0.00038484106,0.00006497012,0.00041566673,0.00018031643,0.0005460041,0.0013959357,0.00074089086,2.0386814e-7],"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":[0.00041070266,0.00014365492,0.8595078,0.001924413,0.00038381183,0.000056156518,0.056474656,0.010115068,0.00009367984,0.0041532777,0.013005455,0.0537313],"study_design_scores_gemma":[0.0011778049,0.00052892754,0.075290784,0.00007939878,0.000058925303,0.0000055040414,0.8101499,0.0069628325,0.0005313518,0.06521173,0.039327636,0.00067521475],"about_ca_topic_score_codex":0.002193446,"about_ca_topic_score_gemma":0.00027164482,"teacher_disagreement_score":0.78421706,"about_ca_system_score_codex":0.0018339813,"about_ca_system_score_gemma":0.000041849,"threshold_uncertainty_score":0.99998766},"labels":[],"label_agreement":null},{"id":"W4295025066","doi":"10.3389/frsc.2022.932046","title":"Community adaptation strategies in Nairobi informal settlements: Lessons from Korogocho, Nairobi-Kenya","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":20,"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":"University of Toronto Mississauga; University of Toronto","keywords":"Transformative learning; Community resilience; Vulnerability (computing); Psychological resilience; Adaptive capacity; Sustainable living; Preparedness; Climate change; Citizen journalism; Settlement (finance); Environmental planning; Political science; Public relations; Geography; Environmental resource management; Sociology; Sustainability; Resource (disambiguation); Psychology; Business; Ecology; Social psychology","score_opus":0.018432164428557184,"score_gpt":0.2769683203714448,"score_spread":0.25853615594288765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295025066","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":[0.66256285,0.00072072196,0.0027922248,0.0017903589,0.0012150714,0.0008796507,0.00005594163,0.00013087102,0.32985228],"genre_scores_gemma":[0.9341775,0.00011816205,0.00069339713,0.00020781296,0.00004575401,0.00020148148,0.000110917725,0.000013290658,0.06443164],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99735594,0.00084245106,0.00034230007,0.00019967183,0.00053522224,0.00072443165],"domain_scores_gemma":[0.9994233,0.00007675164,0.00012655825,0.00025156757,0.00006442748,0.00005734549],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013631237,0.000160263,0.00023083709,0.00046347664,0.001648147,0.00032282795,0.0007866973,0.00006335793,0.0003066263],"category_scores_gemma":[0.000095760326,0.00018840513,0.000051590163,0.00082357327,0.0004831407,0.0017353316,0.00051078096,0.00053673383,0.0000028168256],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015526371,0.00028676077,0.042544536,0.00013859848,0.000045879846,0.00008828165,0.5980583,0.031837225,0.0000022124377,0.27810642,0.040996656,0.0077398946],"study_design_scores_gemma":[0.00047329182,0.000044272245,0.008912039,0.000017704764,0.000006630851,9.035458e-8,0.807216,0.0005914133,0.0000013825206,0.028867118,0.15369067,0.0001793761],"about_ca_topic_score_codex":0.051012665,"about_ca_topic_score_gemma":0.01755315,"teacher_disagreement_score":0.27161467,"about_ca_system_score_codex":0.00090699474,"about_ca_system_score_gemma":0.0005132773,"threshold_uncertainty_score":0.99965155},"labels":[],"label_agreement":null},{"id":"W4296524094","doi":"10.3389/frsc.2022.933501","title":"Integrative resilience in action: Stories from the frontlines of climate change and the Covid-19 pandemic","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research; York University","funders":"Pierre Elliott Trudeau Foundation","keywords":"Psychological intervention; Political science; Vulnerability (computing); Blueprint; Sociology; Climate resilience; Technocracy; Climate change; Environmental resource management; Psychology; Ecology; Economics; Politics; Engineering","score_opus":0.0411841038265948,"score_gpt":0.31387716355812334,"score_spread":0.2726930597315285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296524094","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":[0.92177415,0.019956348,0.001291698,0.024312684,0.0023509369,0.0027312457,0.00007180548,0.0000884323,0.02742267],"genre_scores_gemma":[0.9768493,0.005711279,0.00007948762,0.0007958237,0.000113240276,0.00042505856,0.0000043219716,0.0000063716498,0.016015092],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9980138,0.0008607897,0.00021076517,0.00020794196,0.00035054373,0.0003561389],"domain_scores_gemma":[0.9991278,0.00049838354,0.00012756174,0.00016567708,0.000044971497,0.00003562455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017154231,0.00010242791,0.00021741865,0.00012778102,0.0010487353,0.00008134558,0.00052568305,0.000033524564,0.000059517497],"category_scores_gemma":[0.00060179527,0.00006413737,0.000034793593,0.00056561944,0.0018092738,0.00041122126,0.00036482268,0.00022124287,1.721924e-7],"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":[0.00033637875,0.000017132152,0.46698034,0.00004218779,0.000010033922,0.000010859468,0.41720915,0.00019956758,2.0071667e-7,0.10732976,0.0054733683,0.002391012],"study_design_scores_gemma":[0.00050701835,0.000018765573,0.008370448,0.000010956251,0.0000082239,2.1738622e-7,0.83303595,0.00012737121,3.5357692e-7,0.030850852,0.12699941,0.000070458904],"about_ca_topic_score_codex":0.040086377,"about_ca_topic_score_gemma":0.015145898,"teacher_disagreement_score":0.45860988,"about_ca_system_score_codex":0.0004264837,"about_ca_system_score_gemma":0.00017379786,"threshold_uncertainty_score":0.9663058},"labels":[],"label_agreement":null},{"id":"W4304166027","doi":"10.3389/frsc.2022.826326","title":"Coupling ecosystem-centered governance modes with environmental justice","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":4,"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":"Illinois-Indiana Sea Grant, University of Illinois","keywords":"Corporate governance; Environmental governance; Environmental justice; Scholarship; Negotiation; Ecosystem services; Political science; Economic Justice; Environmental resource management; Ecosystem; Business; Economics; Ecology; Law; Finance","score_opus":0.009269872553073244,"score_gpt":0.2340569462519476,"score_spread":0.22478707369887435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304166027","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":[0.93785536,0.019085122,0.0013685245,0.0012609544,0.0011357042,0.0012572118,0.00021490925,0.00012614376,0.03769605],"genre_scores_gemma":[0.9708723,0.0034940662,0.00064828113,0.00032802307,0.00012232727,0.00027734714,0.000022729744,0.000028180533,0.02420676],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99772245,0.00015105044,0.00025899685,0.00031845932,0.00067072496,0.0008783123],"domain_scores_gemma":[0.99948376,0.00006957713,0.00013857841,0.00018175163,0.000011173945,0.000115162606],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000622421,0.00016681456,0.00025735528,0.00010379713,0.0020768705,0.0000858762,0.00036208236,0.000054300832,0.00041710047],"category_scores_gemma":[0.000031388397,0.00018849305,0.000041108153,0.00020831791,0.00036243376,0.00050937285,0.00019233336,0.00030748267,0.0000042581355],"study_design_candidate":"qualitative","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":[0.0010997688,0.00073510985,0.465316,0.004232078,0.00010930108,0.00088599016,0.11168554,0.12694779,0.000014625981,0.23945405,0.048752237,0.00076750625],"study_design_scores_gemma":[0.00054287404,0.00009363537,0.0027385002,0.000050405753,0.000041914638,0.000002739285,0.85882765,0.0016488517,0.0000075735247,0.00048658866,0.13532203,0.00023720598],"about_ca_topic_score_codex":0.0013006888,"about_ca_topic_score_gemma":0.00063524826,"teacher_disagreement_score":0.74714214,"about_ca_system_score_codex":0.0027941002,"about_ca_system_score_gemma":0.00024750037,"threshold_uncertainty_score":0.9992223},"labels":[],"label_agreement":null},{"id":"W4307556323","doi":"10.3389/frsc.2022.941635","title":"Building soil by building community: How can an interdisciplinary approach better support community needs and urban resilience?","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":6,"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 British Columbia","funders":"","keywords":"Green infrastructure; Environmental planning; Ecosystem services; Environmental resource management; Government (linguistics); General partnership; Psychological resilience; Geography; Business; Ecology; Ecosystem; Environmental science; Psychology","score_opus":0.011615016084266372,"score_gpt":0.24438005288720574,"score_spread":0.23276503680293936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307556323","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":[0.9896678,0.0002863255,0.0040674247,0.0018197531,0.00015839585,0.0004186406,0.00004409568,0.00007600953,0.0034615549],"genre_scores_gemma":[0.9826608,0.000018938435,0.0053679585,0.0009667229,0.000035109002,0.00015257034,0.00007936024,0.000044354532,0.010674191],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99654746,0.0014090317,0.00027951284,0.00031009823,0.00044878272,0.0010051031],"domain_scores_gemma":[0.9988128,0.00008150742,0.00013768692,0.0007198941,0.000016168045,0.00023195699],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0023756376,0.0002922478,0.00040482098,0.0003624077,0.0042969864,0.00018617911,0.0010002018,0.00009605017,0.00011484122],"category_scores_gemma":[0.00002959143,0.00032874575,0.000051523344,0.00074393884,0.0008994053,0.00084330305,0.0038177264,0.0018938463,4.7201402e-7],"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":[0.000060313087,0.00020614156,0.6902398,0.00014631943,0.000013275448,0.00002608485,0.06695011,0.0005253856,0.000120874065,0.00035348255,0.24016678,0.0011914305],"study_design_scores_gemma":[0.0005967153,0.00067243574,0.018166592,0.00001477318,0.00002109788,0.00003068689,0.9444879,0.0021523007,0.000059260165,0.008762339,0.024521025,0.00051482086],"about_ca_topic_score_codex":0.018637365,"about_ca_topic_score_gemma":0.0011853254,"teacher_disagreement_score":0.87753785,"about_ca_system_score_codex":0.0016211368,"about_ca_system_score_gemma":0.00007853464,"threshold_uncertainty_score":0.99991643},"labels":[],"label_agreement":null},{"id":"W4308125662","doi":"10.3389/frsc.2022.975130","title":"Contested densification: Sustainability, place and expectations at the urban fringe","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Fonds de recherche du Québec","keywords":"Sustainability; Metropolitan area; Scholarship; Situated; Corporate governance; Political science; Citizen journalism; Context (archaeology); Urbanism; Sociology; Public administration; Geography; Architecture; Economics; Management","score_opus":0.010000980357785037,"score_gpt":0.2457878732748326,"score_spread":0.23578689291704755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308125662","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":[0.93932843,0.016422367,0.00036115557,0.01653366,0.00067779596,0.0010540523,0.00003437541,0.0001444573,0.02544372],"genre_scores_gemma":[0.75819916,0.0000401947,0.00006745864,0.0001284696,0.00005434156,0.00023255778,0.000007712712,0.000008743469,0.24126138],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99832743,0.00041837367,0.00017857603,0.00024929,0.00035718133,0.00046912214],"domain_scores_gemma":[0.9991474,0.0002983532,0.00010061337,0.00021797937,0.00017849835,0.00005711119],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008457466,0.00010016681,0.00014340882,0.00010576076,0.0027601835,0.00011358285,0.00027628077,0.000038933802,0.000058965292],"category_scores_gemma":[0.000844236,0.00009804109,0.00003169296,0.00050175615,0.00068621285,0.0002090879,0.00022047134,0.00021271451,8.452654e-7],"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":[0.00005770831,0.000026822323,0.3236443,0.00003526723,0.000012339697,0.000042427135,0.16274096,0.0004535748,4.082142e-7,0.082382075,0.43045783,0.00014626363],"study_design_scores_gemma":[0.00016279295,0.000019446394,0.007351398,0.0000027147164,0.0000054574098,0.0000015155128,0.59383607,0.00012004219,0.0000023184539,0.005056673,0.39335304,0.000088521425],"about_ca_topic_score_codex":0.004424379,"about_ca_topic_score_gemma":0.0007301406,"teacher_disagreement_score":0.43109512,"about_ca_system_score_codex":0.0018813615,"about_ca_system_score_gemma":0.0004651099,"threshold_uncertainty_score":0.9985381},"labels":[],"label_agreement":null},{"id":"W4313584878","doi":"10.3389/frsc.2022.1053439","title":"ADUs and the Just City: How additional dwelling units can shape urban environments toward equitable outcomes in Canadian cities","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Equity (law); Ideology; Democracy; Security of tenure; Inclusion (mineral); Government (linguistics); Diversity (politics); Through-the-lens metering; Economic Justice; Business; Political economy; Public economics; Economics; Political science; Sociology; Lens (geology); Geography; Land tenure; Law","score_opus":0.0289861789995904,"score_gpt":0.20052962032517,"score_spread":0.17154344132557958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313584878","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":[0.9261079,0.009281418,0.0002698055,0.011466274,0.0017119136,0.0011675333,0.004101541,0.000107914784,0.045785706],"genre_scores_gemma":[0.9008136,0.0015172894,0.00012745189,0.000594749,0.0001140322,0.00019654723,0.00025184327,0.00004288966,0.096341595],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99759907,0.000049144975,0.0004499829,0.00043924057,0.00009525652,0.0013672998],"domain_scores_gemma":[0.99926174,0.00012911225,0.00016660108,0.00025838387,0.000030109635,0.00015404364],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00085133285,0.00027090087,0.0006435647,0.0011817503,0.00042061904,0.00025610498,0.00032012793,0.00016772657,0.00033790892],"category_scores_gemma":[0.00015031024,0.00028244703,0.000068366746,0.0008321389,0.00049664854,0.00044614318,0.00014621155,0.000310536,0.000014716222],"study_design_candidate":"not_applicable","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":[0.000055296492,0.000019484514,0.55684793,0.00018491618,0.00008864926,0.00025374282,0.024856068,0.000755768,8.275261e-8,0.27509794,0.1412963,0.00054380967],"study_design_scores_gemma":[0.0018836608,0.00003174395,0.06890424,0.000056446384,0.000009518739,0.000003456951,0.07739468,0.0062213577,0.0000030254882,0.03111905,0.8138301,0.00054271595],"about_ca_topic_score_codex":0.12855718,"about_ca_topic_score_gemma":0.02549483,"teacher_disagreement_score":0.6725338,"about_ca_system_score_codex":0.00091808935,"about_ca_system_score_gemma":0.00025077254,"threshold_uncertainty_score":0.99996275},"labels":[],"label_agreement":null},{"id":"W4313641597","doi":"10.3389/frsc.2022.972173","title":"People and politics: Urban climate resilience in Phnom Penh, Cambodia","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Cambodian History and Society","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Politics; Urban resilience; Urbanization; Vulnerability (computing); Geography; Political science; Status quo; Economic growth; Urban planning; Sociology; Development economics","score_opus":0.007313889305464153,"score_gpt":0.24417051821405272,"score_spread":0.23685662890858858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313641597","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":[0.94266254,0.0021171903,0.00003205952,0.00088773604,0.00065965124,0.00038386346,0.0000167881,0.00014745811,0.053092692],"genre_scores_gemma":[0.9353507,0.001926975,0.00017436488,0.00014186633,0.00015067449,0.000059647267,0.000007952376,0.000015849357,0.062171966],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99787796,0.00021064286,0.00023305572,0.0003093615,0.00026364802,0.0011053205],"domain_scores_gemma":[0.9994248,0.00014387311,0.00005155994,0.00017486952,0.00006931052,0.00013556369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013020256,0.00013145895,0.0002732853,0.00038865695,0.0007774441,0.00011907423,0.00023657901,0.00014959487,0.000039823364],"category_scores_gemma":[0.0004585018,0.00016107991,0.00005165139,0.0010445764,0.00076029636,0.00048387723,0.00011405378,0.00021820625,0.000010618042],"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":[0.000012541776,0.000014792324,0.51962745,0.00015662608,0.0000037358473,0.00010338375,0.24852477,0.00003953221,7.104981e-7,0.13426872,0.09710194,0.00014576982],"study_design_scores_gemma":[0.00027433975,0.000016370817,0.04818295,0.000025888998,0.0000041787507,4.2299774e-7,0.78857225,0.00014276257,0.000002106591,0.012371814,0.15020621,0.0002007061],"about_ca_topic_score_codex":0.0081580505,"about_ca_topic_score_gemma":0.003388499,"teacher_disagreement_score":0.54004747,"about_ca_system_score_codex":0.0009594722,"about_ca_system_score_gemma":0.00040425672,"threshold_uncertainty_score":0.9984467},"labels":[],"label_agreement":null},{"id":"W4319442399","doi":"10.3389/frsc.2022.775340","title":"Exploring barriers and perceptions to walking and cycling in Nairobi metropolitan area","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":25,"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":"Frontiers Foundation","keywords":"Cycling; Metropolitan area; Population; Business; TRIPS architecture; Geography; Transport engineering; Environmental health; Medicine; Engineering","score_opus":0.03471568898756705,"score_gpt":0.2834550933793201,"score_spread":0.24873940439175307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319442399","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":[0.99258316,0.00042642775,0.00028074108,0.0006098591,0.00026267138,0.00026907065,0.0000034701213,0.00009517542,0.005469429],"genre_scores_gemma":[0.99451995,0.00048615172,0.0006284583,0.000046789406,0.00006001496,0.000089089,0.0000032142293,0.000012148468,0.0041542132],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9985665,0.000090805,0.00021142766,0.0002973081,0.00017637116,0.0006575987],"domain_scores_gemma":[0.9995758,0.000067342946,0.00002466714,0.00010527728,0.00004414281,0.00018276795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009665798,0.000112136375,0.00021655075,0.0006818553,0.0005761856,0.00014163512,0.00013132683,0.00006109324,0.000027816493],"category_scores_gemma":[0.0003764045,0.00012564234,0.000026665286,0.0010982999,0.0003557198,0.0008788068,0.00006594096,0.0001519317,7.1762224e-7],"study_design_candidate":"observational","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":[0.00001242888,0.0000043505615,0.8816886,0.00007404708,0.0000044863896,0.00003808902,0.1109673,0.000034802546,0.0000043590326,0.0055402885,0.00050391495,0.0011273399],"study_design_scores_gemma":[0.00013134601,0.000009421879,0.25100708,0.00003874142,0.000004237399,6.472359e-8,0.7348475,0.000056970173,0.0000056621116,0.011085575,0.0026898724,0.00012355323],"about_ca_topic_score_codex":0.009357786,"about_ca_topic_score_gemma":0.0042523956,"teacher_disagreement_score":0.6306815,"about_ca_system_score_codex":0.0006204752,"about_ca_system_score_gemma":0.00011275839,"threshold_uncertainty_score":0.997239},"labels":[],"label_agreement":null},{"id":"W4323044771","doi":"10.3389/frsc.2023.1129316","title":"Extending system dynamics modeling using simulation decomposition to improve the urban planning process","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Business Finland","keywords":"Sensitivity (control systems); Monte Carlo method; Computer science; Overhead (engineering); Process (computing); Relation (database); Variable (mathematics); System dynamics; Simulation modeling; Domain (mathematical analysis); Mathematical optimization; Artificial intelligence; Data mining; Engineering; Mathematics","score_opus":0.06413939369694203,"score_gpt":0.3841446966907032,"score_spread":0.3200053029937612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323044771","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48539215,0.000116103474,0.5130816,0.00008090603,0.0005248083,0.00029931663,0.000005290714,0.00011864059,0.00038117787],"genre_scores_gemma":[0.99657243,0.000004157335,0.0022035763,0.00004286815,0.00009560775,0.000062017214,0.000020237816,0.000027718217,0.0009714053],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9970873,0.00018230948,0.00069840415,0.0004911894,0.00092662656,0.0006141851],"domain_scores_gemma":[0.99845916,0.00033896224,0.00019488946,0.00036267802,0.000568936,0.000075396245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036080086,0.00018258338,0.0002904367,0.0013854223,0.00077535876,0.0006032318,0.00047618302,0.00010035382,0.0000028133911],"category_scores_gemma":[0.0006749508,0.00014465599,0.00008138121,0.0027372162,0.000050122944,0.00075572805,0.00011635931,0.000179189,0.000008507197],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052828178,0.0000052209343,0.008636417,0.000084239306,0.000008572719,0.000019330255,0.0071981354,0.9797577,0.000007818531,0.0022129137,0.00025673246,0.001760039],"study_design_scores_gemma":[0.00011268279,0.00001586622,0.00013776323,0.00008628728,0.000009720609,0.0000013666253,0.33166793,0.6515916,0.0000044897015,0.01621287,0.00004045295,0.00011898767],"about_ca_topic_score_codex":0.000091481576,"about_ca_topic_score_gemma":0.0000062290646,"teacher_disagreement_score":0.5111803,"about_ca_system_score_codex":0.00058456836,"about_ca_system_score_gemma":0.00009835906,"threshold_uncertainty_score":0.5963511},"labels":[],"label_agreement":null},{"id":"W4378906585","doi":"10.3389/frsc.2023.1211125","title":"Editorial: Adapting cities for transformative climate resilience: lessons from the field","year":2023,"lang":"en","type":"editorial","venue":"Frontiers in Sustainable Cities","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"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":"Transformative learning; Resilience (materials science); Climate change; Field (mathematics); Psychological resilience; Political science; Environmental resource management; Environmental planning; Sociology; Environmental ethics; Geography; Environmental science; Psychology; Oceanography; Geology","score_opus":0.008396892487942212,"score_gpt":0.2668407892464179,"score_spread":0.2584438967584757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378906585","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000040474606,0.0030358688,0.03173125,0.00045832153,0.96058786,0.0013007732,0.00087191875,0.00069076434,0.0012827575],"genre_scores_gemma":[0.0003708124,0.0044540116,0.0016685271,0.000047250345,0.98386145,0.0017386186,0.00060842745,0.00027113027,0.006979798],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956859,0.0001560264,0.0007969118,0.0005649385,0.0009389416,0.001857293],"domain_scores_gemma":[0.99063975,0.0080057215,0.00017143846,0.00055947975,0.000522267,0.00010134661],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016445286,0.00070575555,0.0009508951,0.00046012056,0.0006386601,0.0005687283,0.0010566347,0.0011419156,0.000013817519],"category_scores_gemma":[0.0030109007,0.00063500006,0.00027973397,0.0006052735,0.00020483539,0.0005618251,0.00016259497,0.0015701418,0.000003465153],"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":[0.00014743846,0.000009820341,0.000026902779,0.0016919615,0.00016866419,0.000029682486,0.005078673,0.0083920015,0.0000010342317,0.0012407325,0.98209155,0.0011215439],"study_design_scores_gemma":[0.00065996824,0.00008668213,0.0000033418503,0.0004559777,0.00008626432,8.1444625e-8,0.19241445,0.0035949843,0.000047356556,0.012263461,0.78980184,0.00058559957],"about_ca_topic_score_codex":0.0009102978,"about_ca_topic_score_gemma":0.00008297217,"teacher_disagreement_score":0.19228971,"about_ca_system_score_codex":0.001368098,"about_ca_system_score_gemma":0.00079326826,"threshold_uncertainty_score":0.9996101},"labels":[],"label_agreement":null},{"id":"W4383105922","doi":"10.3389/frsc.2023.1196428","title":"From “smart growth” to “frontier” intensification: density, YIMBYism, and the development of garden suites in Toronto","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Frontier; Smart growth; Politics; Sustainable development; Narrative; Urbanism; New Urbanism; Intervention (counseling); Political science; Economic growth; Sociology; Economic geography; Urban planning; Geography; Economics; Architecture; Engineering; Civil engineering; Archaeology; Art; Law","score_opus":0.01466420161437155,"score_gpt":0.21180961225465178,"score_spread":0.19714541064028024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383105922","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":[0.9652162,0.0058106715,0.0035915386,0.0013239961,0.0008398767,0.00058584113,0.000028071261,0.00005085168,0.022552935],"genre_scores_gemma":[0.98096174,0.0007367448,0.0053761927,0.00021603241,0.00007095745,0.00008194034,0.000024224102,0.000027796626,0.012504363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824965,0.000040339924,0.0007512235,0.00040114622,0.00007149367,0.00048614448],"domain_scores_gemma":[0.9992501,0.00010665217,0.0001843845,0.00029560243,0.000107032996,0.000056227836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010535845,0.00018129905,0.0006210924,0.0004254437,0.00012725848,0.00007759143,0.0002987612,0.00010908689,0.00003783911],"category_scores_gemma":[0.00017952421,0.00018409948,0.000055698805,0.00048715435,0.00021128883,0.0002745417,0.00023282156,0.00011950774,0.0000174853],"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":[0.00032827593,0.00007024482,0.45452088,0.00027934034,0.000112360605,0.000040682822,0.21063805,0.00006181165,0.000006195821,0.2697009,0.06136232,0.0028789255],"study_design_scores_gemma":[0.0025586267,0.00004465606,0.41259688,0.0001174104,0.000010384038,0.0000014809399,0.32537746,0.0010083213,0.00028494655,0.08798762,0.16938397,0.00062820816],"about_ca_topic_score_codex":0.012577813,"about_ca_topic_score_gemma":0.0030731454,"teacher_disagreement_score":0.1817133,"about_ca_system_score_codex":0.0005802187,"about_ca_system_score_gemma":0.0000736298,"threshold_uncertainty_score":0.9939975},"labels":[],"label_agreement":null},{"id":"W4385444618","doi":"10.3389/frsc.2023.1233878","title":"Pursuit of environmental justice in urban forest planning and practice","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Environmental justice; Urban forest; Disadvantaged; Economic Justice; Urban planning; Government (linguistics); Sociology; Injustice; Environmental planning; Urban forestry; Political science; Environmental resource management; Geography; Forestry","score_opus":0.012042595300067726,"score_gpt":0.24905496507637503,"score_spread":0.2370123697763073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385444618","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":[0.98441875,0.0017672888,0.00030588312,0.00076515606,0.00018558536,0.00039875205,0.000009873259,0.000034720786,0.012113988],"genre_scores_gemma":[0.9841414,0.00036795536,0.0015971257,0.00020005961,0.00003005533,0.000031054144,0.000008512879,0.000018302524,0.013605521],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985881,0.000087839966,0.00023417467,0.00025109987,0.0002928721,0.00054590014],"domain_scores_gemma":[0.999519,0.00016325562,0.000090781585,0.00015262337,0.00000356552,0.00007080131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008329743,0.00012250358,0.00020903851,0.0002330843,0.00009829721,0.000026441194,0.00017688925,0.00007661006,0.00006830425],"category_scores_gemma":[0.0001809883,0.00013349835,0.000018902858,0.0004455016,0.00033176527,0.00056392525,0.00027164974,0.00017074253,0.000013388123],"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":[0.00009137503,0.000035593766,0.942218,0.00013800061,0.0000046264186,0.00018616018,0.008786993,0.0016131656,0.00002329792,0.00043945204,0.046107378,0.00035597195],"study_design_scores_gemma":[0.0005087622,0.000100645855,0.6865846,0.000032727316,0.00001888974,0.0000063921443,0.2744539,0.0012434424,0.000009505017,0.0017287857,0.03514886,0.00016347149],"about_ca_topic_score_codex":0.0013805993,"about_ca_topic_score_gemma":0.00017671521,"teacher_disagreement_score":0.2656669,"about_ca_system_score_codex":0.0004094636,"about_ca_system_score_gemma":0.000026413512,"threshold_uncertainty_score":0.5443905},"labels":[],"label_agreement":null},{"id":"W4386158285","doi":"10.3389/frsc.2023.1277926","title":"Editorial: Density, sustainability and the governance of urban futures","year":2023,"lang":"en","type":"editorial","venue":"Frontiers in Sustainable Cities","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":1,"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":"Futures contract; Sustainability; Corporate governance; Business; Environmental planning; Political science; Geography; Finance; Ecology","score_opus":0.002184743701140571,"score_gpt":0.19318957744261478,"score_spread":0.1910048337414742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386158285","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0074222023,0.0017277615,0.000015093938,0.00028889277,0.9887069,0.0006754997,0.00006241068,0.000053097436,0.0010481781],"genre_scores_gemma":[0.015448927,0.0021034658,0.000043670963,0.000015425598,0.9723287,0.00015330905,0.000046061654,0.00006179968,0.00979859],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996913,0.00026247097,0.0005199758,0.00054455944,0.0010394152,0.00072056527],"domain_scores_gemma":[0.99795,0.0008460359,0.00038750033,0.0005717904,0.0001715707,0.00007308292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019314917,0.00035196243,0.00083566405,0.0000764734,0.00028373458,0.00012754196,0.0007473726,0.0006457158,0.000036342157],"category_scores_gemma":[0.0018221069,0.00024425235,0.00012537761,0.00044446008,0.00052066316,0.00035201383,0.0010104534,0.00060341536,0.000005326552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003206343,0.000017439841,0.01422949,0.0014971322,0.00003914447,0.000022064505,0.0022642189,0.00019147228,4.848633e-8,0.00039412818,0.9809096,0.00011462486],"study_design_scores_gemma":[0.0010463338,0.000041617794,0.0011564088,0.00007854671,0.000053951615,2.3631934e-7,0.023550667,0.00013791918,0.0000036524057,0.023559397,0.9500863,0.00028496064],"about_ca_topic_score_codex":0.023562832,"about_ca_topic_score_gemma":0.002642924,"teacher_disagreement_score":0.030823292,"about_ca_system_score_codex":0.0009883355,"about_ca_system_score_gemma":0.00023356629,"threshold_uncertainty_score":0.9960321},"labels":[],"label_agreement":null},{"id":"W4387597236","doi":"10.3389/frsc.2023.1152244","title":"Some like it complex: building a common multidisciplinarity background from local experiences within the South-Mediterranean environmental research communities","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":2,"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":"Centre National de la Recherche Scientifique; Agence Universitaire de la Francophonie; Agence Nationale de la Recherche","keywords":"Multidisciplinary approach; Politics; Sustainability; Political science; Hierarchy; Work (physics); Environmental planning; Regional science; Sociology; Public relations; Geography; Social science; Ecology; Engineering","score_opus":0.08302557628820605,"score_gpt":0.28791244478998185,"score_spread":0.2048868685017758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387597236","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":[0.9953903,0.0005909531,0.000027549213,0.0025767519,0.00041081558,0.00047572362,0.00004715872,0.00025035997,0.00023041424],"genre_scores_gemma":[0.996189,0.00015124994,0.00022402783,0.00012403661,0.0002027087,0.00027232364,0.00023395508,0.0000038925946,0.0025987835],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974564,0.00042493342,0.00034003286,0.0003353496,0.00056004734,0.0008832761],"domain_scores_gemma":[0.99913895,0.0004592351,0.00008816321,0.00022881874,0.000030020847,0.000054782864],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012732302,0.00023558001,0.00030719826,0.00014984082,0.0017115183,0.00039713766,0.0013274581,0.00015272557,0.0001082168],"category_scores_gemma":[0.000026424708,0.000101683974,0.00007776834,0.0007274268,0.0024575389,0.00052232726,0.0016694146,0.0005833633,0.00001748172],"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":[0.0004916612,0.0004137501,0.3708055,0.00019984804,0.00020453549,0.00051989505,0.47391316,0.0009098203,0.0012250708,0.01589756,0.1160398,0.019379396],"study_design_scores_gemma":[0.0001822149,0.00012211871,0.03226352,0.00003144455,0.0000056952786,6.548717e-7,0.901505,0.0035451404,0.0001877632,0.05198166,0.0099559855,0.00021877442],"about_ca_topic_score_codex":0.004707029,"about_ca_topic_score_gemma":0.0012291013,"teacher_disagreement_score":0.42759186,"about_ca_system_score_codex":0.0002142893,"about_ca_system_score_gemma":0.00001091435,"threshold_uncertainty_score":0.99958813},"labels":[],"label_agreement":null},{"id":"W4388651413","doi":"10.3389/frsc.2023.1264710","title":"Trading off sustainable development in Canadian cities: theoretical implications of SDG 11 indicator aggregation approaches","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Balsillie School of International Affairs; University of Waterloo","funders":"Employment and Social Development Canada; Social Sciences and Humanities Research Council of Canada","keywords":"Sustainable development; Metropolitan area; Index (typography); Human capital; Sustainability; Human development (humanity); Economics; Environmental economics; Business; Regional science; Environmental resource management; Economic growth; Geography; Political science; Computer science; Ecology","score_opus":0.012706779912058272,"score_gpt":0.2155929497882761,"score_spread":0.20288616987621783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388651413","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":[0.9716071,0.0017469042,0.008426898,0.0005184747,0.00029431548,0.0014324867,0.000016267848,0.00039254304,0.0155650005],"genre_scores_gemma":[0.9931445,0.00014437444,0.002203435,0.000025108284,0.000036942172,0.00061455753,0.00007478506,0.0000701302,0.0036861722],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99695826,0.00008806511,0.00062549056,0.00034900208,0.00027074077,0.0017084394],"domain_scores_gemma":[0.999138,0.00011830807,0.00007171885,0.00032268258,0.000114302384,0.00023496567],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012048571,0.00030491373,0.00045415954,0.0028879344,0.00022177829,0.000106553496,0.0004017888,0.00021164441,0.000048904873],"category_scores_gemma":[0.00018743759,0.0003537822,0.00006455462,0.0021238127,0.00028809323,0.00040825343,0.000080333906,0.00027924246,0.0000026917],"study_design_candidate":"theoretical_or_conceptual","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":[0.000020455524,0.000050416096,0.18394673,0.0021050852,0.00007259575,0.000262496,0.017447803,0.025088442,0.000009404858,0.75100034,0.015457679,0.0045385733],"study_design_scores_gemma":[0.0010891401,0.000051323663,0.048078395,0.00022437997,0.000027476912,0.0000066960047,0.7224654,0.062291183,0.0013617332,0.1092595,0.05421325,0.00093151676],"about_ca_topic_score_codex":0.0071193874,"about_ca_topic_score_gemma":0.00222021,"teacher_disagreement_score":0.7050176,"about_ca_system_score_codex":0.0036943574,"about_ca_system_score_gemma":0.0016000364,"threshold_uncertainty_score":0.9998914},"labels":[],"label_agreement":null},{"id":"W4392353016","doi":"10.3389/frsc.2024.1387149","title":"Editorial: Relational approaches to urban sustainability governance","year":2024,"lang":"en","type":"editorial","venue":"Frontiers in Sustainable Cities","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Urban sustainability; Sustainability; Corporate governance; Business; Environmental planning; Process management; Environmental resource management; Geography; Environmental science; Ecology; Biology","score_opus":0.01905012319851733,"score_gpt":0.25053720790785805,"score_spread":0.2314870847093407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392353016","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000036501602,0.0075108134,0.00042153941,0.0027350031,0.95277464,0.0010166437,0.00037739464,0.00026264868,0.034864828],"genre_scores_gemma":[0.00032338887,0.0002320016,0.0004991078,0.000022195278,0.62858254,0.00025293487,0.0001063208,0.000065527915,0.36991596],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99344873,0.0004265818,0.0006467605,0.0011566187,0.0026978177,0.0016234822],"domain_scores_gemma":[0.9970694,0.00086889,0.00030400217,0.00057286595,0.00090032286,0.00028449038],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003095541,0.00055011734,0.00081845373,0.00037490614,0.00067397114,0.0006023555,0.0010347493,0.0016784841,0.00003434889],"category_scores_gemma":[0.0139226625,0.00062140805,0.00022203216,0.0013006952,0.00073367613,0.00067976676,0.00033345693,0.001996303,0.000030180132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00012608281,0.00004015236,0.0015824991,0.000741303,0.00004850881,0.000076823024,0.021503942,0.00019926844,5.164596e-9,0.091384724,0.8841252,0.00017149867],"study_design_scores_gemma":[0.00021999418,0.000054330918,0.00007999436,0.00023695889,0.000039802984,9.368845e-8,0.053897876,0.000018928953,2.3245069e-7,0.038411245,0.9064096,0.0006309285],"about_ca_topic_score_codex":0.012999656,"about_ca_topic_score_gemma":0.000761192,"teacher_disagreement_score":0.33505115,"about_ca_system_score_codex":0.009380177,"about_ca_system_score_gemma":0.0079457,"threshold_uncertainty_score":0.9996237},"labels":[],"label_agreement":null},{"id":"W4399181436","doi":"10.3389/frsc.2024.1394056","title":"The challenges of urban street trees and how to overcome them","year":2024,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":20,"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":"Technische Universität München; European Commission","keywords":"Pruning; Perspective (graphical); Damages; Environmental planning; Arboriculture; Conversation; Adaptation (eye); Geography; Environmental resource management; Business; Sociology; Agroforestry; Computer science; Political science; Environmental science","score_opus":0.012562777709843823,"score_gpt":0.21986137160165514,"score_spread":0.20729859389181132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399181436","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":[0.8864016,0.061165553,0.00057357724,0.025079027,0.0005818188,0.00078125467,0.000018102262,0.000094421186,0.025304636],"genre_scores_gemma":[0.9615816,0.0026040506,0.00048462918,0.00006510799,0.00004281263,0.000030845502,5.0384716e-7,0.000014013811,0.035176426],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.999012,0.000047136386,0.000104196086,0.00022071654,0.00019607114,0.00041987887],"domain_scores_gemma":[0.99961305,0.000083075814,0.000023944254,0.00019662746,0.000008272248,0.00007502622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003988738,0.00011221729,0.00016156634,0.00007169916,0.00013122176,0.00007471584,0.00018839548,0.000048737376,0.000031299478],"category_scores_gemma":[0.00003696905,0.00008052279,0.000029260227,0.00021900772,0.00029483036,0.00023812443,0.00017820977,0.00010934287,0.0000045415163],"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":[0.000027116575,0.000012874858,0.67886215,0.00021157687,0.000017425391,0.000032782198,0.012292838,0.000029673636,0.000005736703,0.04862779,0.2501602,0.009719841],"study_design_scores_gemma":[0.00021496399,0.00022275276,0.19471723,0.00009781268,0.000014880864,0.0000026324076,0.3627378,0.00043112054,0.000056915494,0.02700062,0.41423917,0.00026409677],"about_ca_topic_score_codex":0.0010881401,"about_ca_topic_score_gemma":0.0020875193,"teacher_disagreement_score":0.48414493,"about_ca_system_score_codex":0.00022066693,"about_ca_system_score_gemma":0.000029201721,"threshold_uncertainty_score":0.3283624},"labels":[],"label_agreement":null},{"id":"W4401434377","doi":"10.3389/frsc.2024.1462758","title":"Editorial: New frontiers in evaluation, management, and technologies for sustainable cities","year":2024,"lang":"en","type":"editorial","venue":"Frontiers in Sustainable Cities","topic":"Urban Planning and Valuation","field":"Environmental Science","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":"Environmental planning; Regional science; Political science; Environmental resource management; Business; Geography; Environmental science","score_opus":0.008431282728320812,"score_gpt":0.2487357754817522,"score_spread":0.2403044927534314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401434377","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027602084,0.015968325,0.00412917,0.00029596357,0.9683172,0.0033652403,0.000058176298,0.00036445106,0.0072254282],"genre_scores_gemma":[0.0004064585,0.0024910863,0.011823062,0.000023114657,0.52164704,0.0022745396,0.00067649415,0.0001864346,0.46047175],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950035,0.00016863004,0.0007028446,0.0011941134,0.001497674,0.0014332411],"domain_scores_gemma":[0.998652,0.00025472682,0.00024900914,0.0005291859,0.00022210514,0.000092989976],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0031526084,0.0006402202,0.0008123064,0.0014663337,0.00030585637,0.0005949924,0.00070149207,0.0012237101,0.000042053412],"category_scores_gemma":[0.0021643855,0.0006884283,0.00011710098,0.001095569,0.00054691546,0.000989696,0.0007094222,0.0009238918,0.0000075482667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017339547,0.000026307978,0.005759639,0.0016250575,0.00008871805,0.0000565567,0.0018638824,0.00094449986,1.3599744e-7,0.00066569704,0.9852951,0.0035009743],"study_design_scores_gemma":[0.0011768054,0.00010150051,0.00009371139,0.00019632162,0.0001722225,3.83527e-7,0.12383856,0.0013982499,0.000003408106,0.15418133,0.718307,0.0005304998],"about_ca_topic_score_codex":0.0020085792,"about_ca_topic_score_gemma":0.00007532578,"teacher_disagreement_score":0.45324633,"about_ca_system_score_codex":0.004277004,"about_ca_system_score_gemma":0.0005687156,"threshold_uncertainty_score":0.99955666},"labels":[],"label_agreement":null},{"id":"W4406188539","doi":"10.3389/frsc.2024.1518618","title":"Characterising and reassessing people-centred data governance in cities","year":2025,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Corporate governance; Political science; Public administration; Regional science; Sociology; Economics; Management","score_opus":0.0199480974068923,"score_gpt":0.2814594055330476,"score_spread":0.2615113081261553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406188539","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":[0.8669843,0.04114063,0.0070269713,0.01348548,0.0040608556,0.0019677514,0.0001868041,0.00029201273,0.0648552],"genre_scores_gemma":[0.9854576,0.0045073926,0.001375575,0.00015324223,0.00013046098,0.000036456408,0.000063279425,0.00001083477,0.00826518],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9982932,0.00024952658,0.00026019648,0.00038879202,0.00022460365,0.00058364565],"domain_scores_gemma":[0.99923414,0.000089104,0.000098753386,0.00045816746,0.000072905335,0.00004695015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090058474,0.00013221474,0.00027253677,0.00027315016,0.00055288215,0.00045009342,0.0006514345,0.000125939,0.000017578686],"category_scores_gemma":[0.0017576348,0.0001572884,0.000016753815,0.0007250698,0.0003392119,0.0021962656,0.0007583382,0.00023101139,3.8910085e-7],"study_design_candidate":"observational","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":[0.00020551722,0.0001033446,0.7309509,0.001022223,0.00003136409,0.00009828503,0.07654839,0.0000065089084,0.000009531075,0.12485036,0.035212938,0.03096064],"study_design_scores_gemma":[0.00070030126,0.000011431196,0.15822028,0.00034270473,0.000013227942,8.787212e-7,0.61930275,0.00077007664,0.000016880143,0.07164914,0.14869145,0.00028090202],"about_ca_topic_score_codex":0.025387892,"about_ca_topic_score_gemma":0.0071011037,"teacher_disagreement_score":0.5727306,"about_ca_system_score_codex":0.000672842,"about_ca_system_score_gemma":0.0005053108,"threshold_uncertainty_score":0.9811021},"labels":[],"label_agreement":null},{"id":"W4406725987","doi":"10.3389/frsc.2024.1469803","title":"Sensitizing performance of air purifiers for the high-rise commercial buildings in urban core","year":2025,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Environment and Protected Areas","funders":"","keywords":"Air purifier; Architectural engineering; Core (optical fiber); High rise; Engineering; Environmental science; Telecommunications; Mechanical engineering; Structural engineering","score_opus":0.004727630393618287,"score_gpt":0.19185135764260436,"score_spread":0.18712372724898607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406725987","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":[0.9126596,0.0021090936,0.08244742,0.00016642809,0.0010013959,0.00037857922,0.000004939959,0.00008456212,0.0011480283],"genre_scores_gemma":[0.99257046,0.00025623746,0.004878925,0.0000652115,0.000036292342,0.00009058953,0.000008347155,0.000018365947,0.0020755671],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992515,0.000012769661,0.00023130664,0.00011063639,0.00007400276,0.00031978273],"domain_scores_gemma":[0.99965453,0.00007703864,0.000032400872,0.00015778535,0.00006420957,0.000014004818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002539487,0.0001204694,0.00021321751,0.0003285232,0.00011182137,0.000017089002,0.00016887147,0.00009658734,0.0000015718377],"category_scores_gemma":[0.000037558537,0.00011519133,0.000039420254,0.00046648664,0.00009757044,0.0001747302,0.00003740066,0.00015585826,2.6169975e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008387333,0.000008569847,0.025291478,0.0004811734,0.000028569679,0.0000030404867,0.0009437555,0.93048334,0.000008703837,0.021859558,0.018195007,0.0026129298],"study_design_scores_gemma":[0.001323338,0.00005550534,0.0095152985,0.00028788246,0.000040281644,0.0000010863113,0.02302401,0.92936224,0.0028028698,0.004124201,0.029133117,0.0003301905],"about_ca_topic_score_codex":0.00017718924,"about_ca_topic_score_gemma":0.000019720455,"teacher_disagreement_score":0.079910904,"about_ca_system_score_codex":0.00022614542,"about_ca_system_score_gemma":0.000050544488,"threshold_uncertainty_score":0.4697366},"labels":[],"label_agreement":null},{"id":"W4408868473","doi":"10.3389/frsc.2025.1554676","title":"Corrigendum: The challenges of urban street trees and how to overcome them","year":2025,"lang":"en","type":"erratum","venue":"Frontiers in Sustainable Cities","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"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":"Tree (set theory); Transport engineering; Environmental planning; Geography; Computer science; Engineering; Mathematics","score_opus":0.016551797005380012,"score_gpt":0.22131429473166697,"score_spread":0.20476249772628696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408868473","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015777376,0.17194948,0.00083068287,0.044359714,0.034959275,0.005628457,0.00047668858,0.00021342118,0.7258049],"genre_scores_gemma":[0.025281068,0.0092854295,0.00040503565,0.00035643982,0.0002471903,0.000100806385,0.000019557358,0.00003609271,0.9642684],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978465,0.00014225529,0.00025021346,0.00052169734,0.00044715597,0.0007922037],"domain_scores_gemma":[0.9989983,0.000060327104,0.00017969031,0.0006063478,0.000032833177,0.00012249559],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004967558,0.00036845083,0.0006699487,0.00023087548,0.00021350264,0.0000637743,0.0006681728,0.00035058294,0.000120269724],"category_scores_gemma":[0.000100179226,0.00028699805,0.0000864561,0.0004014356,0.0005556556,0.0002032243,0.0006356652,0.0006010499,0.0000034147204],"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":[0.000024919314,0.000020509344,0.17686376,0.00046344468,0.000027538905,0.000019425746,0.005104975,0.00000776545,1.4110263e-7,0.003736392,0.8125892,0.0011418805],"study_design_scores_gemma":[0.00019764018,0.00012746782,0.04984883,0.00019176038,0.000035748504,9.2369504e-7,0.14391991,0.0000412604,0.0000024252824,0.004117489,0.80121666,0.00029987557],"about_ca_topic_score_codex":0.005450003,"about_ca_topic_score_gemma":0.008557474,"teacher_disagreement_score":0.23846348,"about_ca_system_score_codex":0.0006302512,"about_ca_system_score_gemma":0.00019865084,"threshold_uncertainty_score":0.9999582},"labels":[],"label_agreement":null},{"id":"W4409669572","doi":"10.3389/frsc.2025.1568701","title":"Grand challenges in sustainable cities: urban innovation for global climate and sustainability goals—from policy agenda to research needs","year":2025,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":10,"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":"Sustainability; Urban sustainability; Grand Challenges; Environmental planning; Climate change; Sustainability science; Urban policy; Political science; Business; Environmental resource management; Economic growth; Urban planning; Sustainability organizations; Geography; Economics; Engineering","score_opus":0.025262287011035965,"score_gpt":0.29882186102512276,"score_spread":0.2735595740140868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409669572","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":[0.9074918,0.03382404,0.010018865,0.009225365,0.00080333574,0.0046092253,0.0002172817,0.0008917514,0.03291832],"genre_scores_gemma":[0.9863411,0.00318781,0.0011304371,0.00011459538,0.00013542161,0.0013745704,0.000044515982,0.000052603285,0.0076189516],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99622434,0.000116087125,0.00066492247,0.0005496987,0.00028853246,0.0021563966],"domain_scores_gemma":[0.9980638,0.00030222372,0.000047178743,0.00056599436,0.000948046,0.00007274622],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017105415,0.00039651847,0.00065826107,0.003934478,0.0003826488,0.00029932,0.00048219302,0.00038297445,0.0000046980576],"category_scores_gemma":[0.0020550296,0.00045406114,0.0000620714,0.0052577746,0.0004777892,0.00058686483,0.0005515736,0.00044403056,3.9069903e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027124342,0.000042135503,0.057428613,0.0047774743,0.00006226772,0.00005944004,0.007590011,0.0019343356,0.0000023527216,0.87839806,0.04152785,0.007906241],"study_design_scores_gemma":[0.0008573794,0.000103861414,0.0071872696,0.000102898906,0.00000791726,6.845081e-7,0.49906486,0.0007152433,0.00011763643,0.35491908,0.13662107,0.0003021075],"about_ca_topic_score_codex":0.0029025048,"about_ca_topic_score_gemma":0.00042540682,"teacher_disagreement_score":0.5234789,"about_ca_system_score_codex":0.0044522756,"about_ca_system_score_gemma":0.00056983106,"threshold_uncertainty_score":0.9997911},"labels":[],"label_agreement":null},{"id":"W4414713242","doi":"10.3389/frsc.2025.1645488","title":"Assessing the impact of Mobility-as-a-Service (MaaS) on sustainable urban travel behaviors: a systematic literature review","year":2025,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":4,"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 British Columbia","funders":"","keywords":"Sustainability; Disadvantaged; Systematic review; Work (physics); Public transport; Subsidy; Corporate governance; Transition management (governance); Sustainable transport; Service (business)","score_opus":0.006768200271925931,"score_gpt":0.27707034642975453,"score_spread":0.2703021461578286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414713242","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":[0.81389165,0.12930486,0.009595625,0.0012634045,0.0012017391,0.009985773,0.00009914318,0.0005612184,0.03409661],"genre_scores_gemma":[0.99046737,0.0013031072,0.0002180014,0.0002897847,0.00001804112,0.0006616236,0.000059688857,0.00003098312,0.006951392],"study_design_codex":"systematic_review","study_design_gemma":"qualitative","domain_scores_codex":[0.998186,0.00010664032,0.00075940473,0.00022542555,0.00021916564,0.0005033714],"domain_scores_gemma":[0.9983965,0.00013379632,0.00010614212,0.0006208908,0.0006990835,0.000043553962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009269222,0.00027986322,0.000627679,0.0005561197,0.00015910639,0.00018747289,0.00035579596,0.00013235271,0.000026038473],"category_scores_gemma":[0.0002896864,0.00021372223,0.00018059816,0.002662663,0.00009965581,0.00056894374,0.000021817666,0.0004570225,8.984273e-7],"study_design_candidate":"systematic_review","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":[0.00004248528,0.0003709578,0.018488817,0.7316832,0.00039937487,0.00013053918,0.015202257,0.0152092315,0.00008824057,0.16326419,0.05497361,0.00014709037],"study_design_scores_gemma":[0.0020182221,0.00025935142,0.118267536,0.12879764,0.00078577764,0.000020487283,0.72323114,0.006847984,0.0006476196,0.015025839,0.0027728486,0.0013255335],"about_ca_topic_score_codex":0.00032242798,"about_ca_topic_score_gemma":0.0000151984295,"teacher_disagreement_score":0.7080289,"about_ca_system_score_codex":0.0005771336,"about_ca_system_score_gemma":0.0003572571,"threshold_uncertainty_score":0.871534},"labels":[],"label_agreement":null},{"id":"W4415457080","doi":"10.3389/frsc.2025.1656725","title":"From “build back the same” to transformative recovery: enablers and barriers for climate-focused pathways in post-disaster case studies across Europe","year":2025,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"HORIZON EUROPE Marie Sklodowska-Curie Actions; H2020 Marie Skłodowska-Curie Actions","keywords":"Transformative learning; Technocracy; Resilience (materials science); Psychological resilience; Sustainability; Mindset","score_opus":0.01488573059058096,"score_gpt":0.290874315454936,"score_spread":0.27598858486435507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415457080","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":[0.9711298,0.0020693992,0.0011328426,0.0046166377,0.0009941552,0.0021701918,0.00017173511,0.000039956176,0.017675316],"genre_scores_gemma":[0.9611275,0.0015380107,0.0012936377,0.0024194599,0.00010015188,0.00045651873,0.000011102048,0.00002901297,0.033024613],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99785155,0.0002871557,0.0003444087,0.00037060468,0.00019325897,0.0009530176],"domain_scores_gemma":[0.99908584,0.00034821435,0.000065069114,0.00019924804,0.00020782459,0.000093784765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012675063,0.00021146945,0.00036072734,0.00025308615,0.0009553107,0.00037812127,0.00037288776,0.000083390914,0.000017329146],"category_scores_gemma":[0.00068978727,0.00016688924,0.00006123439,0.0008500811,0.0008838074,0.0008332697,0.00022330797,0.00014669908,0.0000018788237],"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":[0.00051593716,0.000028374485,0.007219237,0.00050265883,0.00013164793,0.00021502029,0.9306166,0.00041383726,0.000002832959,0.0116992,0.037352726,0.011301887],"study_design_scores_gemma":[0.00075437274,0.00007371392,0.000464473,0.00010460346,0.000021679789,4.027746e-7,0.91377866,0.000076048695,0.00001425268,0.010500671,0.07401685,0.00019428029],"about_ca_topic_score_codex":0.003011572,"about_ca_topic_score_gemma":0.005943158,"teacher_disagreement_score":0.03666412,"about_ca_system_score_codex":0.00033826253,"about_ca_system_score_gemma":0.00019269672,"threshold_uncertainty_score":0.7347574},"labels":[],"label_agreement":null},{"id":"W4415614588","doi":"10.3389/frsc.2025.1667409","title":"Expanding scope: the role of legitimacy and legitimation in the adoption of consumption-based carbon accounting in European cities","year":2025,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Legitimation; Legitimacy; Politics; Relevance (law); Scope (computer science); Process tracing","score_opus":0.005255244870561728,"score_gpt":0.22405421819059881,"score_spread":0.2187989733200371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415614588","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":[0.9809827,0.0010649293,0.0002347095,0.00013044225,0.000039758186,0.0005815413,0.0000023652406,0.000006671175,0.016956832],"genre_scores_gemma":[0.9992608,0.0000984243,0.00022422482,0.000063329564,0.0000055497003,0.000046527297,0.0000058666396,0.000007289474,0.00028802594],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986113,0.00034208858,0.00036797163,0.00017595862,0.00020511505,0.00029759228],"domain_scores_gemma":[0.9995015,0.00014820903,0.00011878544,0.00020719114,0.000011156157,0.00001310922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015199855,0.0001242439,0.00019487043,0.00021801965,0.000098083,0.00004616227,0.00022170486,0.000043219483,0.000019325202],"category_scores_gemma":[0.0001566547,0.00009612024,0.000030338975,0.0004026516,0.0007924026,0.00036993463,0.00013433181,0.00016653597,2.7375523e-7],"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":[0.000051188385,0.000048433794,0.9839938,0.00022506647,0.000003022101,0.000005113585,0.007309256,0.0051924265,0.00013575614,0.0008201098,0.000058870482,0.0021569345],"study_design_scores_gemma":[0.00049045647,0.000026024105,0.77187926,0.000111130284,0.0000080894715,4.90453e-7,0.21647991,0.0046730107,0.00073569344,0.00526147,0.00024255898,0.00009189055],"about_ca_topic_score_codex":0.0028121602,"about_ca_topic_score_gemma":0.00016624865,"teacher_disagreement_score":0.21211456,"about_ca_system_score_codex":0.0005292456,"about_ca_system_score_gemma":0.000032578722,"threshold_uncertainty_score":0.4251164},"labels":[],"label_agreement":null},{"id":"W4416453312","doi":"10.3389/frsc.2025.1709642","title":"Greening our cities: rethinking the role of metrics, policy, and practice in innovative landscape-led design","year":2025,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Urban Green Space and Health","field":"Environmental Science","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":"Panacea (medicine); Process (computing); Urban planning; Value (mathematics); Space (punctuation); Quality (philosophy); Green infrastructure","score_opus":0.011591783848306999,"score_gpt":0.26542961970545037,"score_spread":0.25383783585714337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416453312","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":[0.47013873,0.040019363,0.09036221,0.035340857,0.0008898148,0.00507855,0.000024270961,0.00018374238,0.35796246],"genre_scores_gemma":[0.9750144,0.0005063839,0.013599008,0.00079730834,0.000031446878,0.000046514248,0.000001794552,0.000013223873,0.009989952],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99828285,0.00036916303,0.0003306415,0.0002489775,0.00026186797,0.00050652766],"domain_scores_gemma":[0.99891335,0.0006003909,0.00017421991,0.00020922926,0.00006965182,0.00003317399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022685917,0.0001492532,0.00029296047,0.00070464937,0.00019258696,0.000055954333,0.00026510132,0.000105518215,0.000011228542],"category_scores_gemma":[0.0021294367,0.00012650582,0.000021098338,0.0030866282,0.00024343695,0.00052658893,0.00030365126,0.00033596982,7.3515326e-7],"study_design_candidate":"observational","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":[0.00019345275,0.00003171163,0.9260932,0.00009272367,0.000026415019,0.000022266453,0.03731022,0.00080797623,0.000010823974,0.01763348,0.013637592,0.0041401023],"study_design_scores_gemma":[0.0007051542,0.00009849253,0.037240475,0.000092741255,0.000016437101,0.0000033732679,0.85113394,0.0023863418,0.00011910047,0.0883873,0.019625105,0.00019150674],"about_ca_topic_score_codex":0.016049858,"about_ca_topic_score_gemma":0.0005922015,"teacher_disagreement_score":0.8888528,"about_ca_system_score_codex":0.00058257795,"about_ca_system_score_gemma":0.00025914083,"threshold_uncertainty_score":0.99050236},"labels":[],"label_agreement":null}]}