{"meta":{"query_hash":"c57afae8598a","filters":{"venue":"Future city"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/c57afae8598a","api":"https://metacan.xera.ac/api/v1/cohort?venue=Future+city"},"results":[{"id":"W2482388582","doi":"10.1007/978-3-319-75076-7_8","title":"The Wild Side of Town","year":2018,"lang":"en","type":"book-chapter","venue":"Future city","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Geography; Wildlife; Habitat; Rural area; Archaeology; Ecology; Environmental protection; Political science; Biology","score_opus":0.015697425956071733,"score_gpt":0.22625061505076835,"score_spread":0.2105531890946966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2482388582","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":[0.0017290151,0.0004874734,0.000016981488,0.001970521,0.00062420225,0.00020843823,0.000033771183,0.000021179792,0.9949084],"genre_scores_gemma":[0.0051264493,0.0005698562,0.00019650388,0.0007635171,0.0019345606,0.000002727392,0.000008781455,0.000024205425,0.9913734],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990791,0.000009309097,0.0001774351,0.00022968683,0.0003115104,0.0001929653],"domain_scores_gemma":[0.99920523,0.000036187535,0.00018610341,0.00047957123,0.000010225802,0.00008265867],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019043293,0.00016074278,0.00018822947,0.000010977946,0.0001809786,0.000010362052,0.00032557963,0.00023423442,0.012358956],"category_scores_gemma":[0.0000060948882,0.00010226703,0.00009955086,0.000019994608,0.0003886493,0.00003779329,0.00017125311,0.00028653545,0.0008589997],"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":[0.00002566906,0.000009832669,0.013152482,0.000012954322,0.000022802955,0.000003729843,0.00030969144,4.3239473e-7,0.000019757932,0.0063969432,0.96885836,0.01118737],"study_design_scores_gemma":[0.000050317012,0.00006375608,0.008599592,0.000020088053,0.000016044985,0.000001858129,0.000014931669,0.0000016528189,0.000011562841,0.0068610804,0.9842455,0.00011364604],"about_ca_topic_score_codex":0.00032446545,"about_ca_topic_score_gemma":0.011119483,"teacher_disagreement_score":0.015387136,"about_ca_system_score_codex":0.00009184839,"about_ca_system_score_gemma":0.000022442639,"threshold_uncertainty_score":0.99991894},"labels":[],"label_agreement":null},{"id":"W2494124901","doi":"10.1007/978-3-319-75076-7_5","title":"The Forest of Power","year":2018,"lang":"en","type":"book-chapter","venue":"Future city","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Michel foucault; Power (physics); Biopower; Order (exchange); Phenomenon; Space (punctuation); Battle; Social power; Sociology; Resistance (ecology); Social control; Social order; Politics; Epistemology; Political science; Law; Geography; Social science; Philosophy; Economics; Ecology","score_opus":0.012944567427676346,"score_gpt":0.22266191752084571,"score_spread":0.20971735009316936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2494124901","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":[0.003915458,0.000385372,0.0000164235,0.0011573333,0.0007115101,0.00020526687,0.000031955336,0.000017109198,0.9935596],"genre_scores_gemma":[0.017202724,0.000307198,0.00013538121,0.00050909846,0.0011524474,0.0000026695423,0.000008685682,0.000028438848,0.98065335],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991999,0.0000071679583,0.00015057143,0.00019400728,0.00027553085,0.00017281734],"domain_scores_gemma":[0.99929243,0.000027057691,0.00016228178,0.00043678874,0.000010754364,0.00007069076],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001618152,0.00014109859,0.00015720123,0.000009922204,0.00015331885,0.000008734128,0.0002893563,0.00021447829,0.014720473],"category_scores_gemma":[0.000004605096,0.00008751009,0.000092469956,0.000016431877,0.00037661445,0.00003131789,0.00015050294,0.00023244675,0.001309231],"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":[0.000025985022,0.000010028227,0.056893256,0.000010346388,0.000019993526,0.0000030369483,0.0003138105,3.6405808e-7,0.0000067037845,0.020179387,0.92079717,0.0017399197],"study_design_scores_gemma":[0.000045444278,0.00007322869,0.04266459,0.000013425556,0.000010255556,0.0000013945488,0.000012983964,8.142767e-7,0.0000028220281,0.00912376,0.94795716,0.00009413223],"about_ca_topic_score_codex":0.00014642929,"about_ca_topic_score_gemma":0.0136005515,"teacher_disagreement_score":0.027159976,"about_ca_system_score_codex":0.000070978625,"about_ca_system_score_gemma":0.000017481367,"threshold_uncertainty_score":0.9994684},"labels":[],"label_agreement":null},{"id":"W3195187689","doi":"10.1007/978-3-030-71819-0","title":"Rethinking Sustainability Towards a Regenerative Economy","year":2021,"lang":"en","type":"book","venue":"Future city","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"European Commission; Lomonosov Moscow State University; Ministry of Education and Science of the Russian Federation; University of Cyprus","keywords":"Sustainability; Business; Natural resource economics; Economics; Ecology; Biology","score_opus":0.01095547077625658,"score_gpt":0.2206428926362166,"score_spread":0.20968742185996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195187689","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":[0.007260632,0.00039879308,0.00007164459,0.002660197,0.00057868316,0.0006619694,0.00002622876,0.00010095308,0.9882409],"genre_scores_gemma":[0.005799162,0.000102333994,0.0009204241,0.0017798727,0.001938007,0.00007920178,0.00045166016,0.00007164535,0.9888577],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973468,0.00011654556,0.0004159272,0.001040535,0.0004237316,0.00065642217],"domain_scores_gemma":[0.99871445,0.00003763645,0.00023726033,0.0007416172,0.000034084384,0.00023495237],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043867854,0.00057350757,0.0005516559,0.00005926146,0.0003642841,0.00010960229,0.00050158275,0.0006818946,0.015225285],"category_scores_gemma":[0.00007645284,0.00057007617,0.00026232153,0.00016777325,0.00041483782,0.00030223635,0.0011250308,0.0008769114,0.00031936364],"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":[0.00004384474,0.00013020133,0.004530842,0.0002906788,0.00015820938,0.0004311214,0.007246717,0.00015789893,0.000014118064,0.00612258,0.9502798,0.03059404],"study_design_scores_gemma":[0.00020069806,0.000028543473,0.006520923,0.000024894489,0.00003705004,0.000013911283,0.0005448058,0.0000115288385,0.00017498633,0.10602528,0.8857674,0.0006499731],"about_ca_topic_score_codex":0.00020770896,"about_ca_topic_score_gemma":0.00023825219,"teacher_disagreement_score":0.0999027,"about_ca_system_score_codex":0.007808238,"about_ca_system_score_gemma":0.0006680527,"threshold_uncertainty_score":0.9996751},"labels":[],"label_agreement":null},{"id":"W3199205701","doi":"10.1007/978-3-030-75929-2_10","title":"Nature as Model: Evaluating the Mature Vegetation of Early Extensive Green Roofs","year":2021,"lang":"en","type":"book-chapter","venue":"Future city","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Green roof; Vegetation (pathology); Ecology; Geography; Environmental science; Habitat; Ecological indicator; Ecosystem; Roof; Biology","score_opus":0.019897468782653492,"score_gpt":0.2626432133627828,"score_spread":0.2427457445801293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199205701","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28934395,0.004673662,0.00032263837,0.001899166,0.0015089003,0.0015303855,0.00016251254,0.00010042988,0.70045835],"genre_scores_gemma":[0.544227,0.00013487418,0.0025824697,0.0016087882,0.0015122256,0.000029986217,0.0004137219,0.00010717486,0.44938374],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99822587,0.00006692026,0.00027195452,0.00046467333,0.000791668,0.00017891642],"domain_scores_gemma":[0.99892944,0.00007424697,0.00029135455,0.0005350478,0.00011019355,0.00005973793],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003148155,0.0002814173,0.0002897581,0.000029091916,0.00013691136,0.000027091104,0.00028246245,0.00085059385,0.0009411634],"category_scores_gemma":[0.000044671193,0.0002060463,0.0001745256,0.00006607621,0.00013177573,0.0001429357,0.00017217048,0.0011694883,0.000108986176],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020434505,0.00046144216,0.019194083,0.0029651024,0.0020013987,0.00042067422,0.06386132,0.05901097,0.16035376,0.36303297,0.15517563,0.17147921],"study_design_scores_gemma":[0.0024589656,0.0014708656,0.26477352,0.0030731603,0.0019693077,0.00025376808,0.000560713,0.031899832,0.009892749,0.5980426,0.0816258,0.0039787227],"about_ca_topic_score_codex":0.000111072244,"about_ca_topic_score_gemma":0.00042561494,"teacher_disagreement_score":0.25488308,"about_ca_system_score_codex":0.00015625924,"about_ca_system_score_gemma":0.00006368565,"threshold_uncertainty_score":0.9999721},"labels":[],"label_agreement":null}]}