{"meta":{"query_hash":"eacd3596c80f","filters":{"venue":"Urban agriculture"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/eacd3596c80f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Urban+agriculture"},"results":[{"id":"W2768827967","doi":"10.1007/978-3-319-57720-3_2","title":"A Panorama of Rooftop Agriculture Types","year":2017,"lang":"en","type":"book-chapter","venue":"Urban agriculture","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Panorama; Agriculture; Geography; Computer science; Archaeology; Artificial intelligence","score_opus":0.012066121765654836,"score_gpt":0.18749482007882165,"score_spread":0.17542869831316682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768827967","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":[0.0068977247,0.01203763,0.0000010109807,0.0018436704,0.0006811565,0.0016690108,0.0012224653,0.00037309178,0.97527426],"genre_scores_gemma":[0.08203734,0.00035402735,0.000042448468,0.00017886932,0.002218189,0.000033782122,0.0015894102,0.00000868519,0.91353726],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964,0.00006370349,0.0008231019,0.0011579272,0.0008604991,0.0006947478],"domain_scores_gemma":[0.9967889,0.00016578901,0.0012384547,0.0004865848,0.0009655317,0.0003547165],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022539156,0.0010864403,0.0013639253,0.00003189839,0.0005383399,0.00023078304,0.0015068811,0.0018913877,0.0019938222],"category_scores_gemma":[0.00011783403,0.00032795206,0.0010555692,0.00011710692,0.00030742056,0.00025685778,0.00035745162,0.001106203,0.0002756763],"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":[0.00008826293,0.00027355526,0.001226553,0.00023261207,0.00046472697,0.00011362985,0.00036565893,0.0000027708616,0.02848045,0.042740293,0.90989417,0.016117329],"study_design_scores_gemma":[0.00019082843,0.00033436395,0.011265063,0.00026458627,0.00029551017,0.000035788224,0.00011990971,4.245986e-7,0.0008842347,0.005157822,0.98042274,0.0010287368],"about_ca_topic_score_codex":0.00022484554,"about_ca_topic_score_gemma":0.00141827,"teacher_disagreement_score":0.07513961,"about_ca_system_score_codex":0.00016535509,"about_ca_system_score_gemma":0.00004872091,"threshold_uncertainty_score":0.99991727},"labels":[],"label_agreement":null},{"id":"W2769228019","doi":"10.1007/978-3-319-57720-3_12","title":"Produce Quality and Safety","year":2017,"lang":"en","type":"book-chapter","venue":"Urban agriculture","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","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":"Agriculture and Agri-Food Canada","funders":"Svenska Forskningsrådet Formas","keywords":"Quality (philosophy); Production (economics); Legislation; Sustainability; Product (mathematics); Business; Risk analysis (engineering); Environmental planning; Engineering; Environmental science; Economics","score_opus":0.025922817660300853,"score_gpt":0.22415064992706296,"score_spread":0.1982278322667621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769228019","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":[0.0068504517,0.0073350514,5.533899e-7,0.0071169254,0.00041993457,0.0015798352,0.0007609056,0.00035070925,0.97558564],"genre_scores_gemma":[0.025914475,0.00052467856,0.000024719071,0.00041421351,0.0021271086,0.000023006474,0.0009247957,0.0000047081603,0.9700423],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971029,0.00006972453,0.00058347394,0.0012140293,0.0005214316,0.00050845055],"domain_scores_gemma":[0.9981597,0.00016108427,0.0006101143,0.0003492351,0.00039350803,0.00032635094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042959666,0.00075266894,0.00085202005,0.000012603812,0.0008637489,0.0002989329,0.0006804953,0.0010459806,0.0007643775],"category_scores_gemma":[0.00015840023,0.00022413932,0.00037495905,0.000038863887,0.0002730659,0.00021502274,0.00032678084,0.0008610141,0.0001209698],"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":[0.00018827047,0.00017673052,0.004522493,0.00027570542,0.00029586864,0.000092345756,0.0004040386,3.2806685e-7,0.009232958,0.121791,0.79575044,0.067269795],"study_design_scores_gemma":[0.00012512226,0.00011294559,0.10704633,0.00008545251,0.0000793406,0.000025515405,0.00005252261,1.12780846e-7,0.00005595211,0.0058967,0.8857762,0.0007437863],"about_ca_topic_score_codex":0.00017451197,"about_ca_topic_score_gemma":0.0012916671,"teacher_disagreement_score":0.1158943,"about_ca_system_score_codex":0.00013493013,"about_ca_system_score_gemma":0.000024280178,"threshold_uncertainty_score":0.9140136},"labels":[],"label_agreement":null},{"id":"W2770742927","doi":"10.1007/978-3-319-57720-3_8","title":"Integrating Rooftop Agriculture into Urban Infrastructure","year":2017,"lang":"en","type":"book-chapter","venue":"Urban agriculture","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Neighbourhood (mathematics); Agriculture; Environmental planning; Urban agriculture; Business; Environmental quality; Architectural engineering; Environmental resource management; Geography; Engineering; Environmental science; Political science","score_opus":0.007869517430866137,"score_gpt":0.19067244143270706,"score_spread":0.18280292400184092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770742927","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":[0.005134908,0.01347939,0.000008922378,0.005026995,0.0019705805,0.0032383853,0.0010863433,0.0013144483,0.96874005],"genre_scores_gemma":[0.054167517,0.00033284826,0.00027068364,0.0007928945,0.00854858,0.000099422454,0.004624078,0.000024771542,0.93113923],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99392736,0.00012301684,0.0011787175,0.0022122622,0.0012843014,0.0012743431],"domain_scores_gemma":[0.9956194,0.0002396496,0.0014931151,0.0007509235,0.0011333115,0.0007636045],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00035091993,0.002137143,0.0017656501,0.000058553553,0.0019723,0.0010116394,0.0026000103,0.0033887348,0.002367118],"category_scores_gemma":[0.00028353313,0.00067689206,0.0014150067,0.00020553684,0.00042231983,0.000622289,0.00073787174,0.0032352107,0.0004123295],"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":[0.00004409782,0.000091684415,0.0012646801,0.00012612727,0.0002664445,0.0001446944,0.00090371835,0.000003176142,0.01164893,0.026084477,0.943585,0.015837],"study_design_scores_gemma":[0.00025864164,0.00033002597,0.01020755,0.00039009834,0.00029135458,0.000094223484,0.0004960333,0.0000021904943,0.00030248697,0.012215393,0.9734133,0.0019986986],"about_ca_topic_score_codex":0.0004123685,"about_ca_topic_score_gemma":0.0042582834,"teacher_disagreement_score":0.049032606,"about_ca_system_score_codex":0.00067955407,"about_ca_system_score_gemma":0.00009302673,"threshold_uncertainty_score":0.9995682},"labels":[],"label_agreement":null},{"id":"W4285229610","doi":"10.1007/978-3-031-05828-8_5","title":"Organisational Governance Tensions of Food Movement Initiatives in Toronto and Brussels","year":2022,"lang":"en","type":"book-chapter","venue":"Urban agriculture","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reflexivity; Corporate governance; Transformative learning; Political science; Food security; Food sovereignty; Food systems; Sociology; Public relations; Public administration; Management; Economics; Social science; Geography","score_opus":0.011517519056883144,"score_gpt":0.18104859606873894,"score_spread":0.1695310770118558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285229610","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":[0.092023686,0.06084355,3.373848e-7,0.012041269,0.000802661,0.002608379,0.009497119,0.0002521947,0.8219308],"genre_scores_gemma":[0.8792252,0.00395313,0.00008556856,0.0009113991,0.0006899953,0.00003947551,0.0013795426,0.000008040554,0.11370765],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983325,0.00003887146,0.00044318955,0.0005142002,0.00042261084,0.00024862378],"domain_scores_gemma":[0.99917316,0.00015460365,0.00040217236,0.00007348427,0.00009102211,0.00010554321],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010016214,0.00038470098,0.00049471454,0.000007279349,0.0001511583,0.000021142303,0.0002667649,0.00032591398,0.0072177453],"category_scores_gemma":[0.00003120057,0.00013447428,0.0001429873,0.00010381649,0.00006375142,0.00020478413,0.00023202504,0.00031538078,0.000007303099],"study_design_candidate":"theoretical_or_conceptual","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":[0.00008448503,0.00045867445,0.0011299027,0.00010945447,0.00028559554,0.000032812077,0.0011815608,0.0000044959684,0.07983329,0.8125263,0.100416034,0.003937396],"study_design_scores_gemma":[0.00036685503,0.0015476431,0.32707638,0.00028559964,0.000073795294,0.000019369718,0.0012044079,6.229488e-7,0.0015372752,0.00481077,0.66217643,0.00090086047],"about_ca_topic_score_codex":0.000263964,"about_ca_topic_score_gemma":0.008216682,"teacher_disagreement_score":0.80771554,"about_ca_system_score_codex":0.0002536121,"about_ca_system_score_gemma":0.000021575122,"threshold_uncertainty_score":0.9936898},"labels":[],"label_agreement":null},{"id":"W4392949024","doi":"10.1007/978-3-031-32076-7_24","title":"Critical Pedagogy in North American Food Systems Planning: Looking Back to Look Ahead","year":2024,"lang":"en","type":"book-chapter","venue":"Urban agriculture","topic":"Organic Food and Agriculture","field":"Agricultural and Biological 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":"Toronto Metropolitan University","funders":"","keywords":"Food systems; Bridge (graph theory); Sociology; Engineering ethics; Social justice; Pedagogy; Systems thinking; Economic Justice; Political science; Engineering; Social science; Geography; Food security; Computer science; Medicine","score_opus":0.018511626138942402,"score_gpt":0.239962305454959,"score_spread":0.22145067931601659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392949024","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":[0.1533429,0.058179952,0.0000038439,0.032103535,0.0065382193,0.005927143,0.005817159,0.0019411773,0.7361461],"genre_scores_gemma":[0.5934309,0.00016221128,0.000029736111,0.000779849,0.005473296,0.00005876089,0.0009719617,0.000022426553,0.39907086],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99613905,0.00004940172,0.00074905815,0.0014187967,0.0007018259,0.00094185915],"domain_scores_gemma":[0.99862427,0.00023240675,0.00021256198,0.0001844407,0.00019680774,0.0005495461],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000118066346,0.0010079658,0.0011032386,0.00007440863,0.00018166317,0.0004642562,0.00076953665,0.00069353916,0.00046549647],"category_scores_gemma":[0.000045794335,0.00034726734,0.00038519697,0.0007080599,0.00014652425,0.0001469478,0.00032133967,0.0015063855,0.0020136475],"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":[0.00008811216,0.00024150297,0.0026815347,0.0005199937,0.00032417628,0.0007553001,0.0014321161,0.00009853126,0.0078084036,0.043233152,0.93940395,0.0034132104],"study_design_scores_gemma":[0.00010224181,0.0014800866,0.010410968,0.00097649684,0.00011087649,0.00012251649,0.0010335323,0.0000036890915,0.000061105915,0.00019303999,0.98419714,0.0013083087],"about_ca_topic_score_codex":0.00017713444,"about_ca_topic_score_gemma":0.009247259,"teacher_disagreement_score":0.440088,"about_ca_system_score_codex":0.00022954184,"about_ca_system_score_gemma":0.000031542164,"threshold_uncertainty_score":0.99989796},"labels":[],"label_agreement":null},{"id":"W4392949025","doi":"10.1007/978-3-031-32076-7_26","title":"Toward City- and People-Centered Food Policy","year":2024,"lang":"en","type":"book-chapter","venue":"Urban agriculture","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":2,"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":"Conversation; Scholarship; Food policy; Government (linguistics); General partnership; Sociology; Public relations; Political science; Environmental ethics; Food security; Geography; Law; Agriculture","score_opus":0.021075701569382987,"score_gpt":0.19559934834763737,"score_spread":0.17452364677825438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392949025","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":[0.026270641,0.020567289,8.496541e-7,0.018013049,0.0007294092,0.0020651023,0.0019846733,0.00091332995,0.92945564],"genre_scores_gemma":[0.2377889,0.00052201207,0.000012110604,0.0005817802,0.0032763798,0.000041074454,0.0009141867,0.000008258111,0.7568553],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99710286,0.000033005177,0.00050756754,0.0011924508,0.00051927054,0.00064483064],"domain_scores_gemma":[0.99882555,0.00013080005,0.00020660898,0.0001639496,0.00025650664,0.0004166],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013523248,0.00089126086,0.0007928571,0.000050352686,0.00026165965,0.00038578402,0.0004973361,0.00110897,0.0007662546],"category_scores_gemma":[0.000045664787,0.00027792572,0.0005306527,0.00031905074,0.00013194728,0.00015002416,0.00042039598,0.0010118483,0.00019486065],"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":[0.00005236912,0.00014494955,0.0012600964,0.00036930855,0.00048287262,0.000105641986,0.0011396494,2.3620983e-7,0.0022466558,0.4387994,0.54556423,0.009834558],"study_design_scores_gemma":[0.00013710234,0.00048593158,0.008127229,0.0001838902,0.00018338505,0.00010199815,0.0003698958,7.2002285e-7,0.000040397,0.019356873,0.97012246,0.00089009985],"about_ca_topic_score_codex":0.00026868083,"about_ca_topic_score_gemma":0.0034707221,"teacher_disagreement_score":0.42455822,"about_ca_system_score_codex":0.00037675488,"about_ca_system_score_gemma":0.000037662303,"threshold_uncertainty_score":0.9999673},"labels":[],"label_agreement":null},{"id":"W4392949070","doi":"10.1007/978-3-031-32076-7_6","title":"The Intersection of Planning, Urban Agriculture, and Food Justice: A Review of the Literature","year":2024,"lang":"en","type":"review","venue":"Urban agriculture","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"University of Michigan; National Science Foundation","keywords":"Urban agriculture; Disadvantaged; Food systems; Agriculture; Economic Justice; Economic growth; Urban planning; Political science; Geography; Food security; Economics; Engineering","score_opus":0.01871606582779225,"score_gpt":0.25714763347097,"score_spread":0.23843156764317777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392949070","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":[0.00020559499,0.994433,2.2379487e-7,0.0005884485,0.00080688315,0.0020913999,0.0005611359,0.00007549058,0.0012378361],"genre_scores_gemma":[0.00093995006,0.99152976,0.0000055635624,0.00014596138,0.00093308336,0.00016112608,0.00040049103,0.000006086818,0.0058779954],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961962,0.00056865596,0.0012571207,0.00082334894,0.0006486741,0.000505999],"domain_scores_gemma":[0.99735105,0.00047513127,0.0011177895,0.0003388664,0.0005621821,0.00015500371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000579781,0.00088145374,0.0017270946,0.000021783419,0.00047271405,0.00021104219,0.0011740183,0.0008382584,0.000022269403],"category_scores_gemma":[0.00035786076,0.00016845652,0.0015468512,0.002672707,0.0002874988,0.00014102984,0.00047423123,0.0014776204,0.0000065819604],"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":[0.000007819583,0.00011795683,0.00005236483,0.11030965,0.00045322045,0.0000062161525,0.00069391076,1.0300899e-7,0.000079128586,0.0024339696,0.8292236,0.05662207],"study_design_scores_gemma":[0.00004519832,0.00024101185,0.0004938897,0.08838433,0.002909092,0.00012102809,0.000543348,1.708802e-7,0.000011986238,0.0001351288,0.9067208,0.00039399732],"about_ca_topic_score_codex":0.000026334914,"about_ca_topic_score_gemma":0.0001291171,"teacher_disagreement_score":0.07749723,"about_ca_system_score_codex":0.0001571963,"about_ca_system_score_gemma":0.00006625991,"threshold_uncertainty_score":0.6912319},"labels":[],"label_agreement":null}]}