{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":737,"total_is_capped":false,"direct_labels_cover":2,"predictions_cover":737,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"9757025c3b98","filters":{"topic":"Sustainable Development and Environmental Policy"}},"results":[{"id":"W2484133022","doi":"10.1007/s11625-016-0383-3","title":"Integration: the key to implementing the Sustainable Development Goals","year":2016,"lang":"en","type":"article","venue":"Sustainability Science","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":881,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University; Future Earth","funders":"Ministry of the Environment, Government of Japan","keywords":"Civil society; Sustainability; Sustainable development; Accountability; Interdependence; Government (linguistics); Political science; Private sector; Business; Economic growth; Public administration; Environmental planning; Economics; Politics; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.008582040044765657,"gpt":0.2520071636291146,"spread":0.243425123584349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005791201,0.0002723413,0.0001510784,0.000102252,0.003297934,0.0002985324,0.001961691,0.00004058787,0.001396334],"category_scores_gemma":[0.001977914,0.0001214964,0.00006220661,0.002123883,0.002358292,0.001076012,0.002959378,0.000139148,0.0005616519],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004881616,"about_ca_system_score_gemma":0.0005484208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006829869,"about_ca_topic_score_gemma":0.000216688,"domain_scores_codex":[0.9956869,0.0001263757,0.0004552529,0.000785008,0.001128132,0.001818351],"domain_scores_gemma":[0.9982759,0.0002464925,0.0001131554,0.0009566919,0.000128877,0.0002788646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001072471,0.0002642632,0.2701115,0.00006059777,0.00002614421,0.00005056961,0.05718831,0.0005563118,0.01575959,0.04371823,0.0226255,0.5895317],"study_design_scores_gemma":[0.0002085938,0.00005195126,0.4415572,0.000008152515,0.000005871159,0.000006688609,0.04361896,0.00002653563,0.01068003,0.0116111,0.4918845,0.0003403728],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9419826,0.00001084534,0.003009123,0.0383664,0.00009664705,0.001678597,0.000001054487,0.0000712167,0.01478354],"genre_scores_gemma":[0.9707935,0.00000236863,0.0008763209,0.001509577,0.0000488499,0.0003447623,6.992796e-7,0.00001459933,0.02640931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5891914,"threshold_uncertainty_score":0.9995165,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4300805241","doi":"10.7312/bern12036","title":"The Compromise of Liberal Environmentalism","year":2001,"lang":"en","type":"book","venue":"Columbia University Press eBooks","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":697,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bibliothèque et Archives nationales du Québec; University of Toronto","funders":"","keywords":"Compromise; Environmentalism; Environmental ethics; Political science; Environmental planning; Environmental science; Philosophy; Law; Politics","retraction":null,"screen_n_in":null,"score":{"opus":0.008963686007226808,"gpt":0.1662270714794238,"spread":0.157263385472197,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001429758,0.000284333,0.0003182298,0.00002893998,0.0005541368,0.00005924586,0.000969898,0.0002742227,0.0009089328],"category_scores_gemma":[0.000004890855,0.0003399635,0.0001846881,0.00002302159,0.001436952,0.0001059163,0.001446939,0.0003317755,0.00009554445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001317913,"about_ca_system_score_gemma":0.00004917071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003750043,"about_ca_topic_score_gemma":0.0006439753,"domain_scores_codex":[0.9982423,0.00007891552,0.0002630573,0.0004553484,0.0004937112,0.0004666256],"domain_scores_gemma":[0.9988411,0.00008557254,0.0002998193,0.0006021467,0.000004177441,0.0001671554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001599718,0.000106619,0.002302022,0.0000642882,0.0002165839,0.0002516238,0.0007659658,0.0001410983,0.0001655237,0.001505658,0.9731171,0.02120357],"study_design_scores_gemma":[0.0005593124,0.00004703052,0.003347302,0.00002732117,0.00008408401,0.000007861063,0.0001159736,0.0000304926,0.00005687138,0.0006266666,0.9947304,0.0003666651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01005143,0.00004356519,0.000006260938,0.0000208526,0.0001184664,0.0006258238,0.00004822564,0.00004115347,0.9890442],"genre_scores_gemma":[0.0018826,0.000280029,0.00008934148,0.00005807224,0.00004782243,0.00000354328,0.00004469743,0.00004201515,0.9975519],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02161334,"threshold_uncertainty_score":0.9999052,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3111380248","doi":"10.1007/978-1-4419-0851-3","title":"Encyclopedia of Sustainability Science and Technology","year":2012,"lang":"en","type":"book","venue":"","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":580,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto Scarborough; Los Alamos National Laboratory; Smithsonian Conservation Biology Institute; University of Georgia; University of Illinois at Urbana-Champaign; Universität Stuttgart; Universitat de Lleida; University of Pennsylvania; International Institute for Carbon-Neutral Energy Research, Kyushu University; Universität Duisburg-Essen; Institut National de la Recherche Agronomique; University of Haifa; Imperial College London; University of Toronto; Lunds Universitet; Commonwealth Scientific and Industrial Research Organisation; Orta Doğu Teknik Üniversitesi; Rijksuniversiteit Groningen; University of Edinburgh; University of East Anglia; Directorate for Biological Sciences; Landbúnaðarháskóli Íslands; University of Exeter; Institució Catalana de Recerca i Estudis Avançats; George Mason University; York University; Leibniz-Gemeinschaft; Tel Aviv University; National Institute of Advanced Industrial Science and Technology; National Oceanic and Atmospheric Administration; University of Technology Sydney; Bundesanstalt für Materialforschung und -Prüfung; Division of Materials Research; Kungliga Tekniska Högskolan; Clemson University; U.S. Environmental Protection Agency; University of Oxford; University of Virginia; North Carolina State University; Carnegie Mellon University; University of Bern; Tongji University; Smithsonian Institution; U.S. Department of Energy; Virginia Polytechnic Institute and State University; FP7 International Cooperation; Háskóli Íslands; City University of New York","keywords":"Encyclopedia; Sustainability; Sustainability science; Engineering ethics; Political science; Library science; Engineering; Computer science; Social sustainability; Ecology; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.00377489877930347,"gpt":0.2066971533545202,"spread":0.2029222545752167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006029039,0.000242374,0.0002711262,0.0002567455,0.0001394493,0.00001100042,0.0004473131,0.0002483738,0.002834886],"category_scores_gemma":[0.0001961447,0.0002165782,0.00002518853,0.0004893867,0.00490659,0.0002984419,0.001598271,0.0002029831,0.0001712043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002279852,"about_ca_system_score_gemma":0.00041697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001022808,"about_ca_topic_score_gemma":0.0000112155,"domain_scores_codex":[0.9981059,0.000009040037,0.0002746985,0.0004563107,0.0005953235,0.0005587016],"domain_scores_gemma":[0.9992136,0.00002910252,0.0001367684,0.0004160196,0.00003774649,0.0001668074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003453984,0.0003687418,0.3032523,0.0007364665,0.00005490227,0.00002948303,0.001775909,0.00001379602,0.0008132837,0.05471436,0.2227266,0.4154797],"study_design_scores_gemma":[0.0001459841,0.00005226606,0.02752591,0.000009468559,0.00002685712,0.00001179206,0.0004066039,0.000005705127,0.0003522087,0.04823327,0.9228238,0.0004061343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01694353,0.000108697,0.000005916123,0.0003124509,0.00006144357,0.0004596174,0.000002792423,0.0000407598,0.9820648],"genre_scores_gemma":[0.04562432,0.0001450889,0.0005032323,0.00007111771,0.00003419734,0.00002676029,0.000004668449,0.0000229463,0.9535677],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7000973,"threshold_uncertainty_score":0.9980767,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2136837927","doi":"10.5751/es-05178-180208","title":"Aligning Key Concepts for Global Change Policy: Robustness, Resilience, and Sustainability","year":2013,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":489,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Science Foundation","keywords":"Sustainability; Resilience (materials science); Robustness (evolution); Environmental resource management; Key (lock); Climate change; Global change; Sustainability science; Computer science; Environmental planning; Environmental science; Sustainability organizations; Ecology; Computer security","retraction":null,"screen_n_in":null,"score":{"opus":0.00866340999196628,"gpt":0.2579436434670648,"spread":0.2492802334750985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002306378,0.0001341127,0.0001471179,0.000007973469,0.0004307035,0.00003000726,0.00009269531,0.0001535696,0.0002573229],"category_scores_gemma":[0.0000697208,0.0001254403,0.00004529333,0.0001249169,0.0008731206,0.0003321875,0.0002873321,0.00006537283,0.00001388387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004719981,"about_ca_system_score_gemma":0.00003239848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001139044,"about_ca_topic_score_gemma":0.00008499279,"domain_scores_codex":[0.9989627,0.00003553565,0.000128842,0.000329262,0.00007534835,0.0004682934],"domain_scores_gemma":[0.9996502,0.00006918462,0.00004511152,0.00009915792,0.000009083056,0.000127293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006830264,0.00003693852,0.9780836,0.00003915825,0.00001407024,0.000001067084,0.002950531,0.00006669926,0.00002022559,0.00171976,0.01091307,0.006148061],"study_design_scores_gemma":[0.000423709,0.00006375776,0.976618,0.000001583101,0.000007415423,0.000005497258,0.00463255,0.001513174,0.00001255599,0.01126321,0.00530115,0.0001574055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932712,0.00006397748,0.0001420771,0.003769079,0.00004608945,0.0007176562,0.000004315559,0.00002686024,0.001958689],"genre_scores_gemma":[0.9947754,0.0001258482,0.001385923,0.002121458,0.00007526021,0.0002926944,0.000006463342,0.000006433168,0.001210585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009543451,"threshold_uncertainty_score":0.5115307,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087073235","doi":"10.1016/s1164-0235(01)00004-8","title":"Exergy as the confluence of energy, environment and sustainable development","year":2001,"lang":"en","type":"article","venue":"Exergy An International Journal","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":394,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Exergy; Sustainability; Sustainable development; Environmental economics; Environmental impact assessment; Environmental resource management; Quality (philosophy); Energy (signal processing); Order (exchange); Business; Environmental science; Risk analysis (engineering); Environmental planning; Computer science; Engineering; Economics; Ecology; Process engineering; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.006810886592329985,"gpt":0.2254508815595617,"spread":0.2186399949672317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004097277,0.0001652436,0.0001194502,0.00007977408,0.000339909,0.00009375461,0.0006016145,0.00005374277,0.006106956],"category_scores_gemma":[0.00002531275,0.0001270414,0.00004064972,0.00008622312,0.0003211498,0.0006315296,0.0003837857,0.0001380402,0.0000871982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00034083,"about_ca_system_score_gemma":0.00004741662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008688851,"about_ca_topic_score_gemma":0.00003927982,"domain_scores_codex":[0.9983311,0.000063059,0.0003432095,0.000226799,0.0006500195,0.0003858492],"domain_scores_gemma":[0.9994332,0.00003299382,0.0001823192,0.000159439,0.00001949609,0.000172566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000780164,0.000794678,0.5720607,0.00001278462,0.0004377133,0.001838557,0.009779418,0.01643988,0.002939816,0.02929064,0.00302978,0.3625959],"study_design_scores_gemma":[0.00050831,0.0001047851,0.4450819,0.00001432935,0.00001023003,0.0008879198,0.003128815,0.0002015058,0.003382558,0.006751192,0.5396516,0.0002768341],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800439,0.0001114216,0.0008245983,0.0009346618,0.000133734,0.00006622576,7.901986e-7,0.00001024153,0.01787441],"genre_scores_gemma":[0.9878981,0.001069783,0.0007956029,0.0008038037,0.0001070356,0.00001013948,0.000008680789,0.00001255171,0.009294283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5366219,"threshold_uncertainty_score":0.9948016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107428128","doi":"10.3390/su3101637","title":"Sustainable Development: A Bird’s Eye View","year":2011,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":374,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Sustainability; Sustainability organizations; Terminology; Sustainable development; Sustainability science; Social sustainability; Mainstream; Environmental ethics; Action (physics); Politics; Meaning (existential); Engineering ethics; Management science; Sociology; Political science; Environmental resource management; Epistemology; Engineering; Economics; Ecology; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.0122384463921717,"gpt":0.2264342319499555,"spread":0.2141957855577838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009876671,0.0003925347,0.000308204,0.000110824,0.0005510073,0.00004638835,0.0005918019,0.0001524743,0.01261693],"category_scores_gemma":[0.0003390865,0.0003735012,0.000108552,0.0007802246,0.0005690409,0.0007490827,0.001095729,0.0002354322,0.001890676],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004430531,"about_ca_system_score_gemma":0.0002893926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003620442,"about_ca_topic_score_gemma":0.0001311097,"domain_scores_codex":[0.996676,0.0001225803,0.0005152548,0.0007680267,0.0004740224,0.001444118],"domain_scores_gemma":[0.9987526,0.00002849888,0.0001180435,0.0006838772,0.00006867557,0.0003483368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001285093,0.0006963686,0.9290134,0.0003218653,0.000038375,0.0003300727,0.01789545,0.00003201274,0.00003951263,0.005419377,0.003193599,0.04289148],"study_design_scores_gemma":[0.0004037833,0.00006455259,0.7920269,0.000005166758,0.00001396749,0.000005569138,0.01023099,0.00001344527,0.001136078,0.02930377,0.1662232,0.0005725094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9223353,0.0000718607,0.0003052064,0.0003214121,0.00007771437,0.001033734,6.65734e-7,0.0004050432,0.07544908],"genre_scores_gemma":[0.9626387,0.00001078291,0.002542902,0.0003669356,0.00002782092,0.0002263419,0.000005165898,0.00006431012,0.03411702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1630296,"threshold_uncertainty_score":0.9998717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066444280","doi":"10.5751/es-07082-190449","title":"An integrated framework for sustainable development goals","year":2014,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":356,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Sustainable development; Environmental ethics; Political science; Sociology; Philosophy; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.005763115856306363,"gpt":0.2307415010973113,"spread":0.2249783852410049,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005377331,0.0001353635,0.0001419311,0.00001221469,0.0005473942,0.00003054168,0.000141211,0.0001971516,0.000706696],"category_scores_gemma":[0.00007719859,0.0001238542,0.00004196633,0.00009983171,0.0002368641,0.0002006102,0.0001316324,0.000117352,0.00007022772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002559341,"about_ca_system_score_gemma":0.00002368719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004246392,"about_ca_topic_score_gemma":0.00001960092,"domain_scores_codex":[0.9989596,0.00004260841,0.000147284,0.0002966207,0.00007531789,0.000478585],"domain_scores_gemma":[0.9995768,0.0001231732,0.00004433669,0.0001278254,0.0000066806,0.0001211795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009511811,0.0005644907,0.8167019,0.0001411918,0.000143218,0.000009712609,0.02567216,0.0008410175,0.0005819769,0.05288618,0.05231187,0.05005113],"study_design_scores_gemma":[0.0004663396,0.0001608521,0.7287264,0.00000322851,0.00001093784,0.00000239037,0.009524239,0.001190056,0.0005352512,0.02557355,0.2335172,0.0002896095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838082,0.000009921946,0.01292864,0.0002440667,0.00005153915,0.0002961704,7.105572e-7,0.00004873773,0.002612001],"genre_scores_gemma":[0.9301317,0.00001681208,0.06280581,0.002046167,0.00004365223,0.0001178916,0.0000247537,0.00001418391,0.004799057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1812053,"threshold_uncertainty_score":0.7737826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2479370339","doi":"10.1093/0199242011.001.0001","title":"Implementing Sustainable Development","year":2000,"lang":"en","type":"book","venue":"","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":332,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sustainable development; Government (linguistics); Climate change; Economic growth; Political science; Environmental planning; Business; Public administration; Regional science; Geography; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.006896712789307085,"gpt":0.2080477976728519,"spread":0.2011510848835448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004208299,0.0005603904,0.0003593623,0.0001327264,0.0006089578,0.00009562216,0.0005364615,0.0002810473,0.215676],"category_scores_gemma":[0.000007256712,0.000550323,0.0001149939,0.0001474474,0.0001725839,0.0002870788,0.001487075,0.0003147687,0.02221827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003384842,"about_ca_system_score_gemma":0.0002525075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001986325,"about_ca_topic_score_gemma":0.00005010686,"domain_scores_codex":[0.9962811,0.00002055623,0.0005557942,0.0007284314,0.0006689072,0.001745241],"domain_scores_gemma":[0.9991646,0.00002596148,0.00015124,0.0004195176,0.000004846265,0.0002337979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002071999,0.00005116871,0.0006327645,0.00007356425,0.00005998277,0.0002152843,0.0007164662,0.00005300962,0.000006773793,0.001378083,0.9391803,0.05761187],"study_design_scores_gemma":[0.0002248514,0.00001735951,0.001829453,0.00001580253,0.00001968576,0.000008788146,0.0003855837,0.000005062733,0.0001199096,0.003844408,0.9927914,0.0007377665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001829416,0.00005441858,0.00002865867,0.00006069955,0.0000417402,0.0005429275,0.00000202217,0.0001536396,0.9972865],"genre_scores_gemma":[0.0005784667,0.00004868694,0.00173862,0.0006822806,0.0001145422,0.00007649581,0.0002469974,0.00010308,0.9964108],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1934577,"threshold_uncertainty_score":0.9996948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122383791","doi":"10.1139/l04-072","title":"Developing sustainability criteria for urban infrastructure systems","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":307,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sustainability; Environmental planning; Critical infrastructure; Principal (computer security); Environmental economics; Environmental resource management; Key (lock); Business; Sustainable development; Social sustainability; Computer science; Environmental science; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.006199474712278054,"gpt":0.2041249768728301,"spread":0.1979255021605521,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003247929,0.000148622,0.0001786307,0.0001430236,0.0001131356,0.00007037084,0.0002406902,0.00007027819,0.0004880976],"category_scores_gemma":[0.0001859995,0.0001487547,0.0000638527,0.0001625818,0.0000508673,0.0003753337,0.0000271659,0.0001317786,0.000008097128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003213257,"about_ca_system_score_gemma":0.0003306828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007827467,"about_ca_topic_score_gemma":0.008131658,"domain_scores_codex":[0.9989181,0.00001155966,0.0003285282,0.0001207066,0.0001351306,0.0004859435],"domain_scores_gemma":[0.9993138,0.00003064925,0.00009161403,0.000108281,0.00002934434,0.0004263078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001852203,0.00001023904,0.065051,0.000237196,0.00006366737,0.00007662145,0.002912591,0.8503789,0.0005769624,0.002150595,0.07226159,0.006262074],"study_design_scores_gemma":[0.0005259846,0.00005522159,0.109946,0.0000637929,0.0000199144,0.0001486199,0.0009273519,0.01154096,0.0002225484,0.0007026477,0.8754198,0.0004271778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.917892,0.0008297628,0.07224949,0.002758924,0.001464168,0.0007468657,0.00001991797,0.0000394364,0.003999459],"genre_scores_gemma":[0.9963336,0.000004749857,0.002860893,0.0001097191,0.0003356483,0.000008843012,0.000002281222,0.00002284285,0.0003214242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.838838,"threshold_uncertainty_score":0.8402555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2582168250","doi":"10.1016/b978-0-08-097089-9.00004-8","title":"Exergy, Environment And Sustainable Development","year":2012,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":306,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Sustainable development; Exergy; Environmental science; Engineering; Process engineering; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.008460877267541286,"gpt":0.1913127035844742,"spread":0.1828518263169329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004737804,0.0007502729,0.0005002538,0.0001231419,0.0004634769,0.00006386491,0.0003422805,0.0003897877,0.01242805],"category_scores_gemma":[0.000005301747,0.0007434636,0.0001082996,0.00001637627,0.000542041,0.000190642,0.001936274,0.000399266,0.005620161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001473797,"about_ca_system_score_gemma":0.00004745424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005389417,"about_ca_topic_score_gemma":0.000007712401,"domain_scores_codex":[0.996806,0.00002469726,0.0005344899,0.0007630595,0.0006394637,0.001232246],"domain_scores_gemma":[0.9987362,0.0000299683,0.0002342206,0.0005209703,0.000004426242,0.000474195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001376626,0.00002322738,0.0006070358,0.00008404953,0.00006587531,0.00008539149,0.0008767179,0.00000487162,0.00002873549,0.001698549,0.001179475,0.9953323],"study_design_scores_gemma":[0.0002730101,0.00003021232,0.003055787,0.00004292953,0.00006555185,0.00002687366,0.0001585601,0.000001185436,0.0001340667,0.004124719,0.9911788,0.0009083123],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002233581,0.001401175,0.000005218991,0.00004991985,0.00007592653,0.0007589615,0.000003715553,0.00006641672,0.9954051],"genre_scores_gemma":[0.003893487,0.0004355746,0.00138687,0.0003668925,0.0001387847,0.0001146854,0.00004186008,0.0001475737,0.9934742],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.994424,"threshold_uncertainty_score":0.9995016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149155737","doi":"10.1016/j.cosust.2012.01.014","title":"Transforming governance and institutions for global sustainability: key insights from the Earth System Governance Project","year":2012,"lang":"en","type":"article","venue":"Current Opinion in Environmental Sustainability","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":256,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; University of Waterloo; University of Toronto","funders":"Economic and Social Research Council; International Science Council; Lunds Universitet; Vrije Universiteit Amsterdam; Universiteit van Amsterdam; International Social Science Council","keywords":"Corporate governance; Sustainability; Earth system science; Key (lock); Business; Environmental resource management; Process management; Political science; Environmental science; Geology; Ecology; Oceanography; Biology; Finance","retraction":null,"screen_n_in":null,"score":{"opus":0.02272515244726207,"gpt":0.28368456428527,"spread":0.2609594118380079,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006132385,0.0004822075,0.0003639439,0.0000206186,0.000636979,0.000067261,0.0004496424,0.0001573623,0.00008190225],"category_scores_gemma":[0.0002180221,0.0003977143,0.0001496834,0.0003888341,0.00111768,0.001267227,0.0006010626,0.0003199766,0.00002157616],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009657848,"about_ca_system_score_gemma":0.0001533006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001753041,"about_ca_topic_score_gemma":0.0001251706,"domain_scores_codex":[0.9966291,0.0002316778,0.0006437879,0.0008253272,0.0005860478,0.001084045],"domain_scores_gemma":[0.998776,0.0002024864,0.000209879,0.0005642145,0.000009459607,0.0002379831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001860605,0.0007893583,0.9176232,0.0004830809,0.00002149718,0.000001464791,0.004299496,0.0004312974,0.00003017029,0.02225628,0.0006438936,0.0532342],"study_design_scores_gemma":[0.001013378,0.00005502669,0.7779667,0.00005494013,0.00001981718,0.000006445923,0.009293998,0.0003127549,0.00004685439,0.00286998,0.2079214,0.0004387225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868926,0.004211767,0.001268298,0.0009210375,0.001222232,0.004388742,0.0002941859,0.00007259297,0.0007285755],"genre_scores_gemma":[0.9978584,0.0005549716,0.000200113,0.00005490323,0.0002592877,0.0008513257,0.0001170362,0.00002645868,0.0000775173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2072775,"threshold_uncertainty_score":0.9998475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W789554130","doi":"","title":"Canadian journal of development studies.","year":2000,"lang":"fr","type":"article","venue":"Canadian Journal of Development Studies/Revue canadienne d études du développement","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":239,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Regional science; Development studies; Political science; Geography; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.03749049579058807,"gpt":0.2337160496138448,"spread":0.1962255538232567,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0043056,0.0014636,0.002225888,0.001811617,0.002387071,0.000264003,0.002191009,0.0004481864,0.01306454],"category_scores_gemma":[0.0007495739,0.001509763,0.0004679315,0.001654509,0.001662184,0.001136676,0.0002462431,0.001173684,0.0008415252],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.05757943,"about_ca_system_score_gemma":0.02933295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1167484,"about_ca_topic_score_gemma":0.9448302,"domain_scores_codex":[0.9892142,0.0003315112,0.004544698,0.0008942994,0.000821595,0.004193672],"domain_scores_gemma":[0.989034,0.000237397,0.001889275,0.0005817565,0.0009556669,0.007301899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001478973,0.0003294541,0.1423477,0.001043754,0.008760189,0.01470718,0.2736439,0.00459122,0.00004986742,0.0009775429,0.1525363,0.4008651],"study_design_scores_gemma":[0.002065266,0.0004489196,0.09465609,0.001982657,0.0003892505,0.001875153,0.03590233,0.000008268542,0.0005512525,0.0004924865,0.8600423,0.001586059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9205638,0.04322316,0.00003361673,0.02551393,0.007234664,0.0008098968,0.00005265528,0.00001147169,0.002556763],"genre_scores_gemma":[0.9454984,0.01292566,0.0166528,0.002571032,0.001246526,0.00005801523,0.00003232855,0.0002119818,0.02080324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8280818,"threshold_uncertainty_score":0.9999365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2299734034","doi":"10.14288/1.0088048","title":"Ecological footprint and appropriated carrying capacity : a tool for planning toward sustainability","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":228,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Ecological footprint; Sustainability; Carrying capacity; Footprint; Business; Environmental resource management; Environmental planning; Natural resource economics; Ecology; Geography; Economics; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.01221590005344894,"gpt":0.1875803463881598,"spread":0.1753644463347109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002689482,0.00005592275,0.0001999362,0.00001788546,0.0003100123,0.00005402853,0.0001825131,0.0001072165,0.000101069],"category_scores_gemma":[0.00007613068,0.0001620996,0.00006805651,0.000139241,0.0003553157,0.0001917769,0.0002063092,0.0000980464,0.000003158773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006425981,"about_ca_system_score_gemma":0.00002221889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02200724,"about_ca_topic_score_gemma":0.004794516,"domain_scores_codex":[0.9989445,0.00003481567,0.0001159311,0.000395978,0.0001582855,0.0003505333],"domain_scores_gemma":[0.9996315,0.00003807944,0.00007213746,0.0001326439,0.00001605998,0.0001095737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005551095,0.0002808663,0.4079321,0.0001028592,0.00002338722,0.000092166,0.001872884,0.0003669694,0.0006866897,0.00001494271,0.000725002,0.5878466],"study_design_scores_gemma":[0.0007118686,0.0001443296,0.9873816,0.00001321735,0.00001533227,0.00001666833,0.003878489,0.0003091294,0.000002913085,0.007033315,0.0002964131,0.0001967763],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996994,0.00001092359,0.001251887,0.0002429917,0.00002200343,0.0005288306,0.00001445079,0.00004729183,0.0008875809],"genre_scores_gemma":[0.9979552,0.000008879303,0.001700882,0.00006665815,0.000009673129,0.000001890435,0.000006869638,0.000005428054,0.0002445118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5876499,"threshold_uncertainty_score":0.9845053,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995821039","doi":"10.3390/su5073035","title":"Bringing the “Missing Pillar” into Sustainable Development Goals: Towards Intersubjective Values-Based Indicators","year":2013,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":218,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"European Commission","keywords":"Operationalization; Pillar; Sustainability; Sustainable development; Context (archaeology); Capability approach; Political science; Sociology; Environmental ethics; Epistemology; Geography; Engineering; Law; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.005044892711580919,"gpt":0.2311971019237539,"spread":0.226152209212173,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001692549,0.0004788157,0.0003281519,0.000215946,0.001432284,0.0002838527,0.0008504527,0.00015218,0.002906359],"category_scores_gemma":[0.001060432,0.0003683375,0.0001471344,0.001219676,0.001055562,0.000810239,0.001322664,0.0004180756,0.0003565717],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01190554,"about_ca_system_score_gemma":0.0006872316,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00851673,"about_ca_topic_score_gemma":0.00003413688,"domain_scores_codex":[0.9960341,0.000297102,0.0005872959,0.0008433583,0.0007592399,0.001478907],"domain_scores_gemma":[0.9984182,0.0001763243,0.0002010485,0.0007647749,0.0001008538,0.0003388163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001370497,0.0006481108,0.5677642,0.0006946264,0.000132102,0.0001199355,0.03837357,0.003785109,0.0004004421,0.000624114,0.008346834,0.3789739],"study_design_scores_gemma":[0.0006171739,0.00008997909,0.8829684,0.00001973692,0.00002490926,0.000004857209,0.04635826,0.001081118,0.005883277,0.02679202,0.03537979,0.0007804686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804733,0.00006875874,0.002034729,0.004338689,0.0000936233,0.001851621,4.821852e-7,0.0001777259,0.01096107],"genre_scores_gemma":[0.9917782,0.00000238039,0.001862675,0.0009373641,0.00004717536,0.0004566798,0.00001006983,0.00005076262,0.004854691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3781934,"threshold_uncertainty_score":0.9998769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1753156925","doi":"10.5751/es-00316-050222","title":"Assessing the Performance of Natural Resource Systems","year":2002,"lang":"en","type":"article","venue":"Conservation Ecology","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":211,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Natural resource; Ecology; Natural (archaeology); Resource (disambiguation); Environmental resource management; Geography; Natural resource management; Environmental science; Computer science; Biology; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.01756847397550691,"gpt":0.2270807254331287,"spread":0.2095122514576218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001983756,0.00006332497,0.00007902311,0.00002000446,0.0001601395,0.00001877885,0.0001486484,0.0000397931,0.001049418],"category_scores_gemma":[0.0000399382,0.00004735139,0.00001634553,0.0001532634,0.0002378516,0.0002425219,0.00009317652,0.00007412,0.0002245568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001270912,"about_ca_system_score_gemma":0.000004014084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008169493,"about_ca_topic_score_gemma":0.00001077928,"domain_scores_codex":[0.9993767,0.00006226337,0.0001730037,0.0001098868,0.0001104608,0.0001676779],"domain_scores_gemma":[0.999643,0.00009965248,0.0001018982,0.0001317523,0.000004095145,0.00001965757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002839299,0.00002676409,0.9755468,0.00001238395,0.000006587973,0.000001530308,0.0003956672,0.003049626,0.001220797,0.00009858047,0.01738259,0.002255857],"study_design_scores_gemma":[0.0001251066,0.0000204774,0.9100245,0.000003193754,0.000004038493,0.000009469176,0.0005090943,0.05785573,0.0002157897,0.00001050437,0.03116106,0.00006105714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876293,0.00004578467,0.000006890313,0.001563572,0.0001284835,0.0001253828,2.39768e-7,0.00001389214,0.01048645],"genre_scores_gemma":[0.993715,0.00001380811,0.00006160574,0.001024062,0.00001918854,0.00001640965,0.000003168952,0.000005120123,0.005141604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06552231,"threshold_uncertainty_score":0.9998637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2578695135","doi":"10.5751/es-08999-220107","title":"Making sense of environmental values: a typology of concepts","year":2017,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":210,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Ministry of Business, Innovation and Employment","keywords":"Typology; Geography; Environmental resource management; Environmental science; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.0135406482436308,"gpt":0.2727663297442561,"spread":0.2592256815006252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001979391,0.00009019644,0.0001777828,0.000007541165,0.0002986075,0.000004424164,0.0001314783,0.0001262081,0.001478818],"category_scores_gemma":[0.00002420786,0.00008750938,0.00006756684,0.00001456187,0.002022753,0.000105111,0.0004099037,0.00007711811,0.00002994519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006893586,"about_ca_system_score_gemma":0.000006980356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005405652,"about_ca_topic_score_gemma":0.00001139804,"domain_scores_codex":[0.9993442,0.00003329319,0.0001619243,0.0001768693,0.00008018342,0.0002035732],"domain_scores_gemma":[0.9995252,0.00004868973,0.0001852928,0.0002042046,9.501185e-7,0.00003560553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001859296,0.00008632784,0.982619,0.00001807737,0.00004731959,0.000007153608,0.00487237,0.00002219696,0.008674277,0.0003852918,0.001422272,0.001827103],"study_design_scores_gemma":[0.0003922356,0.00007284887,0.9931186,0.000003251337,0.00001455194,0.0000101291,0.003007189,0.00008082724,0.0012931,0.001176005,0.0007434603,0.00008775328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875096,0.00003109072,0.000005496792,0.0001325467,0.00007126251,0.00009083574,0.000007506485,0.000004660897,0.01214699],"genre_scores_gemma":[0.997855,0.0001482171,0.0008382523,0.0002344264,0.00001557926,0.000004405908,0.00000209756,0.00000600182,0.0008960197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01125097,"threshold_uncertainty_score":0.999434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2075381148","doi":"10.1038/468370a","title":"Questioning economic growth","year":2010,"lang":"en","type":"article","venue":"Nature","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":202,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Resilience (materials science); Psychological resilience; Economics; Political science; Natural resource economics; Keynesian economics; Psychology; Physics; Social psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.001992629674109311,"gpt":0.2023134926335468,"spread":0.2003208629594375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009354775,0.00007960969,0.00005041884,0.0000188898,0.0001019908,0.00002261868,0.000156047,0.0004220649,0.007677411],"category_scores_gemma":[0.00002626466,0.0000744151,0.00002312854,0.00005165637,0.00007914302,0.0001846852,0.0001142341,0.001077787,0.002379981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001031734,"about_ca_system_score_gemma":0.000007370741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001997423,"about_ca_topic_score_gemma":0.0001248535,"domain_scores_codex":[0.9994749,0.000006212946,0.00006726003,0.000169143,0.00009456486,0.0001878986],"domain_scores_gemma":[0.9997827,0.00001131117,0.0000229692,0.0001149626,9.885787e-7,0.0000670536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001542833,0.00005112368,0.8014114,0.000007205228,0.00001228187,0.00002190637,0.000412318,0.0002211573,0.01649112,0.01648535,0.1504109,0.01445974],"study_design_scores_gemma":[0.0002265835,0.00001240859,0.8114164,0.000002136442,0.000004575835,0.00001875635,0.00008278603,0.0001714588,0.006555853,0.007384364,0.1738694,0.0002552545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8828083,0.000009632216,0.000003878963,0.000957495,0.0003568791,0.00005439388,0.000001154498,0.00003958654,0.1157687],"genre_scores_gemma":[0.994403,0.000005713707,0.001066548,0.001040071,0.0001236326,0.000006192321,0.000007037626,0.000009797573,0.003338024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1124306,"threshold_uncertainty_score":0.9983968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2810136893","doi":"10.5751/es-10212-230249","title":"Understanding process, power, and meaning in adaptive governance: a critical institutional reading","year":2018,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":191,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Economic and Social Research Council; Department for International Development; Natural Environment Research Council; Sight Research UK","keywords":"Meaning (existential); Corporate governance; Reading (process); Process (computing); Power (physics); Sociology; Ecology; Political science; Environmental ethics; Epistemology; Computer science; Economics; Biology; Management; Law; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.022524014689416,"gpt":0.2549193593551262,"spread":0.2323953446657102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001873866,0.00007457285,0.00008035749,0.000007256832,0.0003706906,0.00001179105,0.00003987274,0.00008693854,0.0003887444],"category_scores_gemma":[0.00004780761,0.00007426048,0.00001380786,0.00008673381,0.001179365,0.0002268839,0.0001200049,0.0001102089,0.00001790998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004494414,"about_ca_system_score_gemma":0.00001745797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003944646,"about_ca_topic_score_gemma":0.00007595727,"domain_scores_codex":[0.9993787,0.00001684127,0.00008592712,0.0002041799,0.00007986194,0.0002344282],"domain_scores_gemma":[0.9998451,0.00005063903,0.00001960168,0.0000318657,0.000001804169,0.00005101268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003603707,0.00005942957,0.8633439,0.00001678287,0.00001694704,0.00002161471,0.01881991,0.00004235073,0.000181859,0.1152826,0.001951053,0.000227538],"study_design_scores_gemma":[0.0004483475,0.0001050105,0.9498421,0.00001531276,0.000005211713,0.00002386884,0.007717196,0.001965675,0.00005371169,0.03921328,0.0004499342,0.0001603347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540478,0.00002077274,0.0002216909,0.0004432877,0.00006081978,0.00007202633,0.000001299865,0.00001123634,0.04512109],"genre_scores_gemma":[0.998281,0.00007010139,0.0008651244,0.00061674,0.00002386951,0.000007615509,7.843519e-7,0.000003851777,0.0001308942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08649824,"threshold_uncertainty_score":0.4345418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042104239","doi":"10.1016/j.jclepro.2003.06.001","title":"Strategic sustainable development using the ISO 14001 Standard","year":2004,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":171,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Suncor Energy Incorporated","keywords":"Backcasting; Sustainability; Process management; Sustainable development; Business; Process (computing); Confusion; Strategic planning; Computer science; Political science; Marketing","retraction":null,"screen_n_in":null,"score":{"opus":0.01865465121978914,"gpt":0.2408541925923434,"spread":0.2221995413725543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009648959,0.0001409224,0.0001438915,0.00007359173,0.0003935192,0.00006379458,0.0002187598,0.00004416231,0.0002999713],"category_scores_gemma":[0.00004610125,0.00009490135,0.00005621653,0.0002644076,0.0001648101,0.0006200349,0.0001153344,0.0002180784,0.0000427213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001793565,"about_ca_system_score_gemma":0.0001699337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001053635,"about_ca_topic_score_gemma":0.0000182114,"domain_scores_codex":[0.9984655,0.00004411067,0.0004039192,0.0001751773,0.0005497715,0.0003615522],"domain_scores_gemma":[0.9994198,0.000007833223,0.0002887401,0.0001638438,0.0000350085,0.00008475174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006490953,0.000497817,0.01805671,0.00009569868,0.0001707052,0.0003677786,0.01323148,0.9080155,0.02799796,0.001050787,0.007108543,0.02275786],"study_design_scores_gemma":[0.00424174,0.0009646042,0.1013475,0.0001588426,0.0002050959,0.003048519,0.1338856,0.0001287455,0.2193028,0.05601893,0.4792129,0.001484704],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946814,0.00006100405,0.0005610416,0.001412237,0.0002546184,0.0001731452,1.261989e-7,0.00001014996,0.002846261],"genre_scores_gemma":[0.9929965,0.00003372465,0.003575776,0.0001200431,0.0002859932,0.000002260705,7.258633e-7,0.00001595867,0.002969053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9078868,"threshold_uncertainty_score":0.4690111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885277934","doi":"10.5751/es-10182-230322","title":"Reframing the sustainable development goals to achieve sustainable development in the Anthropocene&amp;#8212;a systems approach","year":2018,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":168,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"International Social Science Council; Deutsche Forschungsgemeinschaft","keywords":"Cognitive reframing; Anthropocene; Sustainable development; Environmental ethics; Environmental resource management; Environmental planning; Political science; Ecology; Geography; Environmental science; Biology; Philosophy; Psychology; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.01057211602811652,"gpt":0.2367204195727273,"spread":0.2261483035446107,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002826318,0.0003135143,0.0002730767,0.00005149117,0.002413758,0.0001460035,0.0006223102,0.0002192747,0.0002404769],"category_scores_gemma":[0.00007657025,0.0002057218,0.0000533037,0.0006713415,0.0008570286,0.0002671691,0.001025358,0.0003257115,0.0002679984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001303293,"about_ca_system_score_gemma":0.000154845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000590963,"about_ca_topic_score_gemma":0.0001543011,"domain_scores_codex":[0.997031,0.0002385611,0.0004344286,0.0005839586,0.0003685032,0.001343568],"domain_scores_gemma":[0.9992176,0.0001573251,0.0001032396,0.0003607106,0.00002463293,0.0001365323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001831156,0.001049939,0.387577,0.0004309116,0.0002636169,0.0001248656,0.4698195,0.001960187,0.000176264,0.01309139,0.1193634,0.005959822],"study_design_scores_gemma":[0.0003911411,0.00009212338,0.4655125,0.000007318495,0.00001057009,0.00002393205,0.1708868,0.0001144803,0.00009467099,0.0004251504,0.3620821,0.000359145],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752003,0.0001127599,0.000620898,0.001361834,0.0001044783,0.001323147,6.102583e-7,0.00003709997,0.02123889],"genre_scores_gemma":[0.971889,0.00004942988,0.00503338,0.002677425,0.00009959337,0.0004842332,0.00001578915,0.00002466308,0.01972653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2989327,"threshold_uncertainty_score":0.998885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1956880875","doi":"10.1109/ktsc.1995.569152","title":"The politics of sustainability","year":2002,"lang":"en","type":"article","venue":"","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":159,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Politics; Sustainability; Political economy; Equity (law); Externality; Environmental ethics; Political science; Sustainable development; Psychological resilience; Economics; Development economics; Economic system; Law; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.007772776667616592,"gpt":0.2072575051665658,"spread":0.1994847284989492,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001368387,0.00006148058,0.00005243204,0.000007904055,0.0002082205,0.000009517551,0.0001771556,0.00002278187,0.005308858],"category_scores_gemma":[0.00007036183,0.00003899724,0.00003060275,0.0001210539,0.0004066516,0.00007403729,0.0001757063,0.00004075371,0.0003006492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002614081,"about_ca_system_score_gemma":0.000002952903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000331381,"about_ca_topic_score_gemma":0.00001563475,"domain_scores_codex":[0.9992995,0.00001995335,0.0001372713,0.0001003773,0.000176438,0.0002664537],"domain_scores_gemma":[0.9996465,0.00005813043,0.0000292479,0.0002099928,0.000003784399,0.00005237471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001065493,0.0003522318,0.6583076,0.00003167962,0.00002550332,0.00000926504,0.002686725,0.000672135,0.0004080963,0.04030722,0.1750462,0.1221428],"study_design_scores_gemma":[0.0003130508,0.00006834459,0.4033306,0.000001281137,0.000007941198,0.000005209313,0.004850175,0.001529236,0.002922989,0.04393142,0.5427921,0.0002475804],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7503024,0.00003978816,0.00004306026,0.002433189,0.00003240547,0.0001553813,4.812887e-7,0.00001916358,0.2469741],"genre_scores_gemma":[0.9270653,0.00002567143,0.0001243461,0.0001441286,0.000009892491,0.000006991021,2.639139e-7,0.000004225319,0.07261914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.367746,"threshold_uncertainty_score":0.9956004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2117467793","doi":"10.1017/s000842390530998x","title":"Governance for Sustainable Development—the Challenge of Adapting Form to Function","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Political Science","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":158,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Transformative learning; Corporate governance; Sustainable development; Function (biology); Normative; Interdependence; Political science; Sustainability; Business; Environmental resource management; Environmental planning; Environmental ethics; Sociology; Geography; Economics; Law; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.01173755733966079,"gpt":0.2212637761016001,"spread":0.2095262187619394,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001294196,0.0001036216,0.0001289374,0.00009882385,0.00048938,0.00006735329,0.0006029684,0.0000336139,0.0003269954],"category_scores_gemma":[0.0006038364,0.00007829091,0.00004876545,0.0004741803,0.0005850497,0.0008791568,0.00009383226,0.0001027201,0.00003637731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002617641,"about_ca_system_score_gemma":0.0009370988,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006959252,"about_ca_topic_score_gemma":0.009428456,"domain_scores_codex":[0.9978325,0.00001140547,0.0003617609,0.0001681971,0.0004160087,0.001210138],"domain_scores_gemma":[0.9986132,0.00006090225,0.0001329872,0.0001344881,0.00006518494,0.000993259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005601258,0.00006381028,0.01221972,0.00004131483,0.00001704085,0.00002833575,0.004094226,0.00115166,0.0009134182,0.8958073,0.005419432,0.08018772],"study_design_scores_gemma":[0.000462966,0.0003590389,0.6378397,0.0000412056,0.00001808771,0.00003359097,0.005427773,0.0002273618,0.005997869,0.01207024,0.3372056,0.0003165051],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680437,0.0000548435,0.002771401,0.0113089,0.0001301777,0.0003361208,0.000003014064,0.000004053579,0.01734775],"genre_scores_gemma":[0.9938244,0.000001277975,0.003051055,0.0008896929,0.000117107,0.000007899581,2.290461e-7,0.000007570176,0.002100744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8837371,"threshold_uncertainty_score":0.9996535,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2991227102","doi":"10.1126/science.aay0749","title":"Unraveling the claims for (and against) green growth","year":2019,"lang":"en","type":"article","venue":"Science","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":140,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Astrobiology; Natural resource economics; Environmental ethics; Economics; Biology; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.006061158567379364,"gpt":0.2091455692026792,"spread":0.2030844106352998,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005905628,0.0000837594,0.00005999675,0.00002861828,0.0003847719,0.00005547213,0.0004091306,0.00002073396,0.0001692789],"category_scores_gemma":[0.0000322748,0.00005581825,0.00002010943,0.0003195191,0.0007021023,0.0003331874,0.0003590267,0.00005337324,0.0003526286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001431098,"about_ca_system_score_gemma":0.00002076789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001240985,"about_ca_topic_score_gemma":0.000009427089,"domain_scores_codex":[0.9989442,0.00000797187,0.00009125737,0.0003006205,0.000291088,0.0003649004],"domain_scores_gemma":[0.9996679,0.0000463592,0.0000315954,0.0001719875,0.000004622155,0.00007748284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003973634,0.00005823856,0.7002015,0.00005285061,0.00001056833,0.000003626164,0.006271318,0.0006760643,0.1635797,0.007878543,0.001743539,0.1194843],"study_design_scores_gemma":[0.0006023223,0.00009309404,0.9034696,0.00001294831,0.000007343165,0.000007814141,0.001892944,0.004790279,0.01280668,0.02365671,0.05223543,0.0004248357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827075,0.00001894091,0.0001094438,0.001071656,0.0001045526,0.0003329494,9.936391e-7,0.0000155382,0.01563843],"genre_scores_gemma":[0.9930975,0.00002127897,0.0008692867,0.001116123,0.00002401536,0.00001800028,7.490831e-7,0.000006463655,0.004846537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2032681,"threshold_uncertainty_score":0.4532445,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116032367","doi":"10.1073/pnas.1403543111","title":"Global market integration increases likelihood that a future African Green Revolution could increase crop land use and CO <sub>2</sub> emissions","year":2014,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":139,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Office of Science; Gordon and Betty Moore Foundation; University of Minnesota; U.S. Department of Energy","keywords":"Green Revolution; Deforestation (computer science); Agriculture; Context (archaeology); Natural resource economics; Productivity; Land use; Agrarian society; Agricultural economics; Economics; Profitability index; Land use, land-use change and forestry; Latin Americans; Agroforestry; Geography; Environmental science; Economic growth; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.01491989822079487,"gpt":0.2439343866945848,"spread":0.2290144884737899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001003711,0.0001324693,0.0001323005,0.00006915355,0.0003200532,0.00004632623,0.000374206,0.00009629089,0.00004441524],"category_scores_gemma":[0.0004572166,0.00009008111,0.00004233942,0.0005586751,0.0009514534,0.0009325729,0.0002809437,0.0001067972,0.000002705275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001864936,"about_ca_system_score_gemma":0.00001625585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005975496,"about_ca_topic_score_gemma":0.00000832294,"domain_scores_codex":[0.9983475,0.0000225974,0.000216244,0.0002801848,0.0009232954,0.0002102222],"domain_scores_gemma":[0.9994914,0.00008240165,0.0002777499,0.0000136347,0.00002842169,0.0001063821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005890965,0.00007811504,0.9244727,0.00003136902,0.000009396132,2.073295e-8,0.0002049748,0.00002577287,0.06107989,0.001028134,0.008371201,0.004639544],"study_design_scores_gemma":[0.0001942007,0.00003711038,0.9641574,0.00004636559,0.00001488055,0.00001176482,0.0005361486,0.001130561,0.02002553,0.01307401,0.0006540315,0.0001180111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923084,0.00002956596,0.000002891667,0.002198225,0.000009039905,0.0001771928,0.00002875291,0.00001271611,0.005233187],"genre_scores_gemma":[0.9988446,0.00008888455,0.0005242449,0.0003736253,0.00006615651,0.00001065872,0.000001137904,0.000003878527,0.00008679792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04105436,"threshold_uncertainty_score":0.3673401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2588052961","doi":"10.3390/su9020279","title":"The Challenges of Applying Planetary Boundaries as a Basis for Strategic Decision-Making in Companies with Global Supply Chains","year":2017,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":130,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Rijksinstituut voor Volksgezondheid en Milieu; National Ethnic Affairs Commission of the People's Republic of China; Economic and Social Research Council; University of Surrey","keywords":"Supply chain; Planetary boundaries; Basis (linear algebra); Business; Industrial organization; Marketing; Mathematics; Sustainable development; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.01592515090077926,"gpt":0.277978242901381,"spread":0.2620530920006017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000770013,0.0002062906,0.0002480622,0.00002426692,0.001428803,0.0002223177,0.0006198135,0.00007107409,0.00006592077],"category_scores_gemma":[0.0005858027,0.0001451736,0.00005701723,0.00008945853,0.001925933,0.0003193645,0.000397391,0.0001035905,0.000005127988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001406708,"about_ca_system_score_gemma":0.0002395285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003414447,"about_ca_topic_score_gemma":0.0101574,"domain_scores_codex":[0.9983447,0.00005286197,0.0002926428,0.0003936982,0.0003456135,0.0005704847],"domain_scores_gemma":[0.9987144,0.0003518672,0.0001897861,0.0006486063,0.00002857467,0.00006672489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00110735,0.0001614432,0.836933,0.0002096758,0.00003392378,0.00003430243,0.002922735,0.002340859,0.000003493984,0.03505832,0.0000648011,0.1211301],"study_design_scores_gemma":[0.0003902531,0.0001382648,0.7707658,0.00003625944,0.000008776016,0.00000546828,0.02524079,0.0005484949,0.00001017524,0.2013513,0.00133203,0.0001723459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919219,0.0002327326,0.00008864842,0.001766609,0.00005152624,0.001139737,0.00001779153,0.00001694973,0.004764109],"genre_scores_gemma":[0.9987817,0.00005203706,0.0008380938,0.00003283745,0.00001792072,0.000203511,0.000002776539,0.00001076116,0.0000603747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.166293,"threshold_uncertainty_score":0.9998712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386723019","doi":"10.1038/d41586-023-02808-x","title":"What scientists need to do to accelerate progress on the SDGs","year":2023,"lang":"en","type":"article","venue":"Nature","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":116,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bedford Institute of Oceanography","funders":"Medical Research Council","keywords":"Sustainable development; Planet; Business; Environmental planning; Astrobiology; Political science; Environmental science","retraction":null,"screen_n_in":null,"score":{"opus":0.01064964751274841,"gpt":0.2667434978858759,"spread":0.2560938503731275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003324811,0.0001532561,0.00008576173,0.00009386707,0.0003007615,0.000327361,0.0005327669,0.0002241323,0.00158405],"category_scores_gemma":[0.00005784542,0.0001029429,0.00003549403,0.001557375,0.00009448336,0.0002890476,0.0005925623,0.0005098854,0.01283201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002065138,"about_ca_system_score_gemma":0.000008146381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001555968,"about_ca_topic_score_gemma":0.0000152886,"domain_scores_codex":[0.9984189,0.00002765111,0.0001005774,0.0003833014,0.0005686702,0.0005008798],"domain_scores_gemma":[0.9994326,0.00003495359,0.00002247994,0.0003199868,0.000004535001,0.0001854989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004659788,0.00005030942,0.01481117,0.000006394586,0.000009753153,0.00005036175,0.003078447,0.0009851902,0.002017821,0.0006393002,0.9425765,0.03572811],"study_design_scores_gemma":[0.0001818792,0.00007582553,0.4715884,0.00004130509,0.000003695764,0.000002612991,0.003106243,0.00005022756,0.00553488,0.0007400141,0.5183646,0.0003102782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9462128,0.00003185138,8.354668e-7,0.04560649,0.0006526486,0.0005612385,0.000003340724,0.00008066071,0.006850183],"genre_scores_gemma":[0.9651826,0.0000177688,0.0001054943,0.01723762,0.00008054369,0.000102331,0.000008911932,0.00002003858,0.01724469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4567773,"threshold_uncertainty_score":0.9993286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2325825230","doi":"10.5751/es-05022-170412","title":"Fit, Interplay, and Scale: A Diagnosis","year":2012,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":109,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Scale (ratio); Geography; Environmental resource management; Environmental science; Cartography","retraction":null,"screen_n_in":null,"score":{"opus":0.006739687972651879,"gpt":0.2303267754858534,"spread":0.2235870875132015,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001643916,0.00007591594,0.00007753046,0.000005170905,0.0001843178,0.000008222641,0.00004172172,0.00008658152,0.001513088],"category_scores_gemma":[0.000008524599,0.00006868413,0.0000248239,0.00004188647,0.000333805,0.0002283886,0.000254132,0.00007626096,0.0001199929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007371192,"about_ca_system_score_gemma":0.00000195887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005748263,"about_ca_topic_score_gemma":0.00002360019,"domain_scores_codex":[0.9994664,0.0000191208,0.00006731339,0.000126263,0.00004427636,0.0002766651],"domain_scores_gemma":[0.9997739,0.00004885385,0.00001831435,0.00005214153,5.064123e-7,0.000106331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001732109,0.00003943253,0.9752818,0.000003892974,0.000008312604,5.063326e-7,0.003631547,9.677932e-7,0.00003796528,0.00003989494,0.0182505,0.002703405],"study_design_scores_gemma":[0.000154732,0.00002038157,0.974232,0.000001083137,0.00000765706,0.000009895379,0.001274366,0.00003679338,0.00007728142,0.0002265527,0.0238705,0.00008881836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938381,0.0001219421,0.000005262454,0.0005122311,0.00007174601,0.00007231892,0.000001167015,0.00001362407,0.005363575],"genre_scores_gemma":[0.9955476,0.0004882502,0.0005741855,0.00176989,0.00003806597,0.00003599946,0.000001672829,0.000004955475,0.001539406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005620005,"threshold_uncertainty_score":0.9993997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002501221","doi":"10.1080/09613210902781470","title":"The ecological crisis and self-delusion: implications for the building sector","year":2009,"lang":"en","type":"article","venue":"Building Research & Information","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":100,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Ecological crisis; Status quo; Sustainability; Mainstream; New Urbanism; Environmental ethics; Political economy; Economics; Economic system; Sociology; Political science; Ecology; Urbanism; Market economy; Law; Architecture","retraction":null,"screen_n_in":null,"score":{"opus":0.02888506066579925,"gpt":0.3279362404711793,"spread":0.29905117980538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001857462,0.00009118834,0.00006107448,0.00005435995,0.002511244,0.000301422,0.0003644718,0.00005774377,0.00006465193],"category_scores_gemma":[0.0003198605,0.00005279204,0.00003408448,0.0003348435,0.0001558929,0.0007417405,0.0003043589,0.0001775651,0.00004854923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004186328,"about_ca_system_score_gemma":0.00001961505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008066276,"about_ca_topic_score_gemma":0.000007010675,"domain_scores_codex":[0.9987913,0.00005078942,0.0002174412,0.0001323519,0.0003323838,0.000475736],"domain_scores_gemma":[0.9989879,0.0006194936,0.00005677707,0.0002246936,0.0000250104,0.00008608418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001493918,0.0002096806,0.02235623,0.0000418879,0.00005478394,9.450015e-7,0.006344188,0.003922434,0.004764832,0.08471202,0.2382709,0.6391727],"study_design_scores_gemma":[0.0002748409,0.0001278013,0.6600755,0.000004319712,0.000007000955,0.000008211558,0.001720953,0.004327844,0.0003734285,0.02654282,0.3064074,0.0001299085],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586231,0.00009546606,0.003417749,0.03295537,0.0000632516,0.001349165,0.000005323318,0.00008679686,0.00340374],"genre_scores_gemma":[0.9954481,0.00037627,0.003076091,0.0007390768,0.00005928044,0.0001880518,0.000005191129,0.000004463153,0.0001035369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6390427,"threshold_uncertainty_score":0.9987873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167747049","doi":"10.3390/su4092270","title":"Engineering Sustainability: A Technical Approach to Sustainability","year":2012,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":93,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sustainability; Sustainability organizations; Sustainability science; Stewardship (theology); Engineering economics; Social sustainability; Environmental resource management; Sustainable development; Population; Equity (law); Intergenerational equity; Engineering; Business; Environmental economics; Environmental planning; Economics; Environmental science; Political science; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.006437163411201713,"gpt":0.2310056995567732,"spread":0.2245685361455715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003112861,0.0006754083,0.0005801752,0.00021431,0.0004228611,0.00009522287,0.0008506397,0.0003333285,0.0008455862],"category_scores_gemma":[0.007107195,0.0006684432,0.0002698833,0.001719724,0.000613103,0.001121276,0.002054433,0.0005989507,0.0002724177],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03196932,"about_ca_system_score_gemma":0.0004455667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001145467,"about_ca_topic_score_gemma":0.00001416716,"domain_scores_codex":[0.9939557,0.0002490291,0.0007639664,0.001237375,0.0009076813,0.002886304],"domain_scores_gemma":[0.9965636,0.0001950048,0.00010926,0.001573436,0.000259148,0.001299546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002276358,0.002898482,0.9277589,0.0008602943,0.00003646708,0.00002063748,0.005030185,0.01534028,0.0001674515,0.01385528,0.007374187,0.02643019],"study_design_scores_gemma":[0.0005177816,0.0001492131,0.8670322,0.000004677791,0.00004041112,0.00003697108,0.008124523,0.0004042046,0.0002219318,0.01863202,0.1036564,0.001179646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630695,0.00005664457,0.01000965,0.00440143,0.0002112965,0.004393093,0.000007710635,0.0006090063,0.01724168],"genre_scores_gemma":[0.9913924,0.000001738405,0.004024169,0.0004533307,0.0001852637,0.0009466453,0.0000198315,0.00008015642,0.002896438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09628218,"threshold_uncertainty_score":0.9995767,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2054323170","doi":"10.1007/s11017-005-5754-1","title":"Developing Sustainability: A New Metaphor for Progress","year":2006,"lang":"en","type":"article","venue":"Metamedicine","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":91,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Metaphor; Philosophy of medicine; Sustainability; Paradigm shift; Process (computing); Epistemology; Political science; Sociology; Engineering ethics; Computer science; Philosophy; Medicine; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01311392780651624,"gpt":0.2639342822396253,"spread":0.2508203544331091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004291201,0.0002085717,0.0002662025,0.00006773291,0.0001529525,0.000024122,0.0002179586,0.00005885364,0.0008752306],"category_scores_gemma":[0.0001134484,0.0001681717,0.00007750729,0.000373591,0.0002847496,0.0001771606,0.0001579145,0.00007153557,0.00009744747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008288491,"about_ca_system_score_gemma":0.00007981707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001307195,"about_ca_topic_score_gemma":0.00008123321,"domain_scores_codex":[0.9983815,0.00002480683,0.0003142517,0.0003806369,0.0003314362,0.0005673525],"domain_scores_gemma":[0.9994859,0.00005785124,0.00008034308,0.0002331677,0.00001190077,0.000130841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002484319,0.0003437583,0.3321413,0.0002514264,0.0001411136,0.00007576927,0.001256395,0.0005625629,0.001367186,0.01796121,0.2499346,0.3957162],"study_design_scores_gemma":[0.001714226,0.0001261416,0.1856422,0.00001288766,0.00009308727,0.00001211505,0.0007850731,0.0002081358,0.00280555,0.06815352,0.7400346,0.0004124587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8927363,0.001048158,0.05042154,0.03989261,0.0003986772,0.003079451,0.000005218658,0.0002757982,0.01214224],"genre_scores_gemma":[0.8994288,0.00001627051,0.05251147,0.001613083,0.0005199009,0.0003114041,0.00006844495,0.00005439007,0.04547617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4901,"threshold_uncertainty_score":0.9583161,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061202599","doi":"10.3152/030234210x484784","title":"Critical success factors for government-led foresight","year":2010,"lang":"en","type":"article","venue":"Science and Public Policy","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":87,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Defence Research and Development Canada; University of Ottawa; Wilfrid Laurier University","funders":"","keywords":"Futures studies; Government (linguistics); Key (lock); Function (biology); Success factors; Process management; Business; Public relations; Marketing; Political science; Computer science; Business administration; Computer security","retraction":null,"screen_n_in":null,"score":{"opus":0.009928262111222292,"gpt":0.2646063164457497,"spread":0.2546780543345274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006766857,0.0001687782,0.0001224081,0.0001001696,0.0008504107,0.0003377959,0.0005665899,0.00007202612,0.0007685686],"category_scores_gemma":[0.002380242,0.0001361223,0.00003672685,0.0007367115,0.002573865,0.001585111,0.0004522731,0.0001318311,0.00005632535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003388662,"about_ca_system_score_gemma":0.0001853397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008645818,"about_ca_topic_score_gemma":0.0002094011,"domain_scores_codex":[0.9976469,0.00001116352,0.0001629756,0.0004503649,0.0008033499,0.0009252209],"domain_scores_gemma":[0.9990203,0.0001462997,0.00004105837,0.000250318,0.00001912521,0.0005229379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002160591,0.0002063909,0.7326124,0.0000289006,0.000008657985,0.000003259487,0.001385626,0.00000248929,0.05053291,0.1552634,0.009256029,0.05067838],"study_design_scores_gemma":[0.0005314173,0.00009608407,0.79871,0.000002775213,0.000008106865,0.00001238454,0.001051515,0.0004906198,0.009446727,0.01737863,0.1717835,0.0004882555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568793,0.000004358014,0.00009206983,0.005963842,0.0002110595,0.0002370239,0.0000183888,0.00003459022,0.0365594],"genre_scores_gemma":[0.9965947,0.000006948103,0.0006813655,0.001155835,0.0001466491,0.00004492113,0.000003254788,0.00001199368,0.001354367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1625274,"threshold_uncertainty_score":0.9483511,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4213021793","doi":"10.18356/4d038e1e-en","title":"The Sustainable Development Goals Report 2017","year":2017,"lang":"en","type":"book","venue":"The Sustainable development goals report","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Poverty; Scarcity; Sustainable development; Quarter (Canadian coin); Extreme poverty; Political science; Economic growth; Geography; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.01269220632583047,"gpt":0.2411747415583669,"spread":0.2284825352325364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.01080382,0.002731335,0.001978347,0.0004827425,0.01469847,0.002342045,0.00604787,0.001377849,0.002063784],"category_scores_gemma":[0.00106495,0.001980427,0.0006601989,0.0006650872,0.002576164,0.001500972,0.009716218,0.002100842,0.003939608],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01821586,"about_ca_system_score_gemma":0.01027162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00135681,"about_ca_topic_score_gemma":0.0006025864,"domain_scores_codex":[0.9810398,0.0003058256,0.004506372,0.003468262,0.004575388,0.006104323],"domain_scores_gemma":[0.9865825,0.0004898574,0.005118628,0.006260514,0.0004776735,0.001070803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001690985,0.0002883503,0.005685007,0.0006614815,0.001014883,0.1076138,0.003671005,0.0003503122,0.00001653304,0.001505421,0.8589573,0.02006678],"study_design_scores_gemma":[0.0007341256,0.00006834636,0.02386478,0.0001648138,0.0001829334,0.00383379,0.006611377,0.00001349918,0.0002473567,0.004571481,0.9569342,0.002773304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0112787,0.00166433,0.0003155134,0.001623691,0.001385149,0.006837199,0.000008391683,0.0005202782,0.9763668],"genre_scores_gemma":[0.008675541,0.0004244399,0.001227347,0.0006368813,0.0006277727,0.002394614,0.0009291415,0.0004829989,0.9846013],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.10378,"threshold_uncertainty_score":0.9999186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2948855758","doi":"10.4324/9781315165448","title":"A Critical Approach to Climate Change Adaptation","year":2018,"lang":"en","type":"book","venue":"","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":80,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"International Development Research Centre; Department for International Development; Government of the United Kingdom","keywords":"Adaptation (eye); Climate change; Climate change adaptation; Geography; Psychology; Geology; Oceanography; Neuroscience","retraction":null,"screen_n_in":null,"score":{"opus":0.03606492601654046,"gpt":0.2513101860007947,"spread":0.2152452599842543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000206162,0.0003122954,0.0002225384,0.0000809784,0.0001557914,0.000052921,0.0002912632,0.000235684,0.008021591],"category_scores_gemma":[0.00003692862,0.0002924534,0.00006915699,0.0001059326,0.0002610838,0.0002606305,0.0006737886,0.0001457441,0.02185643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000957659,"about_ca_system_score_gemma":0.00001812483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001130306,"about_ca_topic_score_gemma":0.00002401299,"domain_scores_codex":[0.9980958,0.0000235351,0.0002296031,0.0005822881,0.0004620691,0.0006067113],"domain_scores_gemma":[0.9993558,0.00003201437,0.00004283823,0.0002966653,0.000005578687,0.0002671258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004667463,0.0001912488,0.0003554095,0.0001384448,0.0000198914,0.00001823028,0.003772973,0.00004669888,0.00001311297,0.01913798,0.940585,0.0356744],"study_design_scores_gemma":[0.0001851974,0.0001508683,0.005716749,0.00004678333,0.00003992216,0.00001232395,0.0004490179,0.0008157958,0.00001536577,0.007291303,0.9843807,0.0008959249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001499995,0.0000142126,0.0007504987,0.0002722369,0.0001425208,0.0005966866,0.00001432124,0.0000842812,0.9979752],"genre_scores_gemma":[0.002603673,0.00004529994,0.01505921,0.003944408,0.0006192941,0.0002827312,0.0001461074,0.00007779169,0.9772215],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04379581,"threshold_uncertainty_score":0.9999527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2048293151","doi":"10.1177/0020715209105140","title":"The Transnational Organization of Production and Uneven Environmental Degradation and Change in the World Economy","year":2009,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Environmental degradation; Economic system; World economy; Sustainable development; Production (economics); Economics; Natural resource; Human capital; Economy; Business; Ecology; Economic growth","retraction":null,"screen_n_in":null,"score":{"opus":0.01988533184927536,"gpt":0.2788135478289551,"spread":0.2589282159796797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003331622,0.00005974329,0.00008573964,0.00005626037,0.00007256642,0.00001338817,0.0001447997,0.0000220507,0.00006905319],"category_scores_gemma":[0.00001640869,0.00003889069,0.00001528878,0.00006161803,0.0003422899,0.0002809356,0.00002351442,0.00009309319,0.000001466711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001287837,"about_ca_system_score_gemma":0.00000745532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006596484,"about_ca_topic_score_gemma":0.00004056355,"domain_scores_codex":[0.9993805,0.0001009528,0.0002300211,0.00007436157,0.000144506,0.00006959996],"domain_scores_gemma":[0.9996459,0.0001062987,0.0001887742,0.000031012,0.00001276604,0.00001522586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001665311,0.0002818505,0.8804876,0.000002760918,0.00009699364,0.000007320645,0.04845422,0.0006580356,0.005228147,0.04662671,0.0009994643,0.01699036],"study_design_scores_gemma":[0.0002457536,0.00006003147,0.985679,0.000003030103,0.000005458865,0.00003739114,0.001829041,0.00008360353,0.0005404823,0.009678728,0.001795728,0.00004174022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827358,0.00008512143,0.00005453068,0.01652285,0.00007312186,0.0001126858,0.000001179945,9.511703e-7,0.0004138113],"genre_scores_gemma":[0.9993001,0.00009819563,0.0001013273,0.0003582214,0.00006429256,0.000003006112,0.000007142276,0.000001794035,0.00006588599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1051914,"threshold_uncertainty_score":0.1585916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2545200052","doi":"10.5751/ce-00024-010204","title":"Uncertainty, Climate Change, and Adaptive Management","year":2009,"lang":"en","type":"article","venue":"Digital Library Of The Commons Repository (Indiana University)","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Climate change; Environmental science; Environmental resource management; Climatology; Computer science; Geology; Oceanography","retraction":null,"screen_n_in":null,"score":{"opus":0.008189014190426952,"gpt":0.1551645667985786,"spread":0.1469755526081516,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001958766,0.0001303111,0.0001102558,0.00007952641,0.000254412,0.00005115486,0.000423729,0.00004023774,0.00004319054],"category_scores_gemma":[0.000001079089,0.0001136589,0.00006800379,0.0003386178,0.0002777139,0.001223775,0.0008532549,0.00007319672,0.00002301507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009481089,"about_ca_system_score_gemma":0.000004890684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002593024,"about_ca_topic_score_gemma":0.000002628827,"domain_scores_codex":[0.9992705,0.00002952453,0.0001055349,0.0002052366,0.0001550661,0.0002341371],"domain_scores_gemma":[0.9995549,0.00001538955,0.0000791346,0.0002506024,0.000001174892,0.0000988047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003676559,0.0004515495,0.887794,0.0000503667,0.0001191167,0.0006682525,0.001351157,0.0005086478,0.0001282096,0.02119645,0.008697434,0.07866722],"study_design_scores_gemma":[0.0004400944,0.0001311698,0.9277268,0.00005455128,0.00003422496,0.00002138262,0.001303562,0.00008614357,0.0006393041,0.001512643,0.06775508,0.0002950165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5764376,0.00002396922,0.000001706167,0.0004918747,0.0000361434,0.0002065321,0.00002204271,0.00003399739,0.4227462],"genre_scores_gemma":[0.9891319,0.0000459374,0.00009464864,0.0001734032,0.00001417657,6.429195e-7,0.000007390419,0.000007719307,0.01052421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4126943,"threshold_uncertainty_score":0.4634875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3193207911","doi":"10.1007/978-3-030-23969-5","title":"Achieving the Sustainable Development Goals Through Sustainable Food Systems","year":2019,"lang":"en","type":"book","venue":"","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":75,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Sustainability; Sustainable development; Food systems; Cover (algebra); Business; Environmental planning; Sustainable agriculture; Process management; Environmental resource management; Environmental economics; Food security; Political science; Engineering; Geography; Economics; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.0107528088193656,"gpt":0.2031295709722333,"spread":0.1923767621528677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001177841,0.001072305,0.0008308709,0.0001386168,0.001320327,0.0005174377,0.001716228,0.0006145526,0.005660351],"category_scores_gemma":[0.00007250325,0.0007747514,0.000237932,0.0004115145,0.0004784543,0.001004566,0.003561335,0.0008149922,0.008173225],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008344651,"about_ca_system_score_gemma":0.0007877953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001061229,"about_ca_topic_score_gemma":0.00003715344,"domain_scores_codex":[0.9937583,0.0001373979,0.0009656939,0.001231194,0.00140768,0.002499734],"domain_scores_gemma":[0.9977126,0.000222352,0.0004940003,0.00130489,0.00004133471,0.0002247914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004457223,0.0001415044,0.001874369,0.001401054,0.0003935372,0.0002843579,0.004826372,0.003380902,0.00001514022,0.1062972,0.8803777,0.0009632651],"study_design_scores_gemma":[0.0004040101,0.0001161073,0.001641685,0.0000758812,0.00006387612,0.00002598503,0.01607658,0.00001744702,0.00004241366,0.002694749,0.9777052,0.001136042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004640091,0.001069573,0.0002804824,0.0003875518,0.0003282923,0.003408209,0.000005201586,0.0002043953,0.9896762],"genre_scores_gemma":[0.01347413,0.000146899,0.0003950324,0.0009597484,0.0002392958,0.0003780064,0.0001402393,0.0002052812,0.9840614],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1036025,"threshold_uncertainty_score":0.9999798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3090096311","doi":"10.3390/jrfm13100234","title":"Adjusted Net Savings of CEE and Baltic Nations in the Context of Sustainable Economic Growth: A Panel Data Analysis","year":2020,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":74,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Panel data; Context (archaeology); Sustainable growth rate; Economics; Sustainable development; Economy; Geography; Political science; Econometrics","retraction":null,"screen_n_in":null,"score":{"opus":0.01419060412769899,"gpt":0.2065617296621177,"spread":0.1923711255344187,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005504206,0.00008414932,0.0002342067,0.0001713547,0.00006954836,0.00001742602,0.0003117842,0.00002589719,0.0000546191],"category_scores_gemma":[0.0001019371,0.00006531563,0.00004209451,0.0004738607,0.0001274021,0.0002619337,0.0004074168,0.00009162601,0.0000016621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000736691,"about_ca_system_score_gemma":0.00001241569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001408375,"about_ca_topic_score_gemma":0.0002859755,"domain_scores_codex":[0.9991086,0.0000483003,0.0003889229,0.0001438679,0.0001629597,0.000147425],"domain_scores_gemma":[0.9994429,0.00006949592,0.0003022437,0.0001287663,0.000006982221,0.00004966133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002154878,0.0001785009,0.9312536,0.0002013465,0.00017921,0.0001079988,0.01353201,0.001854689,0.00002620936,0.008069652,0.003154996,0.04122636],"study_design_scores_gemma":[0.0006547147,0.00009071554,0.9731179,0.000008939144,0.000295019,0.000002457213,0.01615736,0.0006531295,0.0000134573,0.0007875186,0.008142001,0.00007673803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976174,0.0001923875,0.0005883326,0.000595688,0.00001482196,0.0001759086,0.00001837613,0.000001234994,0.0007957976],"genre_scores_gemma":[0.9976376,0.00171441,0.0003830476,0.0001882066,0.00001845548,0.000002153832,0.00000519872,0.000003533927,0.00004744034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04186441,"threshold_uncertainty_score":0.2663494,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980606954","doi":"10.1007/s10393-004-0014-9","title":"EcoHealth: A Transdisciplinary Imperative for a Sustainable Future","year":2004,"lang":"en","type":"article","venue":"EcoHealth","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":74,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Animal ecology; Public health; Environmental planning; Geography; Ecology; Environmental resource management; Environmental science; Biology; Medicine; Nursing","retraction":null,"screen_n_in":null,"score":{"opus":0.007221504229404587,"gpt":0.2547719923595078,"spread":0.2475504881301032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004267704,0.0002562626,0.0002443775,0.00006240816,0.000766788,0.00004040118,0.0002479308,0.0001202806,0.001484906],"category_scores_gemma":[0.00002588746,0.0002382982,0.00009863459,0.0002857611,0.0001356385,0.0004928807,0.0001397613,0.000179062,0.0009506413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002023054,"about_ca_system_score_gemma":0.0001903856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005809102,"about_ca_topic_score_gemma":0.0001817721,"domain_scores_codex":[0.9977801,0.0000351908,0.0003250318,0.0004994955,0.0002371064,0.001123034],"domain_scores_gemma":[0.9992564,0.00003229058,0.00009152521,0.0002568619,0.00001511998,0.0003477652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004687971,0.006427917,0.0483962,0.004921722,0.0003841628,0.00100534,0.2504681,0.03973209,0.002549877,0.2035046,0.3796692,0.05825274],"study_design_scores_gemma":[0.01024729,0.003025804,0.191123,0.00005913448,0.00005119181,0.00007719425,0.05243792,0.0003795688,0.00130911,0.1289707,0.6103269,0.00199223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956518,0.0001400343,0.0008192418,0.01041007,0.0003201001,0.002131413,0.00001940504,0.0001338654,0.02950788],"genre_scores_gemma":[0.9706982,0.0001991109,0.008004199,0.003584567,0.0007133748,0.0005199459,0.00008160665,0.00006947519,0.01612946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2306577,"threshold_uncertainty_score":0.9998272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200507183","doi":"10.1016/j.jclepro.2021.130032","title":"Achieving sustainable development goals: Fact or Fiction?","year":2021,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":70,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Interdependence; Sustainable development; Sanctions; Sustainability; Context (archaeology); Political science; Perspective (graphical); Management science; Process management; Causal loop diagram; Computer science; Economic system; Business; System dynamics; Economics; Geography; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.01330122172539634,"gpt":0.2396816371620432,"spread":0.2263804154366468,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006692743,0.0001486961,0.0001878994,0.00009263039,0.000288084,0.00006236753,0.0001489951,0.00005764687,0.002890446],"category_scores_gemma":[0.0003051371,0.0001180852,0.00006811414,0.0003550942,0.00006793119,0.0008868316,0.0001778409,0.0002146276,0.000121167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000933919,"about_ca_system_score_gemma":0.0001381844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002142924,"about_ca_topic_score_gemma":0.00001240536,"domain_scores_codex":[0.9983507,0.00007557386,0.00049171,0.0002397793,0.0004856781,0.000356561],"domain_scores_gemma":[0.9993504,0.00002131873,0.0002865844,0.0001701208,0.00005318463,0.0001184446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001035394,0.001656275,0.2992423,0.0003266741,0.0003719637,0.002572369,0.01349722,0.06222335,0.06336077,0.0001002953,0.2422525,0.3133609],"study_design_scores_gemma":[0.0004182081,0.00009473258,0.2651638,0.00003269139,0.00002962587,0.0008552052,0.01279544,0.000009987352,0.05390393,0.0001292175,0.6663093,0.000257797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903949,0.00009258084,0.0003058145,0.001340857,0.0004192647,0.0001094001,1.456212e-7,0.00001786662,0.007319114],"genre_scores_gemma":[0.9188682,0.0001337648,0.003855711,0.0001786822,0.0003796322,0.000004496155,0.000003516445,0.00002179521,0.07655419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4240568,"threshold_uncertainty_score":0.9980211,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2790367555","doi":"10.1016/j.ecolind.2018.01.050","title":"A mega-index for the Americas and its underlying sustainable development correlations","year":2018,"lang":"en","type":"article","venue":"Ecological Indicators","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sustainable development; Sustainability; Equity (law); Index (typography); Intergenerational equity; Environmental resource management; Political science; Economics; Computer science; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.02727215587630798,"gpt":0.2762189648348024,"spread":0.2489468089584944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003693307,0.0001554992,0.0001252097,0.00006415136,0.00134336,0.00005189666,0.0002443617,0.00009661183,0.003014738],"category_scores_gemma":[0.0001734615,0.0001043006,0.0000337899,0.0004139592,0.0005218723,0.0001641432,0.0004287356,0.0001169597,0.0002605371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004121324,"about_ca_system_score_gemma":0.00003525327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003511824,"about_ca_topic_score_gemma":0.00002633097,"domain_scores_codex":[0.9986829,0.00003151171,0.0002094523,0.0003223711,0.0001871993,0.0005666157],"domain_scores_gemma":[0.9993582,0.000276455,0.00009195778,0.0001214322,0.000006823498,0.0001451626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001644587,0.000657743,0.8586106,0.00005052655,0.0002090613,0.00005168351,0.009639001,0.0006978129,0.0003347405,0.01781098,0.02950584,0.08226755],"study_design_scores_gemma":[0.0002689701,0.0001147131,0.8259579,0.000001647301,0.00001322809,0.000004322425,0.002991378,0.001092457,0.0001865688,0.001155205,0.1680275,0.0001860709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871908,0.00005130548,0.001950449,0.001028495,0.00008047098,0.0007779277,0.000001057924,0.00005441056,0.008865047],"genre_scores_gemma":[0.9906337,0.00001647972,0.0007587142,0.0008576553,0.00004454165,0.0002572093,0.000004234858,0.00001271587,0.007414811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1385217,"threshold_uncertainty_score":0.9999567,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902465582","doi":"10.3390/su11020462","title":"Defining and Quantifying National-Level Targets, Indicators and Benchmarks for Management of Natural Resources to Achieve the Sustainable Development Goals","year":2019,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"United Nations University Institute for Water, Environment, and Health","funders":"Consortium of International Agricultural Research Centers","keywords":"Sustainable development; Sustainability; Context (archaeology); Business; Dissemination; Government (linguistics); Environmental resource management; Natural resource; Environmental planning; Political science; Economic growth; Economics; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.008863846093770415,"gpt":0.2518445553425104,"spread":0.24298070924874,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001661782,0.0002270424,0.0002272514,0.0001276615,0.0004414614,0.00005727569,0.0002765272,0.00006769595,0.0001296047],"category_scores_gemma":[0.0002169218,0.0001786873,0.00004260413,0.0004290689,0.0002872209,0.0002489411,0.001088679,0.0001253032,0.000008246042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001222464,"about_ca_system_score_gemma":0.00007929745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002261907,"about_ca_topic_score_gemma":0.0000239421,"domain_scores_codex":[0.9979579,0.00006439562,0.0003704812,0.0005326434,0.0004595864,0.0006149233],"domain_scores_gemma":[0.9992471,0.0002106845,0.0001302637,0.0002358379,0.00005426436,0.0001218929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004195479,0.0001503194,0.8915008,0.00179481,0.000131675,0.000009015062,0.0169984,0.0008526901,0.00007933667,0.03301249,0.001418053,0.0536329],"study_design_scores_gemma":[0.0004633552,0.00007835369,0.9246944,0.0000190527,0.00001453886,0.000001839403,0.03597105,0.00007917211,0.000293208,0.007035934,0.03108492,0.0002642475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938285,0.0002638096,0.00008963128,0.001250268,0.00003919411,0.001898608,0.000005935182,0.00001557563,0.002608498],"genre_scores_gemma":[0.9916243,0.00001668431,0.004492802,0.0002236445,0.000007850423,0.0001983909,0.00001909495,0.00001676428,0.003400477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05336865,"threshold_uncertainty_score":0.7286658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036431127","doi":"10.1145/2209249.2209261","title":"An information strategy for environmental sustainability","year":2012,"lang":"en","type":"article","venue":"Communications of the ACM","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; Université Laval","funders":"","keywords":"Sustainability; Computer science; Business; Environmental resource management; Risk analysis (engineering); Environmental science","retraction":null,"screen_n_in":null,"score":{"opus":0.02558741293536286,"gpt":0.2899984766593972,"spread":0.2644110637240343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0003613647,0.00007966899,0.00006872109,0.00001878056,0.0002465067,0.00001289279,0.006978124,0.00004039673,0.0001781557],"category_scores_gemma":[0.0007512098,0.00006337761,0.00005294343,0.00009961619,0.0004142657,0.001088324,0.006594789,0.00006862704,0.00005194027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000382138,"about_ca_system_score_gemma":0.00001301079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000964801,"about_ca_topic_score_gemma":0.000008521863,"domain_scores_codex":[0.9993136,0.00007100299,0.0002026711,0.00006371125,0.0001290376,0.0002199703],"domain_scores_gemma":[0.9907408,0.00007118341,0.0001110447,0.009008823,0.000004477379,0.00006371321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003683462,0.0008544906,0.9099429,0.00003370722,0.00002265506,1.179569e-8,0.005026071,0.0019616,0.002755838,0.003479842,0.01361057,0.06227552],"study_design_scores_gemma":[0.0002237439,0.00003488097,0.9041996,0.00000185465,0.00001602996,0.000001224916,0.003808217,0.0003574443,0.001721324,0.02475348,0.06475633,0.0001258915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872293,0.00007198452,0.0001122147,0.00502256,0.00005073504,0.0007750526,0.00002832841,0.00002169948,0.006688079],"genre_scores_gemma":[0.9896179,0.00002232917,0.009827847,0.0001594148,0.00001048915,0.00008948254,0.00005517386,0.000005982848,0.0002113341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06214963,"threshold_uncertainty_score":0.9983946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082901762","doi":"10.1006/jeem.1998.1136","title":"Deforestation and Development in a Small Open Economy","year":2001,"lang":"en","type":"article","venue":"Journal of Environmental Economics and Management","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Queen's University","funders":"","keywords":"Clearing; Clearance; Endowment; Economics; Agriculture; Deforestation (computer science); Profit (economics); Natural resource economics; Small open economy; Agricultural land; Agricultural economics; Geography; Microeconomics; Monetary economics; Finance","retraction":null,"screen_n_in":null,"score":{"opus":0.0106226953571791,"gpt":0.1922263281065469,"spread":0.1816036327493677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003563244,0.0001442863,0.0001830745,0.000102983,0.00007984246,0.00008372719,0.000203039,0.00003369235,0.0003115954],"category_scores_gemma":[0.000001435729,0.0001430373,0.00001925088,0.00003547607,0.00009786148,0.0004887336,0.0007410127,0.00006934602,0.00003212969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005190489,"about_ca_system_score_gemma":0.000006651921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005568349,"about_ca_topic_score_gemma":0.0002224765,"domain_scores_codex":[0.9990932,0.00001651774,0.0004291527,0.0002114414,0.00003335534,0.0002163118],"domain_scores_gemma":[0.99958,0.00001226143,0.0001975583,0.00008576422,5.464835e-7,0.0001238508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002058545,0.0004264905,0.5084048,0.00003439965,0.0001083921,0.0001843338,0.001523319,0.002969342,0.00008025966,0.002889402,0.0003056358,0.4828678],"study_design_scores_gemma":[0.001671007,0.00008519708,0.7336758,0.00001460255,0.00001294718,0.00009490627,0.001543031,0.0002214916,0.00005704078,0.00390566,0.2584858,0.000232531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98554,0.00008770182,0.00007190107,0.0002788989,0.00003305241,0.0002930231,7.206178e-7,0.000001640964,0.01369309],"genre_scores_gemma":[0.9840461,0.008054634,0.006475919,0.0005050023,0.00001555831,0.00001867493,0.000003862254,0.00001498665,0.0008652871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4826353,"threshold_uncertainty_score":0.5832893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2329861728","doi":"10.1016/j.habitatint.2016.03.005","title":"Assessing sustainable development across Moldova using household and property composition indicators","year":2016,"lang":"en","type":"article","venue":"Habitat International","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":65,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sustainable development; Metric (unit); Index (typography); Sustainability; Weighting; Composite index; Spearman's rank correlation coefficient; Environmental economics; Environmental resource management; Geography; Regional science; Econometrics; Statistics; Computer science; Economics; Mathematics; Composite indicator; Operations management","retraction":null,"screen_n_in":null,"score":{"opus":0.02614556374628537,"gpt":0.2689511345381588,"spread":0.2428055707918734,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002584645,0.000153084,0.00009672115,0.00007988541,0.0003220091,0.0001542208,0.0001871554,0.00005602629,0.0004881864],"category_scores_gemma":[0.00002478549,0.00009831192,0.00002411044,0.0001349013,0.0002284572,0.001174171,0.0005152312,0.00006080945,0.00008575969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171616,"about_ca_system_score_gemma":0.00002862633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001373185,"about_ca_topic_score_gemma":0.000009697083,"domain_scores_codex":[0.9986535,0.00002572571,0.0002212995,0.0003140995,0.0003752116,0.0004101717],"domain_scores_gemma":[0.9996682,0.00002995357,0.00008840505,0.00009775139,0.000008568973,0.0001071103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003415773,0.0001391133,0.9103929,0.00001765684,0.00004335993,0.00007308396,0.001397189,0.0002021444,0.0290535,0.0002861476,0.001006869,0.05735391],"study_design_scores_gemma":[0.0007846293,0.00001747112,0.9536197,0.00005084537,0.000005969289,0.00005051865,0.001887328,0.0002222069,0.01098829,0.0003833341,0.03162437,0.0003653564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992779,0.000009053645,0.001822729,0.0005000187,0.0001003571,0.0001553457,0.000003873667,0.00004337976,0.004586232],"genre_scores_gemma":[0.9906563,0.000007769698,0.004980984,0.000263004,0.00004236622,0.00002102611,0.0000105031,0.00002046229,0.003997551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05698855,"threshold_uncertainty_score":0.5345299,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2093673379","doi":"10.1002/sd.376","title":"Towards a new index for environmental sustainability based on a DALY weighting approach","year":2008,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Weighting; Normalization (sociology); Sustainability; Environmental Sustainability Index; Composite indicator; Index (typography); Rank (graph theory); Environmental economics; Composite index; Environmental resource management; Computer science; Econometrics; Environmental science; Economics; Mathematics; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.01108018642604486,"gpt":0.2127529085786958,"spread":0.2016727221526509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008247881,0.0007093851,0.0004978454,0.0002869045,0.001450827,0.00007792669,0.0006898707,0.0002457588,0.001338538],"category_scores_gemma":[0.0002280262,0.0006940625,0.0002063538,0.0006436613,0.0004272712,0.0004893802,0.0006670011,0.0003192033,0.0001990097],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007772167,"about_ca_system_score_gemma":0.001140871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004914493,"about_ca_topic_score_gemma":0.000007708511,"domain_scores_codex":[0.9947987,0.00009157891,0.0007243879,0.001276905,0.001093526,0.002014857],"domain_scores_gemma":[0.9983667,0.0001014769,0.000213537,0.0006708833,0.00002673823,0.0006207054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003076836,0.005922494,0.528899,0.001209653,0.0003155308,0.001234417,0.02381547,0.07252831,0.0002786163,0.002543371,0.08586701,0.2743093],"study_design_scores_gemma":[0.0051078,0.0004068631,0.4695468,0.00002062316,0.00003458506,0.0000483767,0.01515963,0.01199995,0.002756074,0.003022267,0.489848,0.002049104],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8182549,0.0001012929,0.06654836,0.00153822,0.0001928259,0.005745538,0.00001331819,0.0004266243,0.1071789],"genre_scores_gemma":[0.9019375,0.000008493975,0.02558081,0.001095112,0.0001088431,0.0007973999,0.0001562257,0.0001018313,0.0702138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4039809,"threshold_uncertainty_score":0.9998491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123690194","doi":"10.1111/j.1365-2966.2007.00427.x","title":"Savings growth and the path of utility","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Economics; Consumption (sociology); Path (computing); Constant (computer programming); Externality; Growth model; Microeconomics; Mathematical economics; Extension (predicate logic); Yield (engineering); Simple (philosophy); Welfare; Econometrics; Computer science; Market economy","retraction":null,"screen_n_in":null,"score":{"opus":0.03863006842712256,"gpt":0.1610984567246206,"spread":0.1224683882974981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001425346,0.000158122,0.0003332229,0.0001525671,0.0001446209,0.00003149145,0.0003726038,0.00008548286,0.0005075805],"category_scores_gemma":[0.0001737173,0.0001411319,0.0001036378,0.00009574238,0.0008819372,0.0002800906,0.00005460237,0.0001886542,0.000008855174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009302096,"about_ca_system_score_gemma":0.000266991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2941951,"about_ca_topic_score_gemma":0.8723245,"domain_scores_codex":[0.9986447,0.00003543002,0.0006046923,0.0001825441,0.00000398149,0.0005286683],"domain_scores_gemma":[0.9983546,0.0001572684,0.0003892086,0.0001911729,0.00001391275,0.0008938438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004740148,0.00002741849,0.7129266,0.00006912946,0.0001658512,0.0001992521,0.01041013,0.000587302,0.0001264938,0.2459373,0.001278825,0.02779769],"study_design_scores_gemma":[0.003435792,0.0002916771,0.5555715,0.00006273109,0.0000845329,0.0007315741,0.005189256,0.0005661327,0.001298885,0.4095187,0.02254678,0.0007024299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991595,0.00008827291,0.00003220547,0.001249806,0.0002155585,0.0001570128,0.00001451722,0.00000156015,0.006646072],"genre_scores_gemma":[0.998704,0.00008416629,0.000295533,0.0005711555,0.00009348279,0.000002092911,0.000001652421,0.00001635732,0.0002315347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5781294,"threshold_uncertainty_score":0.7105049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2997093503","doi":"10.4324/9780429439896","title":"Sustainable Food System Assessment","year":2019,"lang":"en","type":"book","venue":"","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Global Water Futures; Department of Agriculture, Forestry and Fisheries; Royal Society; Royal Society of Canada; Wilfrid Laurier University; Canada First Research Excellence Fund; National Aeronautics and Space Administration; Smithsonian Institution","keywords":"Business; Environmental planning; Environmental science","retraction":null,"screen_n_in":null,"score":{"opus":0.00641200847370907,"gpt":0.2055216187047191,"spread":0.19910961023101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003211035,0.000535378,0.0004754509,0.0001087277,0.0002016442,0.00009619755,0.0005754976,0.0003944027,0.01549624],"category_scores_gemma":[0.000005434076,0.000491723,0.0001720643,0.0001237101,0.000156935,0.0002876149,0.001268401,0.0003903644,0.01461617],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01006566,"about_ca_system_score_gemma":0.0002587338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002307797,"about_ca_topic_score_gemma":0.00001783434,"domain_scores_codex":[0.997081,0.00003641564,0.0004057944,0.0007453988,0.000794937,0.0009364552],"domain_scores_gemma":[0.9988613,0.00004271028,0.0001977911,0.0006901015,0.000007815526,0.0002002673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008612607,0.00005246216,0.002006867,0.0005915542,0.0001013071,0.0001196387,0.0001362387,0.0003208472,0.000008970898,0.09164377,0.9038551,0.001154669],"study_design_scores_gemma":[0.0003740886,0.0001699229,0.002674947,0.0000485508,0.00004825586,0.00001720284,0.001797269,0.00009793779,0.00001796106,0.002124813,0.991865,0.0007639896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000726874,0.00004236342,0.0001071697,0.00008205837,0.0002306179,0.001050057,0.000009047835,0.0001989531,0.9975529],"genre_scores_gemma":[0.01349126,0.00001756339,0.0005896178,0.0003261565,0.0001266217,0.0000760575,0.0001386531,0.00010614,0.9851279],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08951896,"threshold_uncertainty_score":0.9997534,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2634542114","doi":"10.4324/9780203785300.ch18","title":"Ecological Economics and Sustainable Development: Building a sustainable and desirable economy-in-society-in-nature","year":2015,"lang":"en","type":"book-chapter","venue":"View","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Externality; Economics; Sustainable development; Ecological economics; Economy; Natural capital; Goods and services; Mainstream; Context (archaeology); Economic system; Green economy; Gross domestic product; Capital (architecture); Capital good; Sustainability; Economic growth; Ecosystem services; Ecology; Microeconomics; Political science; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.01373279602094231,"gpt":0.2171360336348049,"spread":0.2034032376138625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001184724,0.0005891086,0.0007054567,0.0001874943,0.0002480778,0.0001457381,0.0003017923,0.0007877595,0.0008889883],"category_scores_gemma":[0.00003420966,0.0006075858,0.00007144639,0.0001174229,0.0003343421,0.0006131629,0.001550661,0.0007284595,0.00009896312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003624481,"about_ca_system_score_gemma":0.0002073872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000228432,"about_ca_topic_score_gemma":0.0001365181,"domain_scores_codex":[0.9970275,0.00002950645,0.0005747094,0.0009617071,0.0001479826,0.001258583],"domain_scores_gemma":[0.9991554,0.00007586036,0.0001888352,0.0002705829,0.00001346208,0.0002958614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001887121,0.0004071249,0.03466913,0.003582501,0.0002535855,0.003439497,0.005144091,0.00246668,0.000009123495,0.8722025,0.02374952,0.05388752],"study_design_scores_gemma":[0.0007142347,0.00004975033,0.007789095,0.00008469018,0.00001891398,0.00002918067,0.001447466,0.00009763685,0.00001023335,0.07414788,0.9148479,0.0007630368],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1128779,0.0107999,0.000007854948,0.0005008037,0.00005547831,0.001646004,0.000003317605,0.00005330012,0.8740555],"genre_scores_gemma":[0.08496149,0.01391426,0.003382457,0.001305083,0.00007899659,0.0001628173,0.00004545933,0.0001497294,0.8959997],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8910984,"threshold_uncertainty_score":0.9996375,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2810013445","doi":"10.1016/j.ecolecon.2018.06.012","title":"A Quantitative Approach for Assessing Sustainability Performance of Corporations","year":2018,"lang":"en","type":"article","venue":"Ecological Economics","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sustainability; Probabilistic logic; Focus (optics); Sustainability organizations; Measure (data warehouse); Environmental economics; Computer science; Economics; Business; Environmental resource management; Management science; Econometrics; Data mining; Artificial intelligence; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.0309769053503057,"gpt":0.2689050920034535,"spread":0.2379281866531478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003363636,0.00009400609,0.000152654,0.00002152998,0.0001979872,0.00001977557,0.000147928,0.0000684111,0.0005591435],"category_scores_gemma":[0.0001314536,0.00008494585,0.00004571872,0.00008753803,0.0006444087,0.0003068449,0.0001481223,0.00004664694,0.0000385374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005319485,"about_ca_system_score_gemma":0.00003693542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002089954,"about_ca_topic_score_gemma":0.0000124715,"domain_scores_codex":[0.9992163,0.00002189848,0.0002405595,0.0002431439,0.00003647257,0.0002416751],"domain_scores_gemma":[0.999581,0.00009217072,0.000132481,0.0001253512,0.00001546392,0.00005352546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002990784,0.001018834,0.9219313,0.00009713232,0.00003999051,6.574956e-7,0.001118136,0.0317091,0.0004969599,0.02836873,0.001707469,0.01321263],"study_design_scores_gemma":[0.000420676,0.0007522842,0.8709787,0.000001269424,0.00001069949,0.000001566054,0.001957564,0.1088811,0.0008249885,0.01362942,0.002307393,0.0002344067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765911,0.00000145227,0.004202757,0.00009889915,0.00003962306,0.0003916868,0.000004826658,0.0000144927,0.01865515],"genre_scores_gemma":[0.9662845,0.000005515557,0.03306257,0.000129654,0.00002690301,0.00007359965,0.00001681315,0.000006495438,0.0003939345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07717197,"threshold_uncertainty_score":0.6122229,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2108868494","doi":"10.1016/j.jclepro.2008.06.006","title":"Development of a sustainability policy model for promoting cleaner production: a knowledge integration approach","year":2008,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Sustainability; Stewardship (theology); Industrial ecology; Sustainability science; Sustainability organizations; Sustainable development; Politics; Management science; Engineering ethics; Knowledge management; Economics; Engineering; Political science; Ecology; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.02846803537868145,"gpt":0.2702877093702927,"spread":0.2418196739916113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001421363,0.0002180708,0.0003103343,0.0002384724,0.0003540789,0.00001367417,0.0002140676,0.00009063385,0.0000232838],"category_scores_gemma":[0.0007351186,0.0001839137,0.0001298209,0.0004578021,0.0002814688,0.0007991645,0.000113858,0.0002154891,0.000005976919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001640697,"about_ca_system_score_gemma":0.0004091641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002141262,"about_ca_topic_score_gemma":0.00001459422,"domain_scores_codex":[0.9978198,0.00006967018,0.0009195036,0.0003780503,0.0004564754,0.0003565192],"domain_scores_gemma":[0.9987792,0.00001501333,0.0006571546,0.0002401164,0.0001948469,0.0001136275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001251493,0.003764622,0.01295954,0.0009184087,0.0001670568,0.000006239296,0.1651895,0.3518374,0.05265928,0.0001955214,0.01456521,0.3964857],"study_design_scores_gemma":[0.005127186,0.001366526,0.1590161,0.0003426556,0.000310511,0.002709459,0.04725639,0.1290216,0.5442736,0.01252516,0.09538779,0.002662999],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822614,0.00002907272,0.0146345,0.0009328735,0.0001755269,0.0008461205,5.078166e-7,0.00002079546,0.001099262],"genre_scores_gemma":[0.9527984,0.00002195107,0.04147238,0.00002193933,0.0005735158,0.0000485274,0.000006878916,0.00002808096,0.005028275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4916143,"threshold_uncertainty_score":0.7499782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}