{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":103,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":103,"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":"8f08ab984737","filters":{"venue":"Sustainable Development"}},"results":[{"id":"W2006560970","doi":"10.1002/sd.384","title":"Sustainable tourism development: how do destination stakeholders perceive sustainable urban tourism?","year":2008,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":249,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Tourism; Sustainability; Sustainable tourism; Sustainable development; Business; Destinations; Ecotourism; Tourism geography; Government (linguistics); Triple bottom line; Environmental planning; Marketing; Geography; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.04164034078914919,"gpt":0.2764820475272691,"spread":0.2348417067381199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004648729,0.0007836416,0.0007160918,0.00159703,0.009737465,0.001404535,0.001733949,0.0004967631,0.001114366],"category_scores_gemma":[0.002825429,0.0008714747,0.0001895834,0.002726048,0.0009920389,0.003285908,0.001165712,0.0008432713,0.0002981615],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008241467,"about_ca_system_score_gemma":0.01541403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006313524,"about_ca_topic_score_gemma":0.0002113718,"domain_scores_codex":[0.9883742,0.00062613,0.0008046374,0.001398883,0.003312244,0.005483861],"domain_scores_gemma":[0.9929354,0.0003254138,0.0004037936,0.000754312,0.004434153,0.001146926],"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":[0.0002861694,0.001136095,0.01238158,0.001292977,0.0004345873,0.08773449,0.2760935,0.0001944789,0.00002558775,0.1892852,0.4230933,0.008042086],"study_design_scores_gemma":[0.0009214181,0.00006875423,0.008354864,0.00003718481,0.00001702801,0.00001624253,0.4410278,0.000006383937,0.0005036538,0.001839104,0.5463872,0.000820389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7244009,0.001036657,0.001170082,0.006675496,0.0003361914,0.004701252,0.000003000664,0.0009486896,0.2607277],"genre_scores_gemma":[0.536239,0.000131254,0.004686642,0.0001181865,0.0002883669,0.0003210037,0.00003605269,0.00008047342,0.4580991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1973713,"threshold_uncertainty_score":0.9997988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3087176812","doi":"10.1002/sd.2132","title":"Does fiscal decentralization and <scp>eco‐innovation</scp> promote sustainable environment? A case study of selected fiscally decentralized countries","year":2020,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":235,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Decentralization; Panel data; Economics; Renewable energy; Gross domestic product; Business; Econometric model; Macroeconomics; Econometrics; Market economy; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.01377658523600953,"gpt":0.2012674989356763,"spread":0.1874909136996668,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005991049,0.0003351921,0.0006266427,0.000350003,0.0004294414,0.0001833,0.000215106,0.0001479372,0.0001132662],"category_scores_gemma":[0.0005871701,0.0003167148,0.00003953802,0.000903815,0.00009911783,0.0005575091,0.0002649136,0.0001712097,0.00003316277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000419251,"about_ca_system_score_gemma":0.0001774605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004057156,"about_ca_topic_score_gemma":0.00002991599,"domain_scores_codex":[0.9968914,0.00004576179,0.001331268,0.0006972293,0.00009650864,0.0009377911],"domain_scores_gemma":[0.9987062,0.00007961824,0.0005840549,0.0002348283,0.0001812114,0.0002141043],"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":[0.0001781191,0.001415285,0.6536717,0.00245422,0.0007657949,0.002144224,0.1113325,0.0005550176,0.00003008823,0.2206854,0.006212268,0.0005553464],"study_design_scores_gemma":[0.01297071,0.001397749,0.1852353,0.00004787401,0.0001150699,0.0001859971,0.2260257,0.004593233,0.003322425,0.04962877,0.5151671,0.001310113],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941696,0.0002706089,0.001679093,0.0008804789,0.00005719574,0.00157106,0.00002667593,0.00006955487,0.001275758],"genre_scores_gemma":[0.9959617,0.00006999611,0.0007931062,0.0003289208,0.00004608152,0.0001373895,0.00005507733,0.00004582798,0.002561889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5089548,"threshold_uncertainty_score":0.9999285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3046592309","doi":"10.1002/sd.2107","title":"Sustainable development goal interactions: An analysis based on the five pillars of the 2030 agenda","year":2020,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":182,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Prosperity; General partnership; Sustainable development; Sustainability; Order (exchange); Coherence (philosophical gambling strategy); Political science; Process management; Computer science; Business; Biology; Ecology; Finance","retraction":null,"screen_n_in":null,"score":{"opus":0.01859925783304823,"gpt":0.2369425828749082,"spread":0.21834332504186,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000992242,0.0003318799,0.0003322174,0.00009451798,0.001044917,0.0001017185,0.0009901174,0.00007782829,0.002933195],"category_scores_gemma":[0.0006043978,0.0002188637,0.0001735035,0.002425503,0.0002781641,0.0003578782,0.000806459,0.0002972648,0.00007501034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002561604,"about_ca_system_score_gemma":0.0006216745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006607173,"about_ca_topic_score_gemma":0.0004299177,"domain_scores_codex":[0.9967117,0.0002608169,0.0005615327,0.0006502561,0.0009158111,0.0008999383],"domain_scores_gemma":[0.9984325,0.0001900502,0.0003256018,0.0006822202,0.0001852033,0.0001844459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001361364,0.002601004,0.1826535,0.001592075,0.001283904,0.000689428,0.4167872,0.3447218,0.0004567185,0.008689966,0.03105892,0.008104127],"study_design_scores_gemma":[0.0005449308,0.0001484518,0.2096369,0.00002987816,0.0001392062,0.000001578305,0.4546769,0.007258032,0.008742067,0.000324508,0.3179018,0.0005957577],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986691,0.00003361455,0.0005366508,0.006308259,0.00006303229,0.001097124,0.000006112933,0.00005358117,0.00521061],"genre_scores_gemma":[0.9837231,0.00000602584,0.0007415047,0.003305057,0.00002259879,0.0002547928,0.00002230809,0.00002522805,0.01189935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3374638,"threshold_uncertainty_score":0.9979783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038737329","doi":"10.1002/sd.457","title":"Sustainability, self‐identity and the sociology of consumption","year":2010,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":154,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"","keywords":"Framing (construction); Sociology; Commodification; Sustainability; Consumption (sociology); Sustainable consumption; Environmental ethics; Identity (music); Everyday life; Environmental sociology; Social science; Epistemology; Economics; Aesthetics; Ecology; Economy","retraction":null,"screen_n_in":null,"score":{"opus":0.01046539388642588,"gpt":0.3012793462476511,"spread":0.2908139523612252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001971469,0.00007387263,0.0001449721,0.00002911782,0.001027466,0.0000456292,0.0001898075,0.0001217165,0.00008068129],"category_scores_gemma":[0.0007012229,0.00005156796,0.00003595867,0.0001349933,0.002090339,0.0002139354,0.0001413729,0.000170971,0.000004542327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002101087,"about_ca_system_score_gemma":0.0007923031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001813086,"about_ca_topic_score_gemma":0.002593886,"domain_scores_codex":[0.9989403,0.0001892443,0.0001870184,0.0001364968,0.0002189752,0.0003279903],"domain_scores_gemma":[0.999029,0.0001671376,0.0000903337,0.0000881864,0.0005670498,0.00005829654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001783177,0.00002507543,0.01745329,0.00006958756,0.0000187784,0.000002337968,0.1230711,3.583746e-7,0.000008412921,0.8578595,0.00008790399,0.001385847],"study_design_scores_gemma":[0.0009192558,0.00001258931,0.21787,0.000003675032,0.00002688108,0.000001468535,0.3136179,0.00001392674,0.00003938303,0.3747308,0.09257731,0.0001867672],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927421,0.00009051539,0.00006165238,0.003552444,0.0001716091,0.0004875916,4.00239e-7,0.00004489524,0.002848779],"genre_scores_gemma":[0.9950173,0.00008229772,0.0004172571,0.00008228148,0.00005177243,0.00004336278,0.000002407628,0.000003575625,0.004299687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4831287,"threshold_uncertainty_score":0.7902544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2126524877","doi":"10.1002/sd.1543","title":"Corporate Social Responsibility of the Financial Sector – Strengths, Weaknesses and the Impact on Sustainable Development","year":2012,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":143,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Business Development Bank of Canada; University of Waterloo","funders":"","keywords":"Corporate social responsibility; Business; Sustainability; Stakeholder; Business ethics; Corporate governance; Social responsibility; Sustainable development; Accounting; Product (mathematics); Business sector; Finance; Public relations; Economics; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.01902249203565526,"gpt":0.2519662715279002,"spread":0.232943779492245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006835734,0.0004435597,0.0005676942,0.0002633859,0.002010761,0.000295371,0.0004512151,0.0001595316,0.0001125765],"category_scores_gemma":[0.005771976,0.0002629796,0.0001798816,0.00159339,0.0004922086,0.0008646587,0.001138698,0.0003634565,0.00001788095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000945239,"about_ca_system_score_gemma":0.002636008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007706815,"about_ca_topic_score_gemma":0.0001144014,"domain_scores_codex":[0.9962996,0.000210247,0.0009895738,0.000449975,0.0007716529,0.001278984],"domain_scores_gemma":[0.9963926,0.0004464335,0.00148658,0.0004648497,0.00115892,0.00005063476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01116312,0.001606097,0.4822918,0.003896556,0.000467236,0.0001638874,0.03258829,0.0002294836,0.0002277053,0.4179611,0.005515471,0.04388927],"study_design_scores_gemma":[0.00159144,0.00001502922,0.9070578,0.00004893081,0.00005449554,0.000003699327,0.02505538,0.00004994957,0.001158878,0.01335787,0.05109508,0.0005114556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931693,0.0001675588,0.0000478835,0.0006409073,0.0002310041,0.00152298,0.000001289391,0.00007320517,0.004145845],"genre_scores_gemma":[0.9935189,0.000002293474,0.0001251968,0.0002794234,0.0004269406,0.000135804,0.00001183526,0.00004061969,0.005458953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.424766,"threshold_uncertainty_score":0.9999822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2909713681","doi":"10.1002/sd.1918","title":"Technological innovation to achieve sustainable development—Renewable energy technologies diffusion in developing countries","year":2019,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":143,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Renewable energy; Developing country; Industrial organization; Business; Variety (cybernetics); Economics; Poverty; Disruptive innovation; Sustainable development; Investment (military); Environmental economics; Economic system; Economic growth; Natural resource economics; Marketing; Politics; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.00924171277837442,"gpt":0.2437426814582238,"spread":0.2345009686798494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002182372,0.0006951163,0.000765814,0.002849152,0.0008201013,0.0003080334,0.001237823,0.0007563665,0.0002460013],"category_scores_gemma":[0.001183229,0.0006601928,0.00006131579,0.007540688,0.0002847187,0.0007144847,0.002513774,0.0005148326,0.0002281864],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006174041,"about_ca_system_score_gemma":0.003801376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003604271,"about_ca_topic_score_gemma":0.001322932,"domain_scores_codex":[0.9930522,0.0001756745,0.001318208,0.001318692,0.001060547,0.003074679],"domain_scores_gemma":[0.9968668,0.0001799232,0.0001973629,0.0008520613,0.001755313,0.0001485898],"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":[0.0004758697,0.0002330322,0.007719769,0.000671767,0.0000578265,0.0005783438,0.001551653,0.006910162,0.0001292794,0.9299681,0.0005577678,0.05114646],"study_design_scores_gemma":[0.0009511387,0.0001391008,0.003684936,0.0001190563,0.000003404084,0.00001130896,0.05533655,0.0000900768,0.01914141,0.0530655,0.8665056,0.0009519358],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9398631,0.0003270568,0.01623411,0.005721447,0.0001508594,0.001746288,0.000001162808,0.001373194,0.03458282],"genre_scores_gemma":[0.9051985,0.00009308875,0.01113055,0.0007194167,0.00001740262,0.001031184,0.00008257941,0.0000723781,0.08165491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8769026,"threshold_uncertainty_score":0.9995849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1963427992","doi":"10.1002/sd.1562","title":"The Primacy of Climate Change for Sustainable International Tourism","year":2013,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":142,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Tourism; Sustainability; Climate change; Sustainable development; Sustainable tourism; Tourism geography; Ecotourism; Business; Natural resource economics; Political science; Economics; Environmental resource management","retraction":null,"screen_n_in":null,"score":{"opus":0.02124461610259243,"gpt":0.3179086788809579,"spread":0.2966640627783654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002132525,0.0001157866,0.0001388187,0.0001701027,0.001636777,0.0004131446,0.00084491,0.00006725352,0.0003907824],"category_scores_gemma":[0.0009909511,0.00009298979,0.00006407335,0.00029666,0.0002470674,0.0008385848,0.0005057623,0.0001005328,0.00006683588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007056164,"about_ca_system_score_gemma":0.0009476061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005623434,"about_ca_topic_score_gemma":0.0001179085,"domain_scores_codex":[0.9974234,0.00007939047,0.000281036,0.0002222542,0.0007258258,0.001268132],"domain_scores_gemma":[0.9971706,0.000269681,0.0001376656,0.0001956707,0.00208529,0.0001411412],"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":[0.00006808485,0.0001337719,0.001324288,0.0002275001,0.00009070298,0.00012707,0.01509585,0.000003051065,0.000006686481,0.8642156,0.04708371,0.07162369],"study_design_scores_gemma":[0.0003472211,0.00002776987,0.004584215,0.00001236607,0.000004016036,2.247799e-7,0.1824238,0.00001864808,0.0002401156,0.02153205,0.7906789,0.0001306836],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1589109,0.0006700664,0.0003231111,0.04561446,0.0007417705,0.009777011,0.000005469212,0.0001922172,0.783765],"genre_scores_gemma":[0.7800463,0.0007508718,0.003088267,0.0001894766,0.0004874339,0.00221797,0.00001272775,0.00003100193,0.2131759],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8426836,"threshold_uncertainty_score":0.9996629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2117536575","doi":"10.1002/sd.161","title":"Shell, Nigeria and the Ogoni. A study in unsustainable development: I. The story of Shell, Nigeria and the Ogoni people – environment, economy, relationships: conflict and prospects for resolution1","year":2001,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","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":"Underdevelopment; Corporation; Economic growth; Sustainable development; Government (linguistics); Political science; Business; Development economics; Economy; Economics; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.01827639577285877,"gpt":0.2023622273256723,"spread":0.1840858315528136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007408803,0.0003749577,0.0007713452,0.0002942941,0.001726381,0.0002826898,0.0003822324,0.000129399,0.00005640355],"category_scores_gemma":[0.0004290322,0.0002590831,0.00006401305,0.0003150343,0.0005184052,0.000320985,0.0005130061,0.0004231036,0.00001224152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007455178,"about_ca_system_score_gemma":0.0003096372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003135947,"about_ca_topic_score_gemma":0.0005178328,"domain_scores_codex":[0.9969817,0.0001894257,0.001224536,0.0007230561,0.00008706012,0.0007941905],"domain_scores_gemma":[0.9979806,0.0008083905,0.0005897488,0.0004298891,0.00007513778,0.0001162109],"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":[0.002070641,0.0003483164,0.5972102,0.0005953459,0.000625162,0.00002117794,0.1797441,0.0004341505,0.000001310892,0.2142126,0.001205314,0.003531656],"study_design_scores_gemma":[0.008870546,0.00007697367,0.3709981,0.0000267916,0.00002032931,0.00001561053,0.0789076,0.0006511366,0.00001288064,0.01512104,0.5248046,0.0004944038],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974492,0.01395196,0.0002753632,0.003237197,0.00009668749,0.004789453,0.000006778561,0.00002007046,0.003130479],"genre_scores_gemma":[0.9833648,0.001716498,0.0006706275,0.0002062268,0.0000339531,0.001290002,0.00001414113,0.00003868514,0.01266506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5235993,"threshold_uncertainty_score":0.9999861,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2146244301","doi":"10.1002/sd.452","title":"Strategic thinking for sustainable development","year":2010,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":128,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Emergent BioSolutions (Canada)","funders":"","keywords":"Reductionism; Sustainable development; Argument (complex analysis); Context (archaeology); Relevance (law); Strategic thinking; Dimension (graph theory); Sociology; Epistemology; Process (computing); Work (physics); Systems thinking; Management science; Engineering ethics; Strategic planning; Political science; Computer science; Management; Economics; Engineering; Law; Philosophy; Chemistry; Artificial intelligence; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.01446817535870784,"gpt":0.2248971014745501,"spread":0.2104289261158423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002416334,0.0004518995,0.0003764126,0.0007352773,0.002007367,0.001245972,0.0006342888,0.0002175407,0.0008270325],"category_scores_gemma":[0.0001854871,0.0004600758,0.00008504924,0.0006935443,0.00007384115,0.001491468,0.0005015254,0.0003707806,0.0004688475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006047689,"about_ca_system_score_gemma":0.001814252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009657646,"about_ca_topic_score_gemma":0.00009246234,"domain_scores_codex":[0.9964953,0.000007050263,0.0008799152,0.0006442996,0.0004268903,0.001546513],"domain_scores_gemma":[0.9975447,0.00004991915,0.0003788597,0.0003329652,0.001643634,0.00004991117],"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":[0.00004551688,0.0001332281,0.001501152,0.000878471,0.00008215592,0.0000834061,0.00167211,0.00002154295,0.00007831722,0.9822401,0.008947964,0.004316054],"study_design_scores_gemma":[0.001067247,0.00000586507,0.004207858,0.0000176643,0.00001280475,0.000002912341,0.03347521,0.0001278868,0.0007282122,0.04502588,0.9145952,0.000733195],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8129016,0.00002890537,0.002863228,0.001315656,0.001049908,0.002106489,4.806927e-7,0.0005000206,0.1792338],"genre_scores_gemma":[0.8701866,0.00000128612,0.03060523,0.004227431,0.0008320116,0.001008833,0.0002497371,0.0001078972,0.09278093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9372142,"threshold_uncertainty_score":0.9997908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2801765852","doi":"10.1002/sd.1726","title":"Addressing policy challenges in implementing Sustainable Development Goals through an adaptive governance approach: A view from transitional China","year":2018,"lang":"en","type":"article","venue":"Sustainable Development","topic":"China's Socioeconomic Reforms and Governance","field":"Social Sciences","cited_by":124,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for International Governance Innovation","funders":"National Natural Science Foundation of China","keywords":"China; Corporate governance; Sustainable development; Process (computing); Set (abstract data type); Economic system; Multi-level governance; Political science; Environmental resource management; Process management; Business; Environmental planning; Economic growth; Economics; Computer science; Geography; Management","retraction":null,"screen_n_in":null,"score":{"opus":0.07600484097449882,"gpt":0.3337588562022883,"spread":0.2577540152277895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00235222,0.0004369366,0.0005516396,0.0001392188,0.002413207,0.0002882652,0.00065748,0.000212763,0.0003092026],"category_scores_gemma":[0.0001613664,0.0004359196,0.00008380302,0.0006113987,0.0003664824,0.002414101,0.0003250945,0.0003074788,0.00003154691],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00586377,"about_ca_system_score_gemma":0.006232512,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03375163,"about_ca_topic_score_gemma":0.01156872,"domain_scores_codex":[0.9950563,0.0002453645,0.0008419743,0.0009520201,0.0007471852,0.002157194],"domain_scores_gemma":[0.998552,0.00006765632,0.0004508443,0.0003265358,0.0003624058,0.000240549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001474079,0.0003486113,0.0009433005,0.0002280447,0.00009488754,0.00009455253,0.4843605,0.00003615047,0.000005785548,0.4550333,0.0002513377,0.05845615],"study_design_scores_gemma":[0.001048834,0.00006382998,0.1108111,0.0001817346,0.000008548735,0.00000214156,0.3019985,0.00004723145,0.000239347,0.02823289,0.5566151,0.0007507348],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8109249,0.004807516,0.002467336,0.00397668,0.0001732869,0.001869741,0.00002557715,0.0001802488,0.1755747],"genre_scores_gemma":[0.9675381,0.001543859,0.02298326,0.0003220201,0.0007401203,0.0003410812,0.00006324259,0.00005402266,0.006414323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5563638,"threshold_uncertainty_score":0.9998093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062401372","doi":"10.1002/sd.398","title":"International operations and sustainable development: Should national culture matter?","year":2009,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":118,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations; HEC Montréal","funders":"","keywords":"Offshoring; Sustainable development; Individualism; Hofstede's cultural dimensions theory; Business; Organizational culture; Corporate social responsibility; Multinational corporation; Population; Marketing; Economic growth; Economics; Political science; Public relations; Management; Market economy; Outsourcing; Sociology; Social science; Finance","retraction":null,"screen_n_in":null,"score":{"opus":0.01037785793345905,"gpt":0.2298082199647304,"spread":0.2194303620312714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008148228,0.0003973678,0.0002524685,0.0005372672,0.001227678,0.001004393,0.0004655525,0.0001496845,0.0009071078],"category_scores_gemma":[0.0002185139,0.0003931687,0.00004457762,0.0006682865,0.0001038222,0.002814503,0.0007015812,0.0002287007,0.0003115821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001449105,"about_ca_system_score_gemma":0.0003560787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001141159,"about_ca_topic_score_gemma":0.00001479262,"domain_scores_codex":[0.9970342,0.00001439441,0.0005502899,0.0006156434,0.0008139105,0.0009715605],"domain_scores_gemma":[0.9986226,0.00001632612,0.0001238709,0.0002086913,0.0009786439,0.00004987999],"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":[0.0003608681,0.002532689,0.1448143,0.002965297,0.00041626,0.0011687,0.01106187,0.005781333,0.0005257935,0.6967182,0.1006163,0.03303837],"study_design_scores_gemma":[0.0006351352,0.000007390212,0.2018216,0.00002504393,0.00001303169,0.00001162123,0.01047795,0.0002117781,0.0001567934,0.004596652,0.7815034,0.000539547],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.788269,0.0003164401,0.003371767,0.01795915,0.0004210057,0.002371043,0.000003118173,0.0004825498,0.1868059],"genre_scores_gemma":[0.9303795,0.00001167938,0.0061907,0.00670853,0.0004118065,0.0001844899,0.0002870776,0.00004037871,0.05578585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6921216,"threshold_uncertainty_score":0.999852,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2127358959","doi":"10.1002/sd.168","title":"Shell, Nigeria and the Ogoni. A study in unsustainable development: II. Corporate social responsibility and ‘stakeholder management’ versus a rights‐based approach to sustainable development","year":2001,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":98,"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":"Distrust; Corporate social responsibility; Stakeholder; Sustainable development; Corporation; Political science; Politics; Development economics; Economic growth; Economics; Business; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.04760102484531775,"gpt":0.2258043940995156,"spread":0.1782033692541978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006265216,0.000779462,0.001167877,0.001330335,0.002774193,0.0006146742,0.0006928241,0.0002263055,0.0001009087],"category_scores_gemma":[0.000179796,0.000714784,0.00007629621,0.001720195,0.0002506776,0.0005024106,0.001559346,0.0004524296,0.00005996678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003134214,"about_ca_system_score_gemma":0.0007856074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004772613,"about_ca_topic_score_gemma":0.0003410155,"domain_scores_codex":[0.9936445,0.0001619891,0.001976183,0.001762614,0.0002771634,0.002177574],"domain_scores_gemma":[0.9980409,0.0001524338,0.0006266909,0.0005695144,0.000235427,0.0003750813],"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":[0.02132623,0.005183915,0.1658252,0.002858294,0.002064483,0.002464551,0.2628691,0.00121126,0.000001753394,0.5158996,0.003651856,0.01664376],"study_design_scores_gemma":[0.01767636,0.0001642049,0.2035861,0.00004143693,0.00002390322,0.0000110209,0.1014943,0.0002840567,0.00003234395,0.01125352,0.6638166,0.001616094],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652638,0.0008380107,0.0007729157,0.0006962171,0.0001535857,0.004774382,0.000003224667,0.0000957857,0.02740202],"genre_scores_gemma":[0.9358743,0.00002774104,0.009281973,0.0003428611,0.00003742152,0.001589898,0.00004052998,0.00007084289,0.05273436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6601648,"threshold_uncertainty_score":0.9995303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3036665734","doi":"10.1002/sd.2095","title":"Corporations and sustainable development goals communication on social media: Corporate social responsibility or just another buzzword?","year":2020,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":92,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Corporate social responsibility; Legitimacy; Sustainable development; Business; Sustainability; Corporate sustainability; Corporate communication; Public relations; Social responsibility; Political science; Politics; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.09072202929989784,"gpt":0.2838230088584761,"spread":0.1931009795585783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003850117,0.0005495583,0.0006818675,0.00043535,0.003809813,0.0008837963,0.000499131,0.0002798021,0.0003207617],"category_scores_gemma":[0.003997814,0.0005375101,0.00009599597,0.002300638,0.0003367954,0.00129107,0.001039899,0.0004862954,0.000145822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001107561,"about_ca_system_score_gemma":0.00278329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001375027,"about_ca_topic_score_gemma":0.0003908278,"domain_scores_codex":[0.995358,0.0002100874,0.001351598,0.0009419261,0.000895567,0.001242795],"domain_scores_gemma":[0.9957302,0.0003623254,0.001596327,0.0003822504,0.001838208,0.00009075623],"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":[0.01832455,0.002474398,0.05245999,0.0093587,0.0009015047,0.003947493,0.1516562,0.0001661453,0.001419672,0.5348359,0.1026704,0.1217851],"study_design_scores_gemma":[0.003047243,0.00005873052,0.2032082,0.00009214999,0.0001389895,0.000005775718,0.1908107,0.0002135261,0.001107449,0.02049911,0.5788198,0.001998384],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799647,0.00007893954,0.0004868433,0.0101323,0.0001025912,0.001835809,0.000003786204,0.0004665709,0.006928426],"genre_scores_gemma":[0.9855905,0.000006519659,0.001854059,0.003519864,0.0005325867,0.0002643195,0.0001982511,0.0001002501,0.007933712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5143368,"threshold_uncertainty_score":0.9997076,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1595395187","doi":"10.1002/sd.533","title":"Interdisciplinarity in Sustainability Studies: A Review","year":2012,"lang":"en","type":"review","venue":"Sustainable Development","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ministry of Natural Resources","keywords":"Discipline; Sustainability; Engineering ethics; Sociology; Resource (disambiguation); Qualitative research; Political science; Management science; Social science; Public relations; Engineering; Computer science; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.1299250144229588,"gpt":0.4944446802470961,"spread":0.3645196658241373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01480475,0.0008245405,0.003030361,0.000836189,0.001008156,0.0001242053,0.001241604,0.0006108071,0.0004403258],"category_scores_gemma":[0.0078276,0.0007695309,0.0004537731,0.003676577,0.0006769446,0.0006792163,0.001170067,0.00101391,0.0001189653],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.04861829,"about_ca_system_score_gemma":0.02669961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001021798,"about_ca_topic_score_gemma":0.0009684627,"domain_scores_codex":[0.9904836,0.002788996,0.002140525,0.001089311,0.0009786134,0.002518902],"domain_scores_gemma":[0.9941216,0.001124394,0.0007547738,0.001084649,0.002479528,0.0004350372],"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":[0.000003050648,0.0002901084,0.00009145252,0.3113355,0.00009976701,0.00005984192,0.04714656,1.896411e-7,4.915453e-11,0.008059906,0.001807507,0.6311061],"study_design_scores_gemma":[0.00007881725,0.00001095856,0.00005173822,0.01580148,0.0003169409,0.000003052586,0.1481213,1.571048e-8,1.617959e-8,0.00379679,0.8311453,0.0006735651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001373177,0.984096,0.000008342958,0.001824225,0.0007955229,0.008508403,0.000001859103,0.0001658727,0.004586048],"genre_scores_gemma":[0.00006936481,0.9758222,0.0002783546,0.000120268,0.0003222461,0.005347813,0.00006540119,0.00007235871,0.01790198],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8293378,"threshold_uncertainty_score":0.9994755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2077784705","doi":"10.1002/sd.306","title":"Empirical analysis of eco‐industrial development in China","year":2006,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Health Canada","keywords":"China; Industrial ecology; Natural resource; Resource (disambiguation); Business; Quality (philosophy); Environmental economics; Environmental quality; Industrial policy; Environmental resource management; Natural resource economics; Economics; Ecology; Computer science; Sustainability; Political science; International trade","retraction":null,"screen_n_in":null,"score":{"opus":0.01422440599529005,"gpt":0.2340215691371497,"spread":0.2197971631418597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009457466,0.0003548783,0.0007896346,0.002162374,0.0001136486,0.00003880458,0.0003379303,0.0003901155,0.0003785899],"category_scores_gemma":[0.0001597152,0.0003878506,0.0001104975,0.004046073,0.0000597808,0.0001685648,0.0001632389,0.000377932,0.00001818826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00338572,"about_ca_system_score_gemma":0.001611955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004542661,"about_ca_topic_score_gemma":0.0007305579,"domain_scores_codex":[0.9967108,0.00008050194,0.001243605,0.0003992823,0.0003877281,0.001178062],"domain_scores_gemma":[0.9991683,0.0001165976,0.0001223088,0.0002996749,0.0001773755,0.0001157629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001210077,0.0004196809,0.2068471,0.0002624078,0.00132719,0.0007595799,0.003236557,0.7665257,0.00004333802,0.001593617,0.00616647,0.01269735],"study_design_scores_gemma":[0.002768482,0.00005355695,0.7117114,0.00003467841,0.0002263012,0.000004919771,0.004929074,0.007748184,0.00662605,0.0004140918,0.2644547,0.001028621],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889116,0.0001291075,0.0007127402,0.00009419492,0.000231798,0.0005662647,0.000002251024,0.0001778835,0.00917414],"genre_scores_gemma":[0.9946061,0.000003563615,0.001669035,0.0000166772,0.00008190171,0.0001667104,0.0001011909,0.00004526455,0.003309528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7587776,"threshold_uncertainty_score":0.9998574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2883352600","doi":"10.1002/sd.1848","title":"Using multi‐criteria decision analysis for assessing sustainability of agricultural systems","year":2018,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Sustainable Agricultural Systems Analysis","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; Centre for International Governance Innovation; Balsillie School of International Affairs; McGill University Health Centre; University of Waterloo; McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sustainability; Multiple-criteria decision analysis; Weighting; Environmental Sustainability Index; Agriculture; Environmental economics; Composite indicator; Business; Sustainability organizations; Environmental resource management; Environmental science; Operations research; Engineering; Economics; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.0223051219615736,"gpt":0.3006776656284211,"spread":0.2783725436668475,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001770894,0.0003879802,0.0007685696,0.0003364964,0.0008601545,0.0002733819,0.0004817115,0.0001725433,0.0002881884],"category_scores_gemma":[0.000625333,0.0002794831,0.0003136796,0.003840551,0.0002523396,0.0008673058,0.0005393716,0.00009157172,0.00001358114],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004621076,"about_ca_system_score_gemma":0.0002416619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004601417,"about_ca_topic_score_gemma":0.0002684334,"domain_scores_codex":[0.9961239,0.0001770084,0.001089014,0.0008148544,0.0007034618,0.001091769],"domain_scores_gemma":[0.9971876,0.000166208,0.0005363738,0.0004794958,0.00141537,0.0002149717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001786923,0.0006946276,0.8539027,0.001441089,0.002186097,0.00006080706,0.007911135,0.1184087,0.008318882,0.0009865203,0.001524842,0.004385923],"study_design_scores_gemma":[0.0007174771,0.00007018753,0.8749005,0.00004769055,0.000622257,0.00001019857,0.09576255,0.01752982,0.002665384,0.0001774001,0.006795403,0.0007011302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8184686,0.00007537881,0.1796425,0.00002793263,0.0001273238,0.001262725,0.000003507676,0.00005179083,0.0003402229],"genre_scores_gemma":[0.9587257,0.000001113616,0.03754805,0.00001006993,0.00007955249,0.0001560714,0.00003573674,0.00002076716,0.003422962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1420944,"threshold_uncertainty_score":0.9999657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3082009412","doi":"10.1002/sd.2124","title":"Storytelling for sustainable development in rural communities: An alternative approach","year":2020,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada; Chettinad Academy of Research and Education","keywords":"Storytelling; Sustainability; Mainstream; Narrative; Natural resource; Sustainable development; Sociology; Natural resource management; Resource (disambiguation); Political science; Environmental resource management; Environmental planning; Geography; Economics; Ecology; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.03155376209330323,"gpt":0.2428377978162695,"spread":0.2112840357229663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00117162,0.0003995858,0.0003990354,0.0001045915,0.0007630183,0.0001465395,0.0008199578,0.0001265117,0.0004411967],"category_scores_gemma":[0.0001389244,0.0004213139,0.00005987213,0.0006815124,0.0001972795,0.001053031,0.0007798072,0.0002982898,0.0000430021],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004131327,"about_ca_system_score_gemma":0.0004499729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001525742,"about_ca_topic_score_gemma":0.0003386913,"domain_scores_codex":[0.9967046,0.0001431963,0.0005983574,0.0004778829,0.0005351544,0.001540823],"domain_scores_gemma":[0.9988822,0.0001038724,0.0001863746,0.0003352474,0.0001638814,0.0003284562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006320368,0.0009249483,0.01689474,0.001825656,0.00005896278,0.0002360255,0.935996,0.02781374,0.00004282496,0.006028794,0.001136364,0.008409912],"study_design_scores_gemma":[0.001065294,0.0001318307,0.004491136,0.00002379608,0.000005950138,0.000002492619,0.8282308,0.003899453,0.001123918,0.0008683232,0.1595667,0.0005902683],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847325,0.0001145374,0.006705784,0.0002539821,0.00003808884,0.001991913,0.000002712221,0.0001068036,0.006053698],"genre_scores_gemma":[0.9791846,0.00002156911,0.01364103,0.0008277229,0.00005716762,0.001189524,0.0001252515,0.00005785769,0.004895274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1584304,"threshold_uncertainty_score":0.9998239,"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":"W2028270980","doi":"10.1002/sd.435","title":"Sustainable development paths: investigating the roots of local policy responses to climate change","year":2009,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":53,"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":"Climate change; Discipline; Action (physics); Context (archaeology); Path dependence; Phenomenon; Sustainable development; Paradigm shift; Environmental ethics; Sociology; Political science; Economic geography; Epistemology; Ecology; Economics; Social science; Geography; Law; Neoclassical economics; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.02132345924071596,"gpt":0.2606930384509735,"spread":0.2393695792102576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002271341,0.0004353645,0.0003996183,0.0002160302,0.001112158,0.0001060044,0.0008312684,0.0001353249,0.0002430402],"category_scores_gemma":[0.0006974966,0.0003533023,0.00007631825,0.001906217,0.0003440866,0.0005456262,0.001232579,0.0002389403,0.0001354406],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003991908,"about_ca_system_score_gemma":0.0008398162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001145957,"about_ca_topic_score_gemma":0.0001828815,"domain_scores_codex":[0.9953208,0.0001862721,0.0007928097,0.0006944723,0.0009327729,0.002072897],"domain_scores_gemma":[0.9983481,0.0001424923,0.0003032859,0.0006206922,0.0002202846,0.000365172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001179892,0.001515216,0.0736632,0.002373618,0.0001075259,0.001381802,0.5384533,0.003203097,0.001375415,0.0642802,0.006630853,0.3058359],"study_design_scores_gemma":[0.0004717624,0.0002272928,0.5497742,0.0001167689,0.00001135422,0.00001360895,0.3005941,0.00003683692,0.009606803,0.003209472,0.1352892,0.0006486303],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868463,0.0001926139,0.000348957,0.005786867,0.00004760573,0.001708091,0.000003887401,0.000101139,0.004964489],"genre_scores_gemma":[0.9850037,0.00003676759,0.003034033,0.003228595,0.00007353348,0.0004844584,0.00001015743,0.00003387508,0.008094858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4761111,"threshold_uncertainty_score":0.9998919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3025406951","doi":"10.1002/sd.2063","title":"From pay‐out to participation: Indigenous mining employment as local development?","year":2020,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Mining and Resource Management","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"University of Queensland","keywords":"Indigenous; Negotiation; Context (archaeology); Legitimacy; Equity (law); State (computer science); Political science; Corporate governance; Economic growth; Economics; Geography; Law; Management","retraction":null,"screen_n_in":null,"score":{"opus":0.01483834955655938,"gpt":0.2284669251739251,"spread":0.2136285756173657,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002088896,0.0003259148,0.0002876628,0.0001421922,0.0003302118,0.0001232669,0.0003026553,0.0000875602,0.0003191681],"category_scores_gemma":[0.00004814441,0.0002993656,0.00003653166,0.0003671421,0.0000210899,0.00007613516,0.0002982607,0.0001592006,0.001065979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006754535,"about_ca_system_score_gemma":0.0003260172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005436785,"about_ca_topic_score_gemma":0.0000163404,"domain_scores_codex":[0.9976494,0.00002848877,0.000524023,0.0004324315,0.0004627118,0.0009029731],"domain_scores_gemma":[0.9991246,0.00003253815,0.00004380996,0.0002124316,0.00008501756,0.0005015996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006915288,0.0001004479,0.001883744,0.0004076527,0.00051461,0.0007789861,0.6645663,0.07664687,0.00009953648,0.0001238723,0.02094685,0.233862],"study_design_scores_gemma":[0.0004104937,0.00006691106,0.003902804,0.00005796168,0.00001977435,7.793039e-7,0.05030476,0.001035603,0.007817813,0.00001665602,0.935797,0.000569453],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9336901,0.0001879334,0.05319049,0.0007045325,0.0002579493,0.0006793269,0.000001700533,0.0006692637,0.01061867],"genre_scores_gemma":[0.974913,0.000005285719,0.01433114,0.001183252,0.0001903488,0.0003773464,0.0000643752,0.00007954209,0.008855738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9148501,"threshold_uncertainty_score":0.9999458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4295837332","doi":"10.1002/sd.2414","title":"The influence of renewable energy and economic freedom aspects on ecological sustainability in the <scp>G7</scp> countries","year":2022,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ecological footprint; Sustainability; Renewable energy; Natural resource economics; Population; Economic freedom; Economics; Environmental quality; Public economics; Ecology; Market economy; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.006929353876793539,"gpt":0.1820022964478747,"spread":0.1750729425710812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003158387,0.0002469106,0.0004231661,0.0002405912,0.0008624046,0.0001202594,0.0007540063,0.00008257505,0.00008102642],"category_scores_gemma":[0.0004736094,0.0002150459,0.00006131385,0.0002322262,0.0003299804,0.0002009034,0.0006351485,0.000224789,0.00001298698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002966328,"about_ca_system_score_gemma":0.000404625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003137778,"about_ca_topic_score_gemma":0.001037214,"domain_scores_codex":[0.9974498,0.0001368222,0.0009250104,0.00062682,0.00009463487,0.000766909],"domain_scores_gemma":[0.9979901,0.0008150653,0.0005112132,0.0005797913,0.0000331153,0.00007072127],"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":[0.00001979119,0.0001530173,0.07113463,0.00004960857,0.00004104997,0.00003360151,0.001780032,0.1935195,8.730178e-7,0.7309704,0.002226506,0.00007098199],"study_design_scores_gemma":[0.0005345961,0.0001703458,0.3081475,0.000002978112,0.000002927279,0.000006086108,0.01337361,0.0003632275,0.00006601115,0.1420738,0.5351331,0.0001258002],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814656,0.0009027079,0.00003238286,0.001184503,0.0001101867,0.0004482136,0.00002181086,0.00001759213,0.01581698],"genre_scores_gemma":[0.99348,0.0003460284,0.00006845193,0.0004599012,0.00002423312,0.0005924599,0.00001073295,0.00002243175,0.004995713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5888966,"threshold_uncertainty_score":0.8769318,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4306648082","doi":"10.1002/sd.2403","title":"Economic globalisation and inclusive green growth in Africa: Contingencies and policy‐relevant thresholds of governance","year":2022,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":45,"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":"Sustainability; Corporate governance; Language change; Globalization; Government (linguistics); Socioeconomic status; Development economics; Economics; Public economics; Economic growth; Economic system; Political science; Ecology; Biology; Sociology; Market economy","retraction":null,"screen_n_in":null,"score":{"opus":0.01000671331718235,"gpt":0.1917514602457975,"spread":0.1817447469286151,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009110809,0.0001737665,0.000391954,0.0002926806,0.000216051,0.00003112214,0.0002004108,0.00005137268,0.00009986627],"category_scores_gemma":[0.00007703549,0.0002354843,0.00002795857,0.0001918092,0.0001045964,0.0002668952,0.0008441011,0.0001140218,0.000007665969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002391644,"about_ca_system_score_gemma":0.0001784508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004109395,"about_ca_topic_score_gemma":0.000241245,"domain_scores_codex":[0.9983236,0.00002515243,0.0006977209,0.0004681268,0.00005012831,0.0004353021],"domain_scores_gemma":[0.9992134,0.0000436063,0.0004976022,0.0001644449,0.00001445511,0.00006650339],"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":[0.0000253259,0.00004746177,0.2550011,0.00009737006,0.00003966441,0.00001269446,0.004901883,0.0005903236,0.000009603973,0.7386063,0.0001549522,0.000513279],"study_design_scores_gemma":[0.001673606,0.0001158807,0.7408611,0.00001451973,0.000005491697,0.00001486047,0.009637561,0.0007678005,0.0003314694,0.1567696,0.08922507,0.0005829938],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980095,0.002573727,0.0000506061,0.001285499,0.00006651078,0.0003011489,0.00007361882,0.00001222512,0.01554169],"genre_scores_gemma":[0.9963431,0.000488,0.0005259662,0.0001026044,0.00002310573,0.0001195742,0.00001215063,0.00002121373,0.002364298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5818368,"threshold_uncertainty_score":0.9602771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061248921","doi":"10.1002/sd.317","title":"The virtuous cycle: incremental changes and a process‐based sustainable development","year":2006,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Roads University","funders":"","keywords":"Grassroots; Sustainable development; Process (computing); Sustainable community; Social capital; Process management; Business; Political science; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.006200292297345612,"gpt":0.2435513513669044,"spread":0.2373510590695588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001839648,0.000265874,0.0002151563,0.0001264827,0.005972304,0.0004732288,0.0003572835,0.0001530961,0.00006000655],"category_scores_gemma":[0.0001474685,0.0002181073,0.00003314293,0.0007157098,0.0004156143,0.0002440027,0.0002127722,0.0001839091,0.00001652316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224391,"about_ca_system_score_gemma":0.002582477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002786681,"about_ca_topic_score_gemma":0.005261226,"domain_scores_codex":[0.9967938,0.0001480603,0.0003413672,0.000401623,0.0007694751,0.001545663],"domain_scores_gemma":[0.998872,0.0001681409,0.0001471227,0.0001409497,0.0004820207,0.0001897677],"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":[0.0005476936,0.0009260568,0.01904801,0.001255993,0.0002675102,0.001218747,0.2833371,0.0002729402,0.0000388365,0.4686502,0.02318821,0.2012487],"study_design_scores_gemma":[0.0005266781,0.00004101403,0.006895747,0.00002707891,0.00001126683,0.00000135879,0.3190172,0.00003191836,0.0009032953,0.007636341,0.6644657,0.0004423833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950433,0.0025846,0.0001117885,0.003554909,0.000176464,0.001479566,7.586092e-7,0.0002413674,0.04141759],"genre_scores_gemma":[0.9528725,0.00007439167,0.0004465728,0.0003137718,0.0002554524,0.0005081805,0.00001914644,0.00002861478,0.04548142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6412775,"threshold_uncertainty_score":0.9953218,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310220206","doi":"10.1002/sd.2466","title":"Natural resources, renewable energy, and governance: A path towards sustainable development","year":2022,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":44,"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":"Renewable energy; Natural resource; Quantile regression; Non-renewable resource; Natural resource economics; Environmental economics; Econometrics; Economic rent; Corporate governance; Ordinary least squares; Renewable resource; Robustness (evolution); Economics; Sustainable development; Quantile; Environmental resource management; Business; Microeconomics; Engineering; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.007380480752341755,"gpt":0.1716636598747291,"spread":0.1642831791223873,"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":[0.001793347,0.0005099386,0.0007017148,0.0004333786,0.001648933,0.0002412668,0.0007053028,0.0001201424,0.001262643],"category_scores_gemma":[0.0001135577,0.0006585182,0.00009583522,0.0006110155,0.0001135371,0.0005167346,0.0021619,0.0003355977,0.00004844592],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005414216,"about_ca_system_score_gemma":0.0006332055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003869065,"about_ca_topic_score_gemma":0.0001310663,"domain_scores_codex":[0.9955319,0.00006245782,0.001217614,0.001276455,0.000227215,0.001684322],"domain_scores_gemma":[0.9983337,0.00004055361,0.000689808,0.0005941109,0.00006194694,0.0002799136],"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":[0.0003209523,0.000883889,0.03058745,0.0009208702,0.0007003896,0.001506391,0.0196871,0.009053629,0.0000331882,0.870902,0.05531359,0.01009052],"study_design_scores_gemma":[0.001132136,0.00006968396,0.02648684,0.00001084193,0.000006076403,0.0000297453,0.01156637,0.0003124375,0.0004115544,0.01107643,0.9480062,0.0008916704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8292024,0.0264983,0.002126337,0.001541452,0.0008529011,0.00117719,0.00006463327,0.0003121135,0.1382248],"genre_scores_gemma":[0.743386,0.0002497097,0.003961061,0.0006351167,0.00006171344,0.0007396246,0.00009087661,0.00008998701,0.2507859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8926926,"threshold_uncertainty_score":0.9996508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308160908","doi":"10.1002/sd.2428","title":"The influence of industrial attitudes and behaviours in adopting sustainable construction practices","year":2022,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Thompson Rivers University","funders":"King Saud University","keywords":"Business; Sustainable development; Moderation; Sustainability; Construction industry; Developing country; Construction management; Environmental resource management; Engineering; Construction engineering; Economic growth; Civil engineering; Political science; Computer science; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.01391157742104167,"gpt":0.2510932796145171,"spread":0.2371817021934754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001686308,0.000176892,0.0001920168,0.0002752493,0.0007768113,0.0001222248,0.0002400516,0.00005518362,0.00001520643],"category_scores_gemma":[0.0003104609,0.0001696762,0.00002094181,0.0007054328,0.0000998493,0.0003718324,0.0003616179,0.0004020713,2.701312e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001131595,"about_ca_system_score_gemma":0.0006678476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000389209,"about_ca_topic_score_gemma":0.00001871268,"domain_scores_codex":[0.9981629,0.0001167234,0.0004412513,0.0002236665,0.0003604211,0.0006950795],"domain_scores_gemma":[0.9991322,0.0002204464,0.0002286827,0.0001749326,0.0001817988,0.00006201262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003809867,0.0002826851,0.2946579,0.001738631,0.0002123687,0.001520264,0.008740815,0.5233132,0.0003290203,0.1034634,0.001123174,0.06423753],"study_design_scores_gemma":[0.003033786,0.0003083377,0.2368952,0.0001543368,0.00006077401,0.0001714319,0.5458139,0.002149314,0.002595153,0.001828451,0.2057736,0.001215695],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977028,0.0009924772,0.00008338279,0.000100734,0.00009089184,0.0006180541,9.277728e-7,0.00007774774,0.0003330207],"genre_scores_gemma":[0.9973836,0.0001182978,0.001317314,0.00001043881,0.00001760784,0.0003227187,0.000004832863,0.00002422749,0.0008009676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.537073,"threshold_uncertainty_score":0.6919196,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318711798","doi":"10.1002/sd.2507","title":"Circular economy at the company level: An empirical study based on sustainability reports","year":2023,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Euskal Herriko Unibertsitatea","keywords":"Reuse; Circular economy; Sustainability; Reductionism; Business; Work (physics); Empirical research; Point (geometry); Core (optical fiber); Industrial organization; Marketing; Computer science; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.0307852554881151,"gpt":0.2757600667622367,"spread":0.2449748112741216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00625518,0.0006562314,0.0005462715,0.001251673,0.00216325,0.0009849595,0.0008617204,0.0001249167,0.0006567707],"category_scores_gemma":[0.0008821457,0.000536298,0.0001658406,0.003113862,0.0001788026,0.001088018,0.001794772,0.0003556292,0.0005139533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003752874,"about_ca_system_score_gemma":0.000980469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008263549,"about_ca_topic_score_gemma":0.0001793117,"domain_scores_codex":[0.994331,0.0001759866,0.001025465,0.001483135,0.001074413,0.001910018],"domain_scores_gemma":[0.9959951,0.0002112722,0.0004290311,0.001926611,0.001347108,0.00009087657],"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":[0.0004486181,0.003137509,0.736936,0.003551002,0.0003423537,0.01779988,0.004202954,0.08753879,0.000002097561,0.005576335,0.1342274,0.006237089],"study_design_scores_gemma":[0.0009173479,0.0000651709,0.2593863,0.00001200838,0.0000583134,0.000003655711,0.1071921,0.008477655,0.00001319081,0.006886707,0.6163173,0.0006702587],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649685,0.00002200138,0.0006179847,0.0093705,0.0003964584,0.00610465,0.000001161563,0.001079998,0.01743875],"genre_scores_gemma":[0.9741204,4.180696e-7,0.00006275669,0.004644289,0.000350359,0.001456047,0.0002308056,0.000119917,0.01901498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.48209,"threshold_uncertainty_score":0.9997088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308116022","doi":"10.1002/sd.2445","title":"The role of local cultural factors in the achievement of the sustainable development goals","year":2022,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Athabasca University","funders":"","keywords":"Hofstede's cultural dimensions theory; Sustainability; Uncertainty avoidance; Individualism; Sustainable development; Cultural diversity; Masculinity; Affect (linguistics); Political science; Psychology; Social psychology; Collectivism; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.004933769476572722,"gpt":0.2134257469210318,"spread":0.208491977444459,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002576151,0.0002517602,0.0002226807,0.00005764837,0.001849302,0.0000432987,0.001400318,0.00004493747,0.0006722578],"category_scores_gemma":[0.000117587,0.0001360628,0.00009749321,0.0009369974,0.0006199802,0.0001787821,0.002042197,0.0003498115,0.000007250051],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0041119,"about_ca_system_score_gemma":0.0005982564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0014135,"about_ca_topic_score_gemma":0.0001974381,"domain_scores_codex":[0.9963204,0.000487716,0.0007509356,0.0003676127,0.001212668,0.0008607206],"domain_scores_gemma":[0.9988253,0.0001656088,0.0002932383,0.0005928347,0.00004961094,0.00007342554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001506213,0.001927879,0.7779254,0.0002041994,0.00007623954,0.00002477284,0.1705731,0.0130271,0.0004051301,0.01784646,0.002427026,0.01541203],"study_design_scores_gemma":[0.0001445333,0.00002654131,0.3246825,0.000002236685,0.000003723997,0.000001308279,0.4207705,0.00001120768,0.005510313,0.0007695341,0.2479729,0.0001047151],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924608,0.0002077715,0.00003472956,0.001084663,0.00007337455,0.001388986,0.000001733717,0.00001022998,0.004737723],"genre_scores_gemma":[0.9869891,0.000008432033,0.0001456617,0.0001882374,0.000004646939,0.0005171022,0.00001195939,0.00001446322,0.01212038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4532429,"threshold_uncertainty_score":0.9997112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404433455","doi":"10.1002/sd.3265","title":"Enhancing environmental, social, and governance, performance and reporting through integration of life cycle sustainability assessment framework","year":2024,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"Canada First Research Excellence Fund","keywords":"Sustainability; Life-cycle assessment; Corporate governance; Social sustainability; Business; Environmental governance; Environmental resource management; Sustainability reporting; Environmental Sustainability Index; Process management; Environmental planning; Environmental economics; Economics; Environmental science; Ecology; Finance","retraction":null,"screen_n_in":null,"score":{"opus":0.0118557871770844,"gpt":0.2814427559993591,"spread":0.2695869688222747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001553211,0.0003038978,0.0003841082,0.00004125917,0.0005462972,0.0001244682,0.0001302917,0.0001469086,0.0004295961],"category_scores_gemma":[0.0004321201,0.0002801642,0.00005755091,0.0002940493,0.0005476714,0.001026678,0.0006593222,0.0003401853,0.000006149596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002693163,"about_ca_system_score_gemma":0.0002434462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000345002,"about_ca_topic_score_gemma":0.00002243905,"domain_scores_codex":[0.9970708,0.00008555427,0.001062216,0.0006491574,0.0005066302,0.0006256771],"domain_scores_gemma":[0.9990657,0.0001023167,0.0004231937,0.0002458176,0.00001763996,0.000145335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001083376,0.0005135871,0.7921144,0.00412748,0.0001302045,0.0001566478,0.04960439,0.0005123948,0.003495297,0.01185551,0.0004093632,0.1369724],"study_design_scores_gemma":[0.0001757431,0.00009872045,0.9477125,0.00008164667,0.00002341673,0.00001067195,0.03175407,0.0009250485,0.003319441,0.008102814,0.007421898,0.0003740745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913826,0.0005005514,0.004606458,0.0004075957,0.00005673838,0.0006569756,0.000002885716,0.00006026265,0.002325923],"genre_scores_gemma":[0.9889997,0.0002646692,0.009084578,0.00009380026,0.0000247636,0.00008888013,0.00001039604,0.00002889674,0.001404364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1555981,"threshold_uncertainty_score":0.9999651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3026661105","doi":"10.1002/sd.2069","title":"Exploring sustainability cross‐culturally: Employees' beliefs on green behaviors","year":2020,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University","funders":"","keywords":"Antecedent (behavioral psychology); Normative; Theory of planned behavior; Psychology; Sustainability; Social psychology; Context (archaeology); Control (management); Political science; Management; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.03480222906331575,"gpt":0.2669618781747368,"spread":0.2321596491114211,"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":[0.0005275685,0.0004313302,0.0003028883,0.00005841753,0.0007774205,0.0001315652,0.0005590668,0.00010127,0.003049349],"category_scores_gemma":[0.0003336359,0.0004053678,0.0001176745,0.0006475284,0.0003719245,0.0009378124,0.0008112105,0.0003710543,0.0007994006],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004790159,"about_ca_system_score_gemma":0.0002697051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009153475,"about_ca_topic_score_gemma":0.00002720468,"domain_scores_codex":[0.9963489,0.0001241644,0.0005895825,0.001035497,0.0007832548,0.001118663],"domain_scores_gemma":[0.9985901,0.00004902992,0.0001225718,0.000497398,0.00008631432,0.00065458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00034678,0.0018616,0.8365895,0.0006234539,0.00005653858,0.000510041,0.1024843,0.005734267,0.0002946001,0.002110281,0.004899274,0.04448937],"study_design_scores_gemma":[0.0004982826,0.0002249453,0.774978,0.000006420546,0.00000892837,0.000002375601,0.02690467,0.00001846883,0.002353031,0.0004528621,0.1939618,0.0005901307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880427,0.00001335841,0.0001018468,0.006348301,0.0000876244,0.001117921,0.000002258246,0.00021443,0.004071577],"genre_scores_gemma":[0.9856778,0.000008594432,0.0007102814,0.002108744,0.0000639279,0.0005431667,0.00003006188,0.0000456258,0.01081184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1890626,"threshold_uncertainty_score":0.9999786,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229074701","doi":"10.1002/sd.2327","title":"Renewable energy project success: Internal versus external stakeholders' satisfaction and influences of power‐interest matrix","year":2022,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Snowball sampling; Stakeholder; Renewable energy; Environmental economics; Business; Structural equation modeling; Stakeholder analysis; Corporate governance; Environmental resource management; Marketing; Public relations; Economics; Computer science; Finance; Engineering; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.08791539302737311,"gpt":0.3442922292506675,"spread":0.2563768362232944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001756942,0.0001757716,0.0002465544,0.0009228588,0.0005817236,0.0002763314,0.0004696505,0.00003226695,0.001518749],"category_scores_gemma":[0.0001970788,0.0001569929,0.000052581,0.001052373,0.000113065,0.0007209135,0.0009181612,0.0001420114,0.000005010296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002912471,"about_ca_system_score_gemma":0.0005617838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005789747,"about_ca_topic_score_gemma":0.001186758,"domain_scores_codex":[0.9971474,0.0001601814,0.0007348528,0.0004603204,0.001110198,0.0003870441],"domain_scores_gemma":[0.9987247,0.0001942888,0.000431125,0.0002784675,0.000309234,0.00006216221],"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":[0.003697456,0.0001825702,0.5785678,0.0002347893,0.0003048715,0.0002227218,0.01212708,0.004030505,0.000577883,0.0253421,0.02633207,0.3483801],"study_design_scores_gemma":[0.002663048,0.0005668773,0.1606266,0.00004504642,0.00002540146,0.00006152307,0.1265741,0.000583673,0.002611319,0.00581871,0.6998366,0.0005871953],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904635,0.0003065616,0.001717055,0.0001135631,0.0007511672,0.0002466118,0.000005560028,0.00003649519,0.006359519],"genre_scores_gemma":[0.9751995,0.00003684176,0.001109168,0.00004100252,0.00002074617,0.00008217524,0.000003660074,0.000009497034,0.02349737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6735045,"threshold_uncertainty_score":0.999394,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999620396","doi":"10.1002/sd.299","title":"Energizing the island community: a review of policy standpoints for energy in small island states and territories","year":2006,"lang":"en","type":"review","venue":"Sustainable Development","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Futures contract; Renewable energy; Small Island Developing States; Small island; Natural resource economics; Sustainability; Resource (disambiguation); Fossil fuel; Energy policy; Electricity; Business; Economics; Wind power; Economic geography; Ecology; Climate change; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.02253862594688953,"gpt":0.2830837756457453,"spread":0.2605451496988558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002475782,0.0008181441,0.002738226,0.0006943382,0.0004538233,0.0001254456,0.0007794101,0.0002961129,0.00001152753],"category_scores_gemma":[0.0005131504,0.0005657606,0.0002637123,0.001038237,0.0001741796,0.0001109413,0.0005446476,0.000408937,7.545938e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001405571,"about_ca_system_score_gemma":0.003139527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.13634,"about_ca_topic_score_gemma":0.1425991,"domain_scores_codex":[0.994898,0.001208683,0.002000827,0.000501056,0.0003433964,0.001048039],"domain_scores_gemma":[0.9966073,0.001142631,0.0009076321,0.0008359795,0.0003937376,0.0001127224],"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":[0.0000260008,0.0001391897,0.00002201914,0.48266,0.0005149143,0.00008480594,0.001611396,0.0003385911,1.576965e-7,0.02190298,0.005702836,0.4869972],"study_design_scores_gemma":[0.0004483151,0.00004762845,0.00000273995,0.06245574,0.0001609381,0.00002736449,0.001762951,0.000009527237,0.0000180613,0.001189446,0.9333054,0.0005719214],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003591079,0.9951506,0.0003344456,0.00006651301,0.0001825724,0.001160391,0.00009561625,0.00004076502,0.002933227],"genre_scores_gemma":[0.00005347739,0.9807105,0.0003083141,0.000118247,0.0002897263,0.001605298,0.001242308,0.0001456078,0.0155265],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9276025,"threshold_uncertainty_score":0.9996794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366823709","doi":"10.1002/sd.2561","title":"Sustainable developments, renewable energy, and economic growth in <scp>C</scp>anada","year":2023,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Renewable energy; Economics; Granger causality; Distributed lag; Natural resource economics; Macroeconomics; Econometrics; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.009866571785284594,"gpt":0.180738255704204,"spread":0.1708716839189194,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001623812,0.0005295041,0.0007885816,0.001598991,0.0004555578,0.0002583686,0.0005505286,0.0002593797,0.0001534976],"category_scores_gemma":[0.0004882896,0.000714924,0.00007718119,0.0008657689,0.0001218855,0.0008288273,0.0009026963,0.0001925716,0.0005584991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003478376,"about_ca_system_score_gemma":0.0005725635,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01217763,"about_ca_topic_score_gemma":0.001390729,"domain_scores_codex":[0.995006,0.00004536174,0.001374426,0.001358802,0.00009440671,0.002120998],"domain_scores_gemma":[0.9984586,0.0002568609,0.0004533253,0.0004573036,0.00003919425,0.0003347809],"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":[0.00001469322,0.000135294,0.1453725,0.0004733081,0.0001679638,0.0006449114,0.003482662,0.005358324,0.00001290747,0.7990653,0.04489077,0.0003813433],"study_design_scores_gemma":[0.001549728,0.0000390414,0.06357123,0.00002604001,0.00000485955,0.00001218977,0.01540022,0.0007070135,0.002320604,0.1111264,0.8046712,0.0005715485],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8506814,0.001854326,0.0005319557,0.0006313079,0.0003763161,0.000672174,0.00002425434,0.0002704965,0.1449578],"genre_scores_gemma":[0.7754198,0.001636039,0.001301053,0.0003913705,0.00006496122,0.0004768562,0.0001093448,0.0001234963,0.220477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7597804,"threshold_uncertainty_score":0.9995302,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294619396","doi":"10.1002/sd.2395","title":"Sustainable development and stakeholder engagement in the agri‐food sector: Exploring the nexus between biodiversity conservation and information technology","year":2022,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Business; Stakeholder; Nexus (standard); Public relations; Stakeholder engagement; Credibility; Environmental resource management; Promotion (chess); Marketing; Knowledge management; Environmental planning; Political science; Engineering; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.03908936290668442,"gpt":0.189483662255976,"spread":0.1503942993492916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002824366,0.0002815944,0.0002168684,0.0007271183,0.002874276,0.0004845693,0.0004927429,0.00005787251,0.00004911738],"category_scores_gemma":[0.0001826929,0.000224626,0.00001956868,0.001574639,0.0001762813,0.002917475,0.002429546,0.0004402348,0.00001061821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001255341,"about_ca_system_score_gemma":0.0002131376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000631408,"about_ca_topic_score_gemma":0.00006555595,"domain_scores_codex":[0.9977269,0.00008642796,0.0004925622,0.0003489152,0.0005890522,0.0007562027],"domain_scores_gemma":[0.9991558,0.0001109341,0.0002354049,0.0002969602,0.0001825269,0.00001836545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001270004,0.0003048737,0.8325984,0.002595093,0.0001539106,0.0001929585,0.05332356,0.00124765,0.000006760853,0.08035125,0.002497446,0.02660103],"study_design_scores_gemma":[0.0004228638,0.00001476285,0.3847861,0.000005910507,0.00001491069,0.000002775737,0.2411578,0.00001506482,0.00002853205,0.001241152,0.3721169,0.0001932842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900584,0.0001304804,0.0001537844,0.007290641,0.0000712758,0.001745075,0.000002111468,0.00008531888,0.000462909],"genre_scores_gemma":[0.996622,0.000009920062,0.000231376,0.001742501,0.00004008443,0.001010698,0.0001041555,0.00001244518,0.000226882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4478124,"threshold_uncertainty_score":0.9984239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079941791","doi":"10.1002/sd.172","title":"Shell, Nigeria and the Ogoni. A study in unsustainable development: III. Analysis and implications of Royal Dutch/Shell group strategy","year":2001,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"Kingston University","keywords":"Trilogy; Stakeholder; Context (archaeology); Sustainability; Outreach; Business; Corporate group; Sustainability reporting; Sustainable development; Political science; Corporate governance; Economic growth; Economics; Corporate social responsibility; Public relations; Geography; Computer science; Law; Finance","retraction":null,"screen_n_in":null,"score":{"opus":0.008793296361938647,"gpt":0.2215476787858435,"spread":0.2127543824239048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002311886,0.0003147154,0.0005603879,0.001020376,0.0006566347,0.0003720749,0.0002909281,0.00008873039,0.000210772],"category_scores_gemma":[0.00006472329,0.0002629423,0.00004767435,0.00206475,0.0001677511,0.0004924897,0.000466755,0.0001723927,0.00001321191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003642533,"about_ca_system_score_gemma":0.0003955862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001611266,"about_ca_topic_score_gemma":0.002002595,"domain_scores_codex":[0.9975161,0.00004281346,0.001018672,0.0005219408,0.0002458408,0.000654633],"domain_scores_gemma":[0.9987847,0.00007247083,0.0003709809,0.0002825853,0.0004573312,0.00003189425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002953927,0.0005784768,0.846657,0.0003596083,0.0008232818,0.00006898307,0.01247914,0.0003583215,0.000006165648,0.1247237,0.0004395807,0.01321035],"study_design_scores_gemma":[0.003652202,0.00001152593,0.8557625,0.00001318079,0.00009580576,0.00000179191,0.08823595,0.0003081782,0.0000109786,0.003185956,0.04831164,0.0004103315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824674,0.0001435983,0.0006128138,0.0007042083,0.00004582215,0.001387033,4.008547e-7,0.00004790627,0.01459083],"genre_scores_gemma":[0.9903001,0.00002633686,0.0005778606,0.0004947484,0.00003966279,0.0003554791,0.00004624528,0.00002377648,0.008135828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1215378,"threshold_uncertainty_score":0.9999823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984452275","doi":"10.1002/sd.421","title":"Deepening the debate over ‘sustainable science’: Indigenous perspectives as a guide on the journey","year":2009,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Environmental and Cultural Studies in Latin America and Beyond","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cape Breton University","funders":"","keywords":"Indigenous; Epistemology; Environmental ethics; Sociology; Sustainable development; Natural (archaeology); Traditional knowledge; Engineering ethics; Political science; Ecology; Philosophy; Engineering; Geography; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.00538179135031397,"gpt":0.2335811867564672,"spread":0.2281993954061532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001000068,0.0002721216,0.0001598328,0.00004358677,0.005152824,0.0002479859,0.000843164,0.00003971388,0.002388864],"category_scores_gemma":[0.0001633291,0.0001336174,0.00006606423,0.0008637985,0.001063523,0.0003178939,0.0006443869,0.0002703934,0.0003636178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00203827,"about_ca_system_score_gemma":0.000139236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005523404,"about_ca_topic_score_gemma":0.00001074568,"domain_scores_codex":[0.9971321,0.00006000064,0.0002686586,0.0004870942,0.0008822475,0.00116985],"domain_scores_gemma":[0.9993048,0.00006771059,0.0001240258,0.0003346028,0.00003603536,0.0001328135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000308135,0.001563675,0.01238808,0.00005122111,0.0002511608,0.001256999,0.5748075,0.004499716,0.005987415,0.1336384,0.07714836,0.1880994],"study_design_scores_gemma":[0.0002559503,0.0002915741,0.08500399,0.00001470981,0.00001485195,0.00003396094,0.3893673,0.00001795466,0.003503346,0.005170745,0.5159031,0.000422633],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7161708,0.0002787942,0.0000295627,0.003014253,0.00003923722,0.0006051321,2.124929e-7,0.00003750093,0.2798245],"genre_scores_gemma":[0.9000748,0.00007110358,0.0003792025,0.002951468,0.00003869897,0.00006998335,9.904496e-7,0.00001038638,0.09640338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4387547,"threshold_uncertainty_score":0.9985231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404539861","doi":"10.1002/sd.3256","title":"Financing methods for solid waste management: A review of typology, classifications, and circular economy implications","year":2024,"lang":"en","type":"review","venue":"Sustainable Development","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Typology; Business; Context (archaeology); Sustainability; Finance; Flexibility (engineering); Circular economy; Municipal solid waste; Work (physics); Multiple-criteria decision analysis; Environmental economics; Economics; Waste management; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.04384679468061133,"gpt":0.3847397142259405,"spread":0.3408929195453292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001992893,0.000444329,0.001216953,0.0002660347,0.000241295,0.00005290227,0.0006209666,0.0001422523,0.0001495991],"category_scores_gemma":[0.00007971671,0.0003976034,0.0002441617,0.0007445202,0.0001521783,0.0001097526,0.001573183,0.0001888934,0.00008666002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001199607,"about_ca_system_score_gemma":0.0001993472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001853792,"about_ca_topic_score_gemma":0.000002029796,"domain_scores_codex":[0.9970827,0.0001772485,0.001185802,0.0008342134,0.0001164217,0.0006035843],"domain_scores_gemma":[0.9984228,0.0001192371,0.0004980919,0.0008022599,0.00004493989,0.0001126496],"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":[6.292425e-7,0.00002712671,5.554297e-7,0.3263353,0.0002402704,0.000004583517,0.00008468848,0.00001110976,3.005772e-8,0.0201255,0.006479805,0.6466905],"study_design_scores_gemma":[0.00007517498,0.00001374288,0.000004055457,0.01616301,0.001231459,0.000009067435,0.0005949812,0.00005780504,0.000001300525,0.002851842,0.9786231,0.0003744685],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.759345e-7,0.9620133,0.00983137,0.0002601864,0.0000678361,0.004848473,0.000009437749,0.00003350351,0.0229356],"genre_scores_gemma":[0.000002248364,0.9357218,0.04979401,0.000180771,0.0000170236,0.004932301,0.0001351862,0.00006140213,0.009155247],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9721433,"threshold_uncertainty_score":0.9998476,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1831319083","doi":"10.1002/sd.538","title":"Oil Companies and Sustainable Community Development in the Niger Delta, Nigeria: the Issue of Reciprocal Responsibility and its Implications for Corporate Citizenship Theory and Practice","year":2011,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Multinational corporation; Corporate social responsibility; Reciprocal; Sustainable development; Citizenship; Niger delta; Community development; Political science; Sociology; Environmental ethics; Business; Public relations; Law; Delta; Politics","retraction":null,"screen_n_in":null,"score":{"opus":0.07319468394536895,"gpt":0.2642858907604814,"spread":0.1910912068151125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01439653,0.000240613,0.0004276669,0.0002058643,0.001103591,0.0001260388,0.0003620735,0.0001131331,0.00002344388],"category_scores_gemma":[0.002259467,0.0001861395,0.00002883527,0.0002909077,0.0002336404,0.000262523,0.000462146,0.0003054771,0.00000415323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000289472,"about_ca_system_score_gemma":0.0002893724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002340929,"about_ca_topic_score_gemma":0.0001209074,"domain_scores_codex":[0.9976557,0.0003703079,0.0008999288,0.0003977534,0.00005289397,0.000623368],"domain_scores_gemma":[0.996901,0.00181112,0.0005545692,0.0003583959,0.0002835192,0.0000914224],"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":[0.001307453,0.0002347055,0.03762723,0.0009344494,0.0002023695,0.00001103565,0.1273312,0.000004813262,0.000007293514,0.8218736,0.0006089251,0.009856904],"study_design_scores_gemma":[0.001010666,0.0001033799,0.5391352,0.00002926241,0.00001461078,0.00003579459,0.1550267,0.00002608436,0.0001845958,0.1634893,0.140509,0.0004354398],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873909,0.003772595,0.0002764548,0.001962707,0.00004038749,0.0007445212,0.00001596102,0.00001443038,0.005781981],"genre_scores_gemma":[0.9888108,0.0003060784,0.003817112,0.0007392242,0.000011469,0.0004234246,0.00001814557,0.00002023682,0.005853462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6583843,"threshold_uncertainty_score":0.8488038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384930641","doi":"10.1002/sd.2685","title":"Transmission of knowledge and social learning for disaster risk reduction and building resilience: A Delphi study","year":2023,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"International Development Research Centre","keywords":"Disaster risk reduction; Community resilience; Resilience (materials science); Transformative learning; Knowledge management; Process (computing); Knowledge sharing; Environmental resource management; Sociology; Political science; Process management; Business; Computer science; Resource (disambiguation); Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.01586232146736262,"gpt":0.3152306397132276,"spread":0.299368318245865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001577791,0.00008862942,0.0001314654,0.0001861099,0.001541637,0.00007105825,0.00009939171,0.00004330361,0.000006184129],"category_scores_gemma":[0.00009043594,0.00008162567,0.00001950902,0.0004643725,0.0001729221,0.0002124943,0.0001168561,0.00006818927,0.000001088763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007178594,"about_ca_system_score_gemma":0.0001460632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001180817,"about_ca_topic_score_gemma":0.00004349031,"domain_scores_codex":[0.9988279,0.0001430029,0.0001956499,0.000258113,0.0002171531,0.0003581627],"domain_scores_gemma":[0.9996401,0.00006886874,0.0000828479,0.00004057515,0.0001150919,0.00005249073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008829025,0.0001202462,0.01362392,0.0004244398,0.00003591463,0.000004876927,0.7753893,0.00009000298,0.0001736543,0.004890882,0.0005108009,0.2046477],"study_design_scores_gemma":[0.0005548514,0.0001036006,0.04466294,0.00003092535,0.00002794263,1.798476e-7,0.873114,0.0002489521,0.00008512958,0.001325387,0.07969294,0.000153144],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956437,0.0001108643,0.001533028,0.0001971202,0.00006047681,0.0008346469,2.261848e-7,0.0000553118,0.001564661],"genre_scores_gemma":[0.9815186,0.00009623004,0.00057883,0.000001917164,0.00004157767,0.00007529077,0.000001869874,0.000008016569,0.01767768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2044946,"threshold_uncertainty_score":0.9997582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3157132931","doi":"10.1002/sd.2196","title":"Confronting inequality in the “new normal”: Hyper‐capitalism, proto‐socialism, and post‐pandemic recovery","year":2021,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"Economic and Social Research Council","keywords":"Economics; Inequality; Economic inequality; Capitalism; Socialism; Capital (architecture); Labour economics; Economic system; Market economy; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.02094179033650198,"gpt":0.2318892282412537,"spread":0.2109474379047517,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002267971,0.0001836597,0.0003719177,0.0001583179,0.0002426707,0.0001952756,0.0002351747,0.0001242674,0.0003095306],"category_scores_gemma":[0.000434142,0.0001903409,0.00005894927,0.0002563656,0.00004932352,0.0003760751,0.0001839277,0.0002302725,0.00009632255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003441497,"about_ca_system_score_gemma":0.0005679656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001141791,"about_ca_topic_score_gemma":0.0003464319,"domain_scores_codex":[0.9981849,0.00009183741,0.0007284927,0.0004121618,0.00002739391,0.0005552],"domain_scores_gemma":[0.9992066,0.0001328592,0.000239901,0.0002750521,0.00006189247,0.00008368082],"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":[0.00004026007,0.00007595403,0.06756806,0.0001916253,0.00005216632,0.00006367898,0.02859326,0.00001709194,0.00001283348,0.8979007,0.001128694,0.004355657],"study_design_scores_gemma":[0.001390595,0.00004689694,0.1555806,0.00003924429,0.000006625247,0.00005211495,0.03133315,0.00001765617,0.0002692007,0.3187331,0.4918713,0.000659563],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741052,0.00262018,0.0001574572,0.002029966,0.0001552706,0.0005393641,0.00001907695,0.00002814883,0.02034538],"genre_scores_gemma":[0.9733596,0.0002046509,0.0007021897,0.002372285,0.0001592237,0.0001294965,0.00005082451,0.00002421618,0.02299747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5791677,"threshold_uncertainty_score":0.7761877,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291365117","doi":"10.1002/sd.2378","title":"Sustainability management and social license to operate in the extractive industry: The cross‐cultural gap with Indigenous communities","year":2022,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Mining and Resource Management","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Indigenous; Sustainability; License; Social connectedness; Public relations; Corporate social responsibility; Business; Sociology; Political science; Psychology; Social psychology; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.01350177918866465,"gpt":0.2412178916568773,"spread":0.2277161124682127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001174819,0.0002028799,0.0001463334,0.0001392884,0.001933812,0.0003039376,0.000442082,0.00004517127,0.00003731751],"category_scores_gemma":[0.000006849359,0.0001248643,0.00001740254,0.0005075263,0.0001107801,0.00008944877,0.0005878703,0.0006932447,0.00000170267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082113,"about_ca_system_score_gemma":0.00009914967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003348711,"about_ca_topic_score_gemma":0.00007536665,"domain_scores_codex":[0.9984352,0.0002234966,0.0002088381,0.0001717515,0.0003556738,0.0006050173],"domain_scores_gemma":[0.9995369,0.00005366483,0.00003097288,0.0002390226,0.0001018426,0.00003761043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009806457,0.00009482394,0.003559265,0.0003519728,0.0001315575,0.0003625149,0.8681064,0.1187308,4.716813e-7,0.002801131,0.001487876,0.004275076],"study_design_scores_gemma":[0.0003035255,0.00004933901,0.05976426,0.000006260612,0.00000997138,0.00001165034,0.7626628,0.0001143886,0.000006416208,0.00003772522,0.1768535,0.0001801178],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902725,0.0001114183,0.00003659645,0.001189486,0.00003382717,0.001350743,0.000002440403,0.00006719752,0.006935743],"genre_scores_gemma":[0.992372,0.000006185888,0.0001172922,0.0004326163,0.00001891235,0.001315479,0.00001323749,0.00002194644,0.0057023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1753656,"threshold_uncertainty_score":0.9993655,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393275980","doi":"10.1002/sd.2979","title":"The relative importance of <scp>ESG</scp> pillars: A two‐step machine learning and analytical framework","year":2024,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Leverage (statistics); Sustainability; Corporate social responsibility; Prioritization; Corporate governance; Business; Cluster analysis; Industrial organization; Process management; Accounting; Computer science; Public relations; Finance; Political science; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.0118923690007552,"gpt":0.2640024436488701,"spread":0.2521100746481149,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002244069,0.0002152194,0.000271687,0.0002051365,0.0006408601,0.0005424445,0.0001553647,0.00009129667,0.00001953357],"category_scores_gemma":[0.008576225,0.0001663176,0.0000764878,0.001301187,0.0001659364,0.0005579174,0.0005078812,0.0004667941,0.00002000673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002436037,"about_ca_system_score_gemma":0.000448774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001323101,"about_ca_topic_score_gemma":0.0000812857,"domain_scores_codex":[0.9979109,0.00003915769,0.00065967,0.0004172149,0.0004167831,0.0005563226],"domain_scores_gemma":[0.997949,0.001019143,0.0003624528,0.0001833966,0.0004571668,0.00002886289],"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":[0.000041835,0.00004327872,0.4202144,0.00121454,0.0002597581,0.001299838,0.002372052,0.00005134857,0.00001628044,0.5412709,0.0006059454,0.03260984],"study_design_scores_gemma":[0.0003171482,0.00002480853,0.04475215,0.000362243,0.0001197953,0.00002143518,0.02284154,0.01705518,0.00004870549,0.1444141,0.7697795,0.0002634086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739991,0.003787135,0.003961046,0.0008306011,0.0001862758,0.000567841,3.866109e-7,0.0002103238,0.01645728],"genre_scores_gemma":[0.983997,0.00004999865,0.001409836,0.0001165032,0.0001851952,0.00003348176,0.000008481346,0.00003969963,0.01415976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7691736,"threshold_uncertainty_score":0.9997749,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043262240","doi":"10.1002/sd.165","title":"Struggling toward sustainability: considering grassroots development","year":2001,"lang":"en","type":"article","venue":"Sustainable Development","topic":"African cultural and philosophical studies","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nipissing University","funders":"","keywords":"Grassroots; Extant taxon; Dichotomy; Articulation (sociology); Sustainability; Sustainable development; Action (physics); Sociology; Environmental ethics; Political science; Epistemology; Law; Biology; Ecology; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.04349448035195846,"gpt":0.2988605205640247,"spread":0.2553660402120662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001172831,0.0002877066,0.0003336421,0.0001259333,0.002946589,0.0001861036,0.0003442989,0.0001301041,0.0003406718],"category_scores_gemma":[0.0008765101,0.000253577,0.00006732139,0.0007822544,0.0003243365,0.0003194308,0.0003693537,0.0002286283,0.00006039904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002497875,"about_ca_system_score_gemma":0.002365959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007307115,"about_ca_topic_score_gemma":0.0005685976,"domain_scores_codex":[0.9967244,0.0001391849,0.0005079646,0.0004915423,0.0007284383,0.001408477],"domain_scores_gemma":[0.9983032,0.0001396408,0.0001165988,0.0001573082,0.0009313916,0.0003518572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001585404,0.0004150656,0.07231215,0.0006227878,0.0003771982,0.001695829,0.4442781,0.0002140656,0.00001414215,0.306041,0.00249753,0.1713736],"study_design_scores_gemma":[0.0002060137,0.0000146064,0.005767189,0.00002132728,0.000007344741,0.000003027543,0.1834334,0.000002232391,0.0001012561,0.02728496,0.7827699,0.0003887437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8721173,0.0009531855,0.001720182,0.02080048,0.0003291265,0.001458901,0.00000100704,0.0005905492,0.1020293],"genre_scores_gemma":[0.9760234,0.00008907854,0.003561069,0.0002651832,0.0001988095,0.0001607946,0.000008297568,0.0000187322,0.01967468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7802724,"threshold_uncertainty_score":0.9999917,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3047271533","doi":"10.1002/sd.2106","title":"‘If you kill tobacco, you kill Malawi’: Structural barriers to tobacco diversification for sustainable development","year":2020,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Tobacco control; Tobacco industry; Diversification (marketing strategy); Business; Cultivation of tobacco; Convention; Sustainable development; Economic growth; Scope (computer science); Agriculture; Development economics; Political science; Marketing; Economics; Geography; Public health","retraction":null,"screen_n_in":null,"score":{"opus":0.02111856136463773,"gpt":0.2650819418966862,"spread":0.2439633805320484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001496992,0.0005969717,0.0006868771,0.0004762219,0.001903912,0.0005488347,0.0008950643,0.000250954,0.0005254018],"category_scores_gemma":[0.003331043,0.0005855106,0.0001336699,0.001474013,0.00007687179,0.001514379,0.001252256,0.0002482784,0.0003446227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0015258,"about_ca_system_score_gemma":0.001568472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002841753,"about_ca_topic_score_gemma":0.00005898708,"domain_scores_codex":[0.9944823,0.00004262961,0.001143206,0.001043281,0.0005076141,0.002780919],"domain_scores_gemma":[0.9968516,0.0000817001,0.0004327325,0.0004126618,0.00169334,0.0005279934],"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":[0.0005183019,0.00006144657,0.03054623,0.002517286,0.0001975627,0.0001263443,0.005120384,0.003346704,0.00001530283,0.1768922,0.7643359,0.01632237],"study_design_scores_gemma":[0.0008952309,0.00004211155,0.02164766,0.00002211215,0.00002729189,0.00000142665,0.05837822,0.000507367,0.00004183128,0.0009068919,0.9168116,0.0007182506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8537226,0.0001661572,0.004140533,0.1176384,0.0009354018,0.005934542,0.00001519984,0.000681811,0.0167654],"genre_scores_gemma":[0.8781592,0.00001161948,0.009527829,0.09546982,0.001642037,0.0009848208,0.0006026177,0.0001283419,0.01347368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1759853,"threshold_uncertainty_score":0.9996597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125915709","doi":"10.1002/sd.414","title":"Viability of small‐scale arsenic‐contaminated‐water purification technologies for sustainable development in Pakistan","year":2009,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Appropriate technology; Scale (ratio); Arsenic; Business; Arsenic contamination of groundwater; Sustainable development; Water supply; Environmental planning; Software deployment; Water treatment; Natural resource economics; Environmental science; Environmental engineering; Engineering; Geography; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.006717046606387752,"gpt":0.231077779037158,"spread":0.2243607324307703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001421095,0.000242632,0.0002806807,0.0002395458,0.0002826136,0.00004141749,0.0003300389,0.0001686425,0.0001428204],"category_scores_gemma":[0.0001219977,0.0002178476,0.00005048408,0.0004835521,0.0001311711,0.0003614594,0.0002065285,0.0001277556,0.00002560821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002179232,"about_ca_system_score_gemma":0.0002404122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001033159,"about_ca_topic_score_gemma":0.0002603336,"domain_scores_codex":[0.997498,0.00005169897,0.000779508,0.0005291634,0.0002989404,0.0008426817],"domain_scores_gemma":[0.9991878,0.00004653975,0.0001678565,0.0003314452,0.0002002058,0.00006614776],"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":[0.0004726059,0.002125913,0.04086147,0.001069917,0.00005853473,0.0001384325,0.055718,0.0009255954,0.02827984,0.02999933,0.00103872,0.8393117],"study_design_scores_gemma":[0.00148589,0.0001601192,0.249604,0.00003778647,0.00001262738,0.000003464979,0.07502937,0.0002852695,0.4681204,0.009541173,0.1951147,0.000605225],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981307,0.00003949396,0.01037498,0.0008066725,0.00002762066,0.002039963,8.166601e-7,0.0001452757,0.005258234],"genre_scores_gemma":[0.9674765,0.000006182197,0.01712136,0.00006303846,0.000003935508,0.0003957405,0.00006651202,0.00001416765,0.0148526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8387064,"threshold_uncertainty_score":0.8883568,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393275280","doi":"10.1002/sd.2975","title":"Indonesia's sustainable development goals in relation to curbing and monitoring the illegal wildlife trade","year":2024,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wildlife Conservation Society Canada","funders":"Royal Geographical Society; Oxford Brookes University; People's Trust for Endangered Species; Global Challenges Research Fund; Cleveland Zoological Society; Bournemouth University","keywords":"Wildlife; Wildlife trade; Sustainable development; Natural resource economics; Relation (database); Business; Environmental resource management; Environmental planning; Economics; Geography; Ecology; Biology; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.00894484517946332,"gpt":0.206491001094206,"spread":0.1975461559147426,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001144476,0.0002192248,0.0001489863,0.0002630626,0.0008310694,0.0002983404,0.0002539357,0.00007074798,0.00007131518],"category_scores_gemma":[0.0000495048,0.0001792959,0.00002563884,0.001017972,0.00007003517,0.0003693885,0.0008619331,0.0001882322,0.00007540592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001933865,"about_ca_system_score_gemma":0.0001861521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004825589,"about_ca_topic_score_gemma":0.00005016422,"domain_scores_codex":[0.9979112,0.00006497616,0.0003524844,0.0004887829,0.0004757303,0.0007068182],"domain_scores_gemma":[0.9995657,0.00006649854,0.00004366062,0.0001731927,0.00001942854,0.0001315784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003134792,0.00006166688,0.9107367,0.000331646,0.00004445952,0.0004564983,0.05545048,0.00220696,0.00002892253,0.0005342528,0.002442558,0.02767447],"study_design_scores_gemma":[0.0001405096,0.00001041918,0.610654,0.00004987421,0.000006442188,0.00000249474,0.03150396,0.00008280294,0.0001503653,0.00006700963,0.3571503,0.0001818154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892213,0.0003213401,0.0005015661,0.005841787,0.0001225161,0.0009297653,2.651685e-7,0.00008376234,0.00297772],"genre_scores_gemma":[0.9836898,0.00003120078,0.001247604,0.0003756643,0.00003596812,0.0001238192,0.000005206808,0.00001729254,0.01447344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3547077,"threshold_uncertainty_score":0.7311475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2840630452","doi":"10.1002/sd.1852","title":"Toward sustainable development: A methodology for evaluating environmental planning systems","year":2018,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; Irish Research Council for the Humanities and Social Sciences; European Commission","keywords":"Sustainable development; Strengths and weaknesses; Environmental planning; Environmental resource management; Environmental management system; Business; Environmental impact assessment; Process management; Political science; Environmental science","retraction":null,"screen_n_in":null,"score":{"opus":0.08269324617121354,"gpt":0.3532783856713345,"spread":0.270585139500121,"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":[0.002847141,0.0005001445,0.0004914028,0.0001496155,0.001851709,0.0001789439,0.000542765,0.0002272277,0.001155157],"category_scores_gemma":[0.0002154866,0.0004973512,0.00009233259,0.0003377736,0.0004057398,0.0006435395,0.001078152,0.0002078579,0.0004793627],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004171529,"about_ca_system_score_gemma":0.0003065905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002256092,"about_ca_topic_score_gemma":0.000007036682,"domain_scores_codex":[0.9952618,0.0002726458,0.0007740717,0.0008564339,0.0008079842,0.002027042],"domain_scores_gemma":[0.9987735,0.0002075821,0.0003071244,0.0003192,0.00004002242,0.0003526222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002292939,0.003335586,0.3609329,0.003131269,0.001932998,0.00181537,0.4209483,0.008266486,0.03671303,0.01271033,0.02743924,0.1204816],"study_design_scores_gemma":[0.003212894,0.0009935539,0.1289357,0.00009067733,0.0000982248,0.00005798971,0.2517649,0.001182342,0.02236265,0.002511099,0.5867198,0.002070237],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9532837,0.0002267334,0.03183938,0.0000880977,0.000363626,0.00228827,0.000004718793,0.0001361803,0.01176928],"genre_scores_gemma":[0.885056,0.000005183297,0.0672189,0.0002700503,0.0001529479,0.00085717,0.00008235644,0.00007715583,0.04628026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5592805,"threshold_uncertainty_score":0.9997579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4363679553","doi":"10.1002/sd.2537","title":"The sustainable transport planning index: A tool for the sustainable implementation of public transportation","year":2023,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario College of Art and Design","funders":"Mitacs; Government of Ontario","keywords":"Sustainable transport; Sustainability; Comparability; Transportation planning; Public transport; Analytic hierarchy process; Greenhouse gas; Context (archaeology); Index (typography); Environmental economics; Process (computing); Sustainable development; Business; Computer science; Transport engineering; Operations research; Economics; Engineering; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.02661099110717296,"gpt":0.3289069488761776,"spread":0.3022959577690046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00654375,0.0002355789,0.0002619389,0.0002407944,0.005026329,0.0002626563,0.0007145336,0.0001278168,0.00009447856],"category_scores_gemma":[0.0001937339,0.0001692217,0.0001556441,0.00207211,0.0003369026,0.0009673373,0.00003111466,0.0001720977,0.000002928438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006634494,"about_ca_system_score_gemma":0.003510802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006126672,"about_ca_topic_score_gemma":0.004025559,"domain_scores_codex":[0.9959578,0.00009759745,0.0008215387,0.0004071664,0.0008200622,0.001895826],"domain_scores_gemma":[0.997269,0.0005463324,0.0003019802,0.0003205079,0.0014397,0.0001224677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001844849,0.00009092443,0.5710462,0.001066339,0.0002046455,0.0001197457,0.1239583,0.000428932,0.000008039085,0.2884619,0.002681422,0.01174908],"study_design_scores_gemma":[0.0004155383,0.00002139763,0.3267382,0.000006593863,0.00002603489,5.559411e-8,0.401115,0.00001413805,0.0001424209,0.006022702,0.2653539,0.0001440251],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803286,0.0004741359,0.008783408,0.004220413,0.000174058,0.004380244,0.0000135912,0.0002447798,0.001380809],"genre_scores_gemma":[0.9458099,0.00006684865,0.0001139089,0.00005389072,0.00008207624,0.001288021,0.0001737758,0.0000302895,0.05238127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2824392,"threshold_uncertainty_score":0.996269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001050574","doi":"10.1002/sd.393","title":"Greening Garhwal through stakeholder engagement: the role of ecofeminism, community and the state in sustainable development","year":2009,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Ecofeminism; Sustainable development; Environmental ethics; State (computer science); Collusion; Stakeholder; Subject (documents); Sociology; Work (physics); Political science; Business; Public relations; Engineering; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.01874161849207878,"gpt":0.2035289800317458,"spread":0.184787361539667,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003544186,0.0002446477,0.0002472373,0.00009142741,0.001816322,0.0001062054,0.000624653,0.00005036812,0.0001576296],"category_scores_gemma":[0.00008280132,0.000161837,0.00003726454,0.0005663656,0.0004165883,0.0002572354,0.001391251,0.0003800977,0.00001322863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006483344,"about_ca_system_score_gemma":0.000148231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004540609,"about_ca_topic_score_gemma":0.0005278576,"domain_scores_codex":[0.9975317,0.0004532947,0.0004898143,0.0002832698,0.0005071299,0.0007348401],"domain_scores_gemma":[0.9991112,0.0001813348,0.0001897853,0.000394594,0.0000616705,0.00006143147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000434179,0.0006067571,0.2756827,0.0002562613,0.0001490543,0.0001259162,0.64307,0.00301126,0.00003684576,0.006181567,0.0009795628,0.06946588],"study_design_scores_gemma":[0.001242019,0.00003666753,0.5079909,0.0000194279,0.00001445728,0.000001728001,0.2439801,0.00008691883,0.0006131706,0.007088611,0.238706,0.0002199646],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744739,0.000269514,0.000265682,0.001128645,0.0000188645,0.001132021,7.487663e-7,0.00002915845,0.0226815],"genre_scores_gemma":[0.9850726,0.00005541009,0.001166303,0.0007680264,0.000005854699,0.00005363329,0.00001008733,0.000009478594,0.01285868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3990898,"threshold_uncertainty_score":0.9994832,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945325324","doi":"10.1002/sd.1955","title":"Between hesitation and decisiveness—Understanding consumers' ego, altruism, and eagerness to pay for renewable energy","year":2019,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of New Brunswick","funders":"Mitacs","keywords":"Altruism (biology); Renewable energy; Economics; Scarcity; Ethical egoism; Value (mathematics); Microeconomics; Social psychology; Environmental economics; Positive economics; Psychology; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.01312121267997787,"gpt":0.2412353613743781,"spread":0.2281141486944002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005777939,0.0001801467,0.0002062864,0.00008342713,0.0003558164,0.00008336511,0.0001113157,0.00007195,0.0003586992],"category_scores_gemma":[0.00009524189,0.000162325,0.00002152307,0.0001979137,0.00008795282,0.0002723299,0.0002593735,0.00005070072,0.000024372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001620829,"about_ca_system_score_gemma":0.0001078903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000910058,"about_ca_topic_score_gemma":0.0001359684,"domain_scores_codex":[0.9984579,0.0000482516,0.0002634302,0.0005196864,0.0002297956,0.000480943],"domain_scores_gemma":[0.9992806,0.0002034435,0.0000677839,0.0001847947,0.00002236505,0.0002409788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008687218,0.00007814922,0.970175,0.0002757372,0.00003459918,0.000008907221,0.007180782,0.0006820475,0.0002836283,0.002827058,0.001734828,0.01663241],"study_design_scores_gemma":[0.0009154897,0.0001128339,0.6794268,0.00002340177,0.00001967383,0.000004891973,0.0602413,0.00008969464,0.00307925,0.01678113,0.2387832,0.0005223406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618609,0.00004921464,0.03447079,0.0007725807,0.00007856945,0.0009494849,0.000002574692,0.00002685937,0.001789029],"genre_scores_gemma":[0.9760033,0.00001254189,0.004841965,0.0003445427,0.0000102282,0.0001624553,0.00002327436,0.00001961612,0.01858203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2907481,"threshold_uncertainty_score":0.661942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2143204195","doi":"10.1002/sd.314","title":"Determining barriers to sustainability within the Costa Rican coffee industry","year":2006,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; North Carolina Pork Council","keywords":"Sustainability; Sustainability organizations; Inclusion (mineral); Business; Social sustainability; Work (physics); Order (exchange); Environmental resource management; Process management; Environmental economics; Environmental planning; Economics; Engineering; Sociology; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.01056379457811173,"gpt":0.2413222251675295,"spread":0.2307584305894177,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002202724,0.0004905301,0.0004218784,0.000341719,0.002048458,0.001037792,0.0007869583,0.0002827887,0.0001165891],"category_scores_gemma":[0.00300262,0.0003971748,0.0001277712,0.001988381,0.000277521,0.0009888966,0.0006767497,0.0006147796,0.00003067321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002473393,"about_ca_system_score_gemma":0.002181169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006517848,"about_ca_topic_score_gemma":0.000551112,"domain_scores_codex":[0.9961718,0.00007659268,0.0007546823,0.0006807216,0.0007124103,0.001603808],"domain_scores_gemma":[0.9974378,0.00009667993,0.0002983859,0.0005937736,0.001405998,0.0001673071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002619962,0.000420464,0.7557001,0.001564867,0.0001445701,0.0006598468,0.01278934,0.00496626,0.00001272962,0.1809555,0.03796002,0.004564333],"study_design_scores_gemma":[0.0008018017,0.00003684063,0.2888866,0.00003844448,0.0000786117,0.000004054943,0.3923792,0.0001349124,0.0001055011,0.04397959,0.2725519,0.001002524],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737368,0.00003597897,0.0001624415,0.005273844,0.000330292,0.001827637,0.000004098071,0.0002860951,0.01834284],"genre_scores_gemma":[0.9915885,3.241678e-7,0.0001795409,0.003793165,0.0006200257,0.0001929362,0.00003372793,0.00005431241,0.003537423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4668135,"threshold_uncertainty_score":0.9999992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}