{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":14,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":14,"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","author_layer_release":"2026-06-26"},"query_hash":"1ffddcccb32e","filters":{"venue":"International Journal of Environment and Sustainable Development"}},"results":[{"id":"W2164645878","doi":"10.1504/ijesd.2002.000729","title":"Urban agriculture and sustainable urban systems: a benefits assessment of the garden movement in Havana, Cuba","year":2002,"lang":"en","type":"article","venue":"International Journal of Environment and Sustainable Development","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"McGill University","keywords":"Sustainability; Urban agriculture; Valuation (finance); Poverty; Urban planning; Contingent valuation; Environmental planning; Agriculture; Value (mathematics); Sustainable development; Business; Economic growth; Geography; Economics; Political science; Willingness to pay","authors":[{"name":"Patrick Henn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007315212167200805,"gpt":0.1808614225055697,"spread":0.173546210338369,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003572466,0.000201779,0.0002512903,0.001171881,0.001246704,0.001301011,0.0004594655,0.0003154122,0.001356652],"category_scores_gemma":[0.0004027581,0.0001266736,0.0002293908,0.0014373,0.0006200363,0.0004414353,0.0008431102,0.0002508627,0.00005679119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005205275,"about_ca_system_score_gemma":0.00113846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3034159,"about_ca_topic_score_gemma":0.5211454,"domain_scores_codex":[0.9998336,0.00007572097,0.000003912154,0.00001094992,0.00001635217,0.00005941333],"domain_scores_gemma":[0.9998098,0.00007461233,0.00003019228,0.000007857117,0.00004459169,0.00003302743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001831507,0.00190217,0.7995484,0.0007739885,0.000311544,0.007402932,0.04523546,0.02030305,0.010597,0.01960306,0.002457382,0.09003351],"study_design_scores_gemma":[0.00003973036,0.000433112,0.8161274,0.000157527,0.0001057114,0.000318513,0.1627463,0.00932556,0.00109473,0.001581949,0.008032882,0.00003659769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978823,0.00008322365,0.00006049708,0.00006969383,0.000001793901,0.00002069756,0.00006086902,7.241091e-7,0.001820187],"genre_scores_gemma":[0.9988785,0.000125124,0.0001017498,0.00001254491,0.000001295524,0.00001702008,0.00005692148,9.314139e-7,0.0008058356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3034159,"threshold_uncertainty_score":0.6032996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2942800074","doi":"10.1504/ijesd.2019.10020922","title":"Bioenergy technology development in Nigeria - pathway to sustainable energy development","year":2019,"lang":"en","type":"article","venue":"International Journal of Environment and Sustainable Development","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Royal University","funders":"","keywords":"Renewable energy; Bioenergy; Sustainable development; Business; Context (archaeology); Energy supply; Natural resource economics; Economic growth; Environmental economics; Economics; Energy (signal processing); Engineering; Political science; Geography","authors":[{"name":"P.O. Babalola","is_ca":false},{"name":"R.O. Leramo","is_ca":false},{"name":"Mfon Udo","is_ca":false},{"name":"Oluwaseun Kilanko","is_ca":false},{"name":"Olukunle C. Olawole","is_ca":false},{"name":"J.A. Oyebanji","is_ca":false},{"name":"Sunday O. Oyedepo","is_ca":false},{"name":"Ahme A. Attabo","is_ca":false},{"name":"T. Adekeye","is_ca":false},{"name":"Israel Dunmade","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003720266122707478,"gpt":0.1883483869031573,"spread":0.1846281207804498,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004967185,0.0003178011,0.0002625926,0.000992284,0.0006816377,0.002593131,0.0002367901,0.001143221,0.001705899],"category_scores_gemma":[0.0003508748,0.0002064654,0.0001821016,0.00159407,0.0006043619,0.001821832,0.000643508,0.00109161,0.0003467681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001391827,"about_ca_system_score_gemma":0.004287039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002968647,"about_ca_topic_score_gemma":0.008864729,"domain_scores_codex":[0.9997639,0.00005462394,0.00003568376,0.00002588874,0.00008416831,0.00003581286],"domain_scores_gemma":[0.9997898,0.00008718673,0.00004245047,0.000005118612,0.00005856835,0.00001702386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006093334,0.0001262795,0.002591021,0.02142301,0.00003289243,0.00247842,0.001975083,0.001736587,0.01196396,0.2051205,0.01614271,0.7363486],"study_design_scores_gemma":[0.000003689049,0.0001162516,0.003209339,0.01863707,0.00002781849,0.001785834,0.00391234,0.0004384833,0.003804879,0.02857748,0.9394629,0.00002385072],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003806975,0.9681571,0.0009137563,0.004419912,0.0008015289,0.00001728739,0.00002482805,0.000006479254,0.02185205],"genre_scores_gemma":[0.02679706,0.9669358,0.001603859,0.0005555152,0.00008055338,0.0000107466,0.000018905,0.000002339981,0.003995154],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002968647,"threshold_uncertainty_score":0.01009846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2091518821","doi":"10.1504/ijesd.2003.002360","title":"The WTO and environmental sustainability: is there a conflict?","year":2003,"lang":"en","type":"article","venue":"International Journal of Environment and Sustainable Development","topic":"World Trade Organization Law","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Sustainability; International trade; World trade; Liberalization; Business; Sustainable development; Corporate governance; Environmental governance; Free trade; International economics; Economics; Political science","authors":[{"name":"Ken Belcher","is_ca":true},{"name":"Anna L. Hobbs","is_ca":false},{"name":"William A. Kerr","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006020200123082559,"gpt":0.2297622213940964,"spread":0.2237420212710139,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01962629,0.0004651714,0.001031995,0.001594107,0.005946778,0.0158874,0.002111972,0.01748786,0.005881872],"category_scores_gemma":[0.03655074,0.0004217262,0.0005092281,0.004918898,0.03165131,0.01722172,0.005966355,0.01257505,0.0009230183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004786644,"about_ca_system_score_gemma":0.005277227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003336926,"about_ca_topic_score_gemma":0.0029608,"domain_scores_codex":[0.9799278,0.01078687,0.0009134491,0.001229097,0.005702185,0.00144063],"domain_scores_gemma":[0.9732598,0.02109558,0.00241763,0.0009797135,0.001448401,0.0007987988],"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":[0.00001201395,0.00001533783,0.0005723356,0.00005111303,0.00001059434,0.0001665556,0.00156574,0.0001540304,0.0000707229,0.9777826,0.009063559,0.0105353],"study_design_scores_gemma":[0.00001513604,0.00001658682,0.0007747118,0.0004884625,0.00001031831,0.0001829812,0.00312023,0.0003984054,0.0001031112,0.8607944,0.1340765,0.00001916933],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02262108,0.03854853,0.01181106,0.6772708,0.002450373,0.0000392799,0.00007081428,0.00002884316,0.2471592],"genre_scores_gemma":[0.7222574,0.03054215,0.005972914,0.20457,0.006298261,0.000203981,0.0001156819,0.0001030486,0.02993643],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01962629,"threshold_uncertainty_score":0.103795,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384079131","doi":"10.1504/ijesd.2023.132088","title":"Enhancing fairness in the Paris Agreement: lessons from the Montreal and Kyoto protocols and the path ahead","year":2023,"lang":"en","type":"article","venue":"International Journal of Environment and Sustainable Development","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Negotiation; Kyoto Protocol; Compliance (psychology); Montreal Protocol; Agreement; Greenhouse gas; Political science; Sustainable development; Business; Law; Psychology","authors":[{"name":"Donia Mahabadi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0405497748318766,"gpt":0.2592851016895859,"spread":0.2187353268577093,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04076742,0.0009924883,0.0008334761,0.001592461,0.007837903,0.01115319,0.002589447,0.009593749,0.005888377],"category_scores_gemma":[0.04456285,0.0004049778,0.001064942,0.001837347,0.02594865,0.01768299,0.008236289,0.01023358,0.000725708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01747491,"about_ca_system_score_gemma":0.0340394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07364146,"about_ca_topic_score_gemma":0.06555259,"domain_scores_codex":[0.9657074,0.0206286,0.0008565865,0.001878506,0.007394064,0.003534778],"domain_scores_gemma":[0.977751,0.01419007,0.001209831,0.001694651,0.003655931,0.001498447],"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":[0.00001511818,0.000008142769,0.0001119352,0.00003047413,0.000004729061,0.0000448989,0.000675688,0.0009440649,0.00002893019,0.9890934,0.002647587,0.00639497],"study_design_scores_gemma":[0.00003994983,0.00003626293,0.0004637425,0.0002081417,0.00001193711,0.00003344899,0.0008952212,0.001378724,0.0002274219,0.9130195,0.08362386,0.0000618925],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03554193,0.01581491,0.1149576,0.3617088,0.003959456,0.000274658,0.0001871866,0.0002757498,0.4672797],"genre_scores_gemma":[0.8709568,0.007062727,0.03674533,0.03244899,0.001760693,0.0003905807,0.0001357337,0.0001961474,0.0503029],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07364146,"threshold_uncertainty_score":0.2156013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2083635372","doi":"10.1504/ijesd.2002.000730","title":"Forest co-management in Northern Alberta: does it challenge the industrial model?","year":2002,"lang":"en","type":"article","venue":"International Journal of Environment and Sustainable Development","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Context (archaeology); Forest management; Sustainability; Sustainable forest management; Environmental resource management; Business; Pace; Forestry; Economics; Geography; Ecology","authors":[{"name":"Leslie Treseder","is_ca":false},{"name":"Naomi Krogman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01638844558323942,"gpt":0.2211835418847568,"spread":0.2047950963015174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004677283,0.0002012857,0.000302541,0.0008294319,0.01549252,0.006717276,0.002312262,0.001207397,0.001672949],"category_scores_gemma":[0.006633561,0.0001856805,0.0001677162,0.002271623,0.01147823,0.002223715,0.00317505,0.001676058,0.00009583354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08907137,"about_ca_system_score_gemma":0.128534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9756719,"about_ca_topic_score_gemma":0.9929492,"domain_scores_codex":[0.994635,0.001411451,0.0000850088,0.0003648443,0.001762178,0.001741504],"domain_scores_gemma":[0.9948725,0.00154701,0.0004614132,0.0002299282,0.001478052,0.001410963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001218808,0.0001700586,0.1076542,0.0007323932,0.00004719029,0.004498195,0.6416975,0.001836523,0.002275198,0.09884048,0.01350197,0.1286244],"study_design_scores_gemma":[0.000007606254,0.00005177163,0.06026438,0.000349033,0.00002330288,0.0003971209,0.8332709,0.0007138005,0.0004344661,0.004773891,0.09966364,0.00005012899],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8812265,0.005405943,0.002261759,0.03187729,0.0002016566,0.000115785,0.00007075263,0.00005235453,0.07878774],"genre_scores_gemma":[0.9911289,0.001331522,0.001161568,0.001047225,0.00001449324,0.00002198277,0.00003133668,0.000009801232,0.005253204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08907137,"threshold_uncertainty_score":0.6462611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2345434330","doi":"10.1504/ijesd.2016.076361","title":"Imports in the EU's renewable energy policy: environmental non-tariff barriers and developing country biodiesel","year":2016,"lang":"en","type":"article","venue":"International Journal of Environment and Sustainable Development","topic":"Energy, Environment, and Transportation Policies","field":"Energy","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Renewable energy; Tariff; Biodiesel; Business; Natural resource economics; Feed-in tariff; International trade; International economics; Developing country; Energy policy; Economics; Economic growth; Chemistry","authors":[{"name":"Alphanso Williams","is_ca":true},{"name":"William A. Kerr","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00405633414431285,"gpt":0.1984388951861937,"spread":0.1943825610418808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002773061,0.0003696418,0.0003945017,0.0005775547,0.001396493,0.007057223,0.0009802268,0.003898728,0.003157626],"category_scores_gemma":[0.004018317,0.0002640016,0.0008066445,0.001504878,0.00179599,0.002261827,0.001924165,0.00341761,0.0002535013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004192707,"about_ca_system_score_gemma":0.006583014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0282277,"about_ca_topic_score_gemma":0.02734179,"domain_scores_codex":[0.998317,0.0005186033,0.0001584123,0.0001742735,0.0004295098,0.0004022033],"domain_scores_gemma":[0.9987697,0.0005588008,0.0002904758,0.00008620349,0.0002138193,0.00008092957],"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":[0.0001644402,0.00009237561,0.006712629,0.0003123718,0.00003569949,0.001198864,0.001728535,0.006826389,0.002513827,0.9561757,0.007468121,0.01677105],"study_design_scores_gemma":[0.0001659716,0.0002968993,0.06619971,0.002704697,0.0002332388,0.001056481,0.01189968,0.007843787,0.01859268,0.2401867,0.6505948,0.0002253301],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3618549,0.01578847,0.01125135,0.1354978,0.0007177341,0.0001341595,0.001220258,0.0001382864,0.473397],"genre_scores_gemma":[0.9318643,0.006298133,0.006454434,0.02007928,0.0001439546,0.00008885968,0.0003429077,0.00009617033,0.03463205],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0282277,"threshold_uncertainty_score":0.05612677,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2164417997","doi":"10.1504/ijesd.2013.056330","title":"An assessment of energy balance from sugar-based ethanol for fuel-saving and climate policy - the case of an island economy","year":2013,"lang":"en","type":"article","venue":"International Journal of Environment and Sustainable Development","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"International Development Research Centre; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Fossil fuel; Energy balance; Renewable energy; Sustainability; Production (economics); Ethanol fuel; Efficient energy use; Raw material; Natural resource economics; Biofuel; Balance (ability); Greenhouse gas; Economics; Environmental science; Waste management; Ecology; Engineering","authors":[{"name":"Riad Sultan","is_ca":false},{"name":"Abdel Khoodaruth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007396494325967978,"gpt":0.2801322256530277,"spread":0.2727357313270597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007539712,0.0005350456,0.000394256,0.0009255445,0.0007202365,0.002197514,0.0007654965,0.00113398,0.004118321],"category_scores_gemma":[0.001744731,0.0002519087,0.0008834991,0.001106048,0.0007762423,0.001156867,0.001130325,0.0007979734,0.0001898131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005854902,"about_ca_system_score_gemma":0.001649873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06487259,"about_ca_topic_score_gemma":0.07984719,"domain_scores_codex":[0.9997446,0.0001318655,0.000009574987,0.00001779305,0.00004741357,0.00004872151],"domain_scores_gemma":[0.9996661,0.0001854042,0.000028084,0.00001675565,0.00006535731,0.00003827003],"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":[0.0007173545,0.0003126524,0.03116864,0.0005882567,0.000371193,0.006748624,0.001028748,0.7785337,0.01447044,0.1276911,0.002500988,0.03586828],"study_design_scores_gemma":[0.0001396092,0.0008223538,0.08313731,0.0002706142,0.0006200491,0.000678805,0.008330558,0.8299641,0.006855635,0.04835162,0.02066071,0.0001685365],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95314,0.0004149233,0.002750146,0.0008267848,0.00002157442,0.00009215059,0.0002923026,0.00003238973,0.0424297],"genre_scores_gemma":[0.9960434,0.0002879987,0.0009647622,0.00002341184,0.000003727293,0.00002384634,0.00006528437,0.000007943569,0.00257964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06487259,"threshold_uncertainty_score":0.12899,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387384920","doi":"10.1504/ijesd.2023.133827","title":"Highly cited articles in life cycle assessment research in 21st century: a systematic and visualised analysis","year":2023,"lang":"en","type":"article","venue":"International Journal of Environment and Sustainable Development","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":1,"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":"Systematic review; Life-cycle assessment; Political science; MEDLINE; Economics","authors":[{"name":"Maziar Ramezani Moziraji","is_ca":false},{"name":"Mohammad Reza Sabour","is_ca":false},{"name":"Ghorban Ali Dezvareh","is_ca":false},{"name":"Mir Amir Mohammad Reshadi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01931167228972412,"gpt":0.3175219240163095,"spread":0.2982102517265853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01092204,0.0007451724,0.001505197,0.1412942,0.001204765,0.006001757,0.0008248551,0.0006504497,0.005641834],"category_scores_gemma":[0.05133684,0.0003668516,0.001575897,0.1381742,0.0009055755,0.00323732,0.002983395,0.0005000381,0.0008796251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001857128,"about_ca_system_score_gemma":0.005262607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003643812,"about_ca_topic_score_gemma":0.008416411,"domain_scores_codex":[0.9866524,0.002898354,0.003722097,0.0009505801,0.005212945,0.0005635331],"domain_scores_gemma":[0.9197532,0.05457073,0.01270155,0.002014519,0.01008727,0.000872833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007285175,0.0001332857,0.1189035,0.1654315,0.002088049,0.002589876,0.02405646,0.001554774,0.01114648,0.01278046,0.02597024,0.6346169],"study_design_scores_gemma":[0.0001293904,0.000537237,0.4201206,0.08732115,0.005221901,0.005380938,0.04508917,0.002821218,0.008530254,0.0132519,0.4112239,0.0003723735],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5513209,0.2711222,0.01830398,0.0056636,0.001419821,0.003678884,0.1013653,0.001446933,0.0456784],"genre_scores_gemma":[0.7598598,0.132194,0.06147335,0.0005351231,0.0005408066,0.003381392,0.03313105,0.0003675291,0.008516983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8587058,"threshold_uncertainty_score":0.05776197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2147181211","doi":"10.1504/ijesd.2002.000731","title":"Designing emissions trading programs in Canada: the implications of market power on economic and environmental outcomes","year":2002,"lang":"en","type":"article","venue":"International Journal of Environment and Sustainable Development","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Emissions trading; Market power; Kyoto Protocol; Constraint (computer-aided design); Environmental economics; Industrial organization; Business; Marginal cost; Economics; Market share; Environmental policy; Natural resource economics; Microeconomics; Greenhouse gas; Finance","authors":[{"name":"David A. Sawyer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04386325601961221,"gpt":0.2076498411184119,"spread":0.1637865850987997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002319985,0.0004640766,0.0006688767,0.0007048055,0.00212232,0.002976868,0.001240835,0.001411024,0.002136435],"category_scores_gemma":[0.009852692,0.0003242899,0.0005314233,0.001339173,0.001978037,0.001863762,0.001516135,0.001339742,0.00008352048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04970784,"about_ca_system_score_gemma":0.04314871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9485348,"about_ca_topic_score_gemma":0.9551373,"domain_scores_codex":[0.9980226,0.0003759937,0.00004927742,0.0001533944,0.0005313664,0.0008674472],"domain_scores_gemma":[0.998158,0.0008068934,0.0003135087,0.00007253897,0.0004224459,0.0002266271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000744661,0.0003234644,0.02599885,0.0002554395,0.0001420528,0.0005301805,0.0006596872,0.7419501,0.002267198,0.1644195,0.003569619,0.05913929],"study_design_scores_gemma":[0.0008355165,0.0003192416,0.0341266,0.00007135277,0.0002507078,0.00006721658,0.001938199,0.8164356,0.004513199,0.1290121,0.01225188,0.0001783398],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9199275,0.001248209,0.01733175,0.01017304,0.00003909956,0.0003962485,0.0006398631,0.0001249676,0.05011929],"genre_scores_gemma":[0.9955686,0.0002796057,0.002101551,0.0001157127,0.000004462525,0.0000195882,0.00006216991,0.000006710125,0.001841536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05146515,"threshold_uncertainty_score":0.3606573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2598564337","doi":"10.1504/ijesd.2017.10004021","title":"Impact of seasonal temperature rise on labour and capital productivity in manufacturing sector: a study with Canadian panel data","year":2017,"lang":"en","type":"article","venue":"International Journal of Environment and Sustainable Development","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Productivity; Agricultural economics; Panel data; Production (economics); Climate change; Per capita; Manufacturing sector; Agriculture; Economics; Manufacturing; Population; Agricultural productivity; Natural resource economics; Environmental science; Business; Geography; Labour economics; Economic growth; Oceanography; Demography","authors":[{"name":"Hasnat Dewan","is_ca":true},{"name":"Anichul Hoque Khan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04514598900708355,"gpt":0.2502483403653484,"spread":0.2051023513582648,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00141279,0.0004707643,0.0005675966,0.001404022,0.001899202,0.00131511,0.001395609,0.0004636766,0.002898602],"category_scores_gemma":[0.003030466,0.0003704302,0.001338403,0.0065433,0.0004867152,0.0004822138,0.0008178155,0.0009641664,0.0004363208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01853999,"about_ca_system_score_gemma":0.01587351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9950487,"about_ca_topic_score_gemma":0.9961738,"domain_scores_codex":[0.9989216,0.00014574,0.00004984094,0.0001871471,0.0002709809,0.0004245991],"domain_scores_gemma":[0.9968253,0.0005050409,0.0005051276,0.0002688263,0.001415784,0.0004799563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001408509,0.00008028703,0.987556,0.00005394274,0.0003866518,0.0001373611,0.0005805328,0.002088237,0.000234588,0.0003206359,0.004262418,0.004158636],"study_design_scores_gemma":[0.000007338042,0.00001511641,0.9957165,0.0000160968,0.0000647174,0.00002092522,0.0006570424,0.001540361,0.00008017349,0.00002606509,0.001840359,0.00001541648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740801,0.0008671445,0.0002630876,0.0004583506,0.00001875139,0.00003241025,0.02166943,0.00002304368,0.002587857],"genre_scores_gemma":[0.9821451,0.0005248787,0.0002454368,0.00009245758,0.000006182374,0.00002213033,0.01550017,0.000009746602,0.001453891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01853999,"threshold_uncertainty_score":0.1345177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4256226506","doi":"10.1504/ijesd.2017.083301","title":"Impact of seasonal temperature rise on labour and capital productivity in manufacturing sector: a study with Canadian panel data","year":2017,"lang":"en","type":"article","venue":"International Journal of Environment and Sustainable Development","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Productivity; Agricultural economics; Climate change; Production (economics); Manufacturing sector; Per capita; Panel data; Agriculture; Manufacturing; Economics; Agricultural productivity; Fishing; Population; Environmental science; Natural resource economics; Business; Geography; Labour economics; Fishery; Economic growth; Oceanography; Demography","authors":[{"name":"Anichul Hoque Khan","is_ca":true},{"name":"Hasnat Dewan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04514598900708355,"gpt":0.2502483403653484,"spread":0.2051023513582648,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00141279,0.0004707643,0.0005675966,0.001404022,0.001899202,0.00131511,0.001395609,0.0004636766,0.002898602],"category_scores_gemma":[0.003030466,0.0003704302,0.001338403,0.0065433,0.0004867152,0.0004822138,0.0008178155,0.0009641664,0.0004363208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01853999,"about_ca_system_score_gemma":0.01587351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9950487,"about_ca_topic_score_gemma":0.9961738,"domain_scores_codex":[0.9989216,0.00014574,0.00004984094,0.0001871471,0.0002709809,0.0004245991],"domain_scores_gemma":[0.9968253,0.0005050409,0.0005051276,0.0002688263,0.001415784,0.0004799563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001408509,0.00008028703,0.987556,0.00005394274,0.0003866518,0.0001373611,0.0005805328,0.002088237,0.000234588,0.0003206359,0.004262418,0.004158636],"study_design_scores_gemma":[0.000007338042,0.00001511641,0.9957165,0.0000160968,0.0000647174,0.00002092522,0.0006570424,0.001540361,0.00008017349,0.00002606509,0.001840359,0.00001541648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740801,0.0008671445,0.0002630876,0.0004583506,0.00001875139,0.00003241025,0.02166943,0.00002304368,0.002587857],"genre_scores_gemma":[0.9821451,0.0005248787,0.0002454368,0.00009245758,0.000006182374,0.00002213033,0.01550017,0.000009746602,0.001453891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01853999,"threshold_uncertainty_score":0.1345177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2138305227","doi":"10.1504/ijesd.2002.000733","title":"A North American definition for ''green electricity'': implications for sustainability","year":2002,"lang":"en","type":"article","venue":"International Journal of Environment and Sustainable Development","topic":"Renewable Energy and Sustainability","field":"Energy","cited_by":1,"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":"Social Sciences and Humanities Research Council of Canada","keywords":"Sustainability; Electricity; Economics; Natural resource economics; Environmental resource management; Engineering; Ecology","authors":[{"name":"Ian Rowlands","is_ca":true},{"name":"Mary Jane Patterson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01466607054306637,"gpt":0.2330487070787282,"spread":0.2183826365356618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002869186,0.0003099937,0.0002913223,0.0008685258,0.002845556,0.004431427,0.001025723,0.001582742,0.001895218],"category_scores_gemma":[0.003196317,0.0001549852,0.0003051411,0.001736468,0.01115572,0.003535718,0.002347498,0.003866573,0.00019011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004340088,"about_ca_system_score_gemma":0.005207273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02614803,"about_ca_topic_score_gemma":0.05299981,"domain_scores_codex":[0.997095,0.0012523,0.000117884,0.0003448059,0.001025246,0.000164811],"domain_scores_gemma":[0.9979445,0.0007082025,0.0002013668,0.0001588074,0.0008766618,0.0001103727],"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":[0.000003417165,0.000007647202,0.0004231306,0.00002494204,0.000002821026,0.0000304849,0.001173379,0.0004421834,0.0001145984,0.9888316,0.002874845,0.006070885],"study_design_scores_gemma":[0.000007653279,0.00002387594,0.00628017,0.0003531711,0.00001437606,0.0001814799,0.005705412,0.001452637,0.0004339789,0.6290954,0.3564042,0.00004757228],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05447547,0.008992401,0.05266619,0.08037082,0.001490872,0.00004243011,0.000150397,0.00008123798,0.8017302],"genre_scores_gemma":[0.9138181,0.005567071,0.02705548,0.01441968,0.0004676051,0.0001892933,0.0001352021,0.00005288404,0.03829476],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02614803,"threshold_uncertainty_score":0.05199164,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404966421","doi":"10.1504/ijesd.2025.143046","title":"Simultaneous effects of climate and land use change on watershed hydrological processes","year":2024,"lang":"en","type":"article","venue":"International Journal of Environment and Sustainable Development","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Watershed; Climate change; Environmental science; Land use; Land use, land-use change and forestry; Environmental resource management; Water resource management; Hydrology (agriculture); Geology; Computer science; Engineering; Civil engineering","authors":[{"name":"Ali Talebi","is_ca":false},{"name":"Zahra Nouri","is_ca":false},{"name":"Mohammad Amin Asadi","is_ca":false},{"name":"Babak Ebrahimi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00825348932653781,"gpt":0.2151176027353548,"spread":0.206864113408817,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005231136,0.0002529033,0.0002438468,0.0007169887,0.0003101856,0.0007045748,0.0001866727,0.000345555,0.0007685262],"category_scores_gemma":[0.001119769,0.0001430288,0.0005713086,0.001091402,0.0003279543,0.0008305633,0.0005531658,0.0003311612,0.00008135042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008392168,"about_ca_system_score_gemma":0.0008394691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01757122,"about_ca_topic_score_gemma":0.02757364,"domain_scores_codex":[0.9996175,0.00009205753,0.00002366825,0.00008837244,0.00009859703,0.00007983245],"domain_scores_gemma":[0.9995074,0.0001797136,0.0001182635,0.00003649738,0.0001067899,0.00005124641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008656126,0.0001072466,0.9613697,0.00006187192,0.0002185795,0.0004854172,0.0003276784,0.01388896,0.003485817,0.000567893,0.0003395286,0.01906069],"study_design_scores_gemma":[0.000005977542,0.00005461199,0.9819301,0.000008820394,0.00008548828,0.0001049968,0.0005021101,0.01475762,0.0009296531,0.000416863,0.001191683,0.00001205472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971948,0.0003010836,0.000613437,0.000195897,0.00001490097,0.00001208768,0.0003014453,0.00001993172,0.001346518],"genre_scores_gemma":[0.9992538,0.0002003416,0.0002081801,0.00002032112,0.00001499397,0.000004559404,0.0001537134,0.000003310792,0.0001407293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01757122,"threshold_uncertainty_score":0.03493786,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404123180","doi":"10.1504/ijesd.2025.10067722","title":"Simultaneous effects of climate and land use change on watershed hydrological processes","year":2024,"lang":"en","type":"article","venue":"International Journal of Environment and Sustainable Development","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Watershed; Environmental science; Climate change; Land use; Land use, land-use change and forestry; Water resource management; Watershed management; Hydrology (agriculture); Environmental resource management; Geology; Ecology; Computer science","authors":[{"name":"Babak Ebrahimi","is_ca":false},{"name":"Mohammad Amin Asadi","is_ca":false},{"name":"Zahra Nouri","is_ca":false},{"name":"Ali Talebi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00825348932653781,"gpt":0.2151176027353548,"spread":0.206864113408817,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005231136,0.0002529033,0.0002438468,0.0007169887,0.0003101856,0.0007045748,0.0001866727,0.000345555,0.0007685262],"category_scores_gemma":[0.001119769,0.0001430288,0.0005713086,0.001091402,0.0003279543,0.0008305633,0.0005531658,0.0003311612,0.00008135042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008392168,"about_ca_system_score_gemma":0.0008394691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01757122,"about_ca_topic_score_gemma":0.02757364,"domain_scores_codex":[0.9996175,0.00009205753,0.00002366825,0.00008837244,0.00009859703,0.00007983245],"domain_scores_gemma":[0.9995074,0.0001797136,0.0001182635,0.00003649738,0.0001067899,0.00005124641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008656126,0.0001072466,0.9613697,0.00006187192,0.0002185795,0.0004854172,0.0003276784,0.01388896,0.003485817,0.000567893,0.0003395286,0.01906069],"study_design_scores_gemma":[0.000005977542,0.00005461199,0.9819301,0.000008820394,0.00008548828,0.0001049968,0.0005021101,0.01475762,0.0009296531,0.000416863,0.001191683,0.00001205472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971948,0.0003010836,0.000613437,0.000195897,0.00001490097,0.00001208768,0.0003014453,0.00001993172,0.001346518],"genre_scores_gemma":[0.9992538,0.0002003416,0.0002081801,0.00002032112,0.00001499397,0.000004559404,0.0001537134,0.000003310792,0.0001407293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01757122,"threshold_uncertainty_score":0.03493786,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}