{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":11,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":11,"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":"29c61067c2e4","filters":{"venue":"International Journal of Global Environmental Issues"}},"results":[{"id":"W2125409231","doi":"10.1504/ijgenvi.2006.010889","title":"Issues in sustainable transportation","year":2006,"lang":"en","type":"article","venue":"International Journal of Global Environmental Issues","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":662,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Transport Canada","funders":"National Academy of Sciences","keywords":"Business; Environmental planning; Sustainable development; Sustainability; Natural resource economics; Environmental science; Environmental economics; Economics; Political science","authors":[{"name":"Todd Litman","is_ca":true},{"name":"David Burwell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005628945357141276,"gpt":0.2945610431401473,"spread":0.288932097783006,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004078626,0.0005217671,0.000347373,0.001047264,0.004437187,0.008810193,0.001357739,0.008079899,0.0194702],"category_scores_gemma":[0.006027451,0.0001867833,0.0005229326,0.002844185,0.01019212,0.009188874,0.004760822,0.00586768,0.003376242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004369581,"about_ca_system_score_gemma":0.005261888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006074628,"about_ca_topic_score_gemma":0.003406618,"domain_scores_codex":[0.9969388,0.001470436,0.0001655427,0.0002890868,0.0008077024,0.000328426],"domain_scores_gemma":[0.9976605,0.0008901578,0.0001495739,0.0001544759,0.0009541596,0.000191112],"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":[0.000005645654,0.00001661787,0.0002947879,0.0001918046,0.000005923279,0.0001093584,0.001308158,0.0009118496,0.0000570186,0.8999214,0.06636831,0.03080917],"study_design_scores_gemma":[0.00000281365,0.000009079292,0.0001968916,0.0004099406,0.000003744676,0.0001503685,0.002006357,0.0002671191,0.00008882746,0.3328393,0.6640168,0.000008656541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.005130055,0.07331675,0.01378513,0.4968102,0.007173885,0.00005604494,0.0002194177,0.00008377776,0.4034248],"genre_scores_gemma":[0.637773,0.1127276,0.01096111,0.08013956,0.01461018,0.0003400893,0.0005713431,0.0002405461,0.1426366],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0194702,"threshold_uncertainty_score":0.06513435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2005675282","doi":"10.1504/ijgenvi.2009.026943","title":"A hybrid approach based on AHP and belief theory for evaluating sustainable transportation solutions","year":2009,"lang":"en","type":"article","venue":"International Journal of Global Environmental Issues","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"European Commission","keywords":"Analytic hierarchy process; Measure (data warehouse); Sustainability; Computer science; Sustainable transport; Sustainable development; Operations research; Risk analysis (engineering); Data mining; Engineering; Business","authors":[{"name":"Anjali Awasthi","is_ca":true},{"name":"Hichem Omrani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08175655292375629,"gpt":0.4270558997635028,"spread":0.3452993468397465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009844397,0.001471815,0.001796362,0.006601006,0.001360705,0.002914296,0.002270901,0.00119645,0.001981096],"category_scores_gemma":[0.01227846,0.0006863408,0.001954665,0.004143616,0.001198717,0.002536185,0.002331511,0.001692713,0.0002403853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002747545,"about_ca_system_score_gemma":0.003199234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006948134,"about_ca_topic_score_gemma":0.008255877,"domain_scores_codex":[0.9896248,0.005390747,0.0005585661,0.0004767651,0.003620452,0.000328623],"domain_scores_gemma":[0.9934976,0.004415228,0.0003254249,0.000240162,0.001353509,0.0001680522],"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":[0.0002560183,0.0004043965,0.002438155,0.00119471,0.000996694,0.0003020114,0.001148542,0.5421607,0.004880928,0.1074835,0.002114272,0.3366201],"study_design_scores_gemma":[0.00007155065,0.0001916238,0.0004284956,0.000140278,0.0001523406,0.000070307,0.0003388931,0.9301295,0.00165292,0.06461408,0.002129577,0.00008035217],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005439935,0.0002215573,0.9921632,0.0002039591,0.00003338266,0.0002097865,0.00005151183,0.0001174568,0.001559158],"genre_scores_gemma":[0.1791334,0.0002568263,0.8192357,0.0000812933,0.0000405067,0.0005568207,0.00009728115,0.00002806893,0.0005701667],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009844397,"threshold_uncertainty_score":0.05206275,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1985405107","doi":"10.1504/ijgenvi.2007.012074","title":"A model for assessing the greenness effort in a product supply chain","year":2007,"lang":"en","type":"article","venue":"International Journal of Global Environmental Issues","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; New Brunswick Innovation Foundation","keywords":"Supply chain; Competitor analysis; Supply chain management; Product (mathematics); Business; Value chain; Supply chain risk management; Service management; Competitive advantage; Benchmark (surveying); Process management; Industrial organization; Environmental economics; Marketing; Economics","authors":[{"name":"Souad H’Mida","is_ca":false},{"name":"Salem Y. Lakhal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01309780965084426,"gpt":0.2839937104866364,"spread":0.2708959008357921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002827528,0.001348345,0.000675387,0.002503151,0.00101584,0.004103575,0.002784754,0.003703364,0.01244019],"category_scores_gemma":[0.00721226,0.0006974393,0.001100434,0.002749069,0.001630233,0.006002711,0.002107596,0.001726106,0.0016874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003968856,"about_ca_system_score_gemma":0.002846454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01448245,"about_ca_topic_score_gemma":0.008138658,"domain_scores_codex":[0.9984149,0.0006919131,0.00008425546,0.0002982535,0.0002849989,0.0002256594],"domain_scores_gemma":[0.9966494,0.002104185,0.000444648,0.0001343696,0.0004350587,0.0002322225],"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":[0.0000993412,0.0001369616,0.002904762,0.0001143458,0.00003238744,0.0002318507,0.0005177528,0.8752688,0.0008502798,0.1097144,0.0007107653,0.009418424],"study_design_scores_gemma":[0.0000256363,0.0001257843,0.0006173349,0.00003835933,0.00002282263,0.00005312781,0.0002149205,0.9643997,0.0001632138,0.03216985,0.002145145,0.00002423468],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1586538,0.000467415,0.7726698,0.002361096,0.0001009192,0.0005558454,0.001158385,0.0006692145,0.06336356],"genre_scores_gemma":[0.88873,0.0005765366,0.08910486,0.0001187298,0.00003423367,0.0009604092,0.0005166919,0.00009361754,0.019865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01448245,"threshold_uncertainty_score":0.04161656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2021493514","doi":"10.1504/ijgenvi.2015.067487","title":"Sustainability in the trans-border regions? The case of Andalusia - Algarve","year":2015,"lang":"en","type":"article","venue":"International Journal of Global Environmental Issues","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Interreg; Fundação para a Ciência e a Tecnologia","keywords":"Tourism; Sustainability; Geography; Work (physics); Agribusiness; Regional science; Portuguese; Sustainable development; Statistic; Sustainable tourism; Economic geography; Political science; Statistics","authors":[{"name":"José Andrés Domínguez","is_ca":false},{"name":"Eric Vaz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02086221677368584,"gpt":0.410536518930507,"spread":0.3896743021568212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006242691,0.0002126127,0.0002166856,0.001198572,0.00107862,0.003168391,0.0004712559,0.0005493045,0.001565254],"category_scores_gemma":[0.001219818,0.0000954992,0.0003774279,0.002302965,0.001167047,0.0009539683,0.001856705,0.0003306113,0.00009043109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002929462,"about_ca_system_score_gemma":0.001225826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1016477,"about_ca_topic_score_gemma":0.1093619,"domain_scores_codex":[0.9994364,0.0001609816,0.00001819175,0.00005815433,0.00005428324,0.0002718602],"domain_scores_gemma":[0.9996663,0.00008492094,0.00009933482,0.00003505994,0.00006539391,0.00004883008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007441987,0.0003873392,0.7007211,0.0005493048,0.0003710892,0.02616068,0.04599158,0.01103898,0.002687546,0.09931441,0.002851674,0.1091821],"study_design_scores_gemma":[0.00003126785,0.0001098769,0.8194629,0.0003373215,0.0001455932,0.002471034,0.1234504,0.003029479,0.0007020037,0.006234049,0.04398755,0.00003843896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839135,0.00100708,0.0001694231,0.0004546561,0.000008134472,0.000008385281,0.00007529485,0.000005347264,0.0143583],"genre_scores_gemma":[0.9987369,0.0003145571,0.0001236516,0.00002994862,0.000002816866,0.000004517139,0.00005088561,0.000002358365,0.0007342995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1016477,"threshold_uncertainty_score":0.2021121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135130554","doi":"10.1504/ijgenvi.2012.047876","title":"Life satisfaction and environmental conditions: issues for policy","year":2012,"lang":"en","type":"article","venue":"International Journal of Global Environmental Issues","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trent University","funders":"","keywords":"Life satisfaction; Per capita; Per capita income; Economics; Pollution; Globe; Empirical research; Natural resource economics; Economic growth; Public economics; Environmental health; Psychology; Sociology; Population","authors":[{"name":"B. Mak Arvin","is_ca":true},{"name":"Byron Lew","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0176825801656881,"gpt":0.3678495885591729,"spread":0.3501670083934849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005936551,0.000828473,0.002395337,0.001967042,0.00232554,0.007752382,0.001701962,0.008513737,0.03058406],"category_scores_gemma":[0.01883626,0.0003366255,0.0009908467,0.00456816,0.007908171,0.007670824,0.003874104,0.00604227,0.001184323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004762201,"about_ca_system_score_gemma":0.008636761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01646885,"about_ca_topic_score_gemma":0.01367733,"domain_scores_codex":[0.9964903,0.002383149,0.00009576957,0.0003037508,0.0003250291,0.0004020134],"domain_scores_gemma":[0.9792626,0.01550651,0.001156442,0.0004867219,0.001586761,0.002001023],"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":[0.0003794747,0.0006357058,0.02415155,0.001238474,0.0002585301,0.0003337245,0.001322425,0.007137216,0.0002227662,0.8367018,0.04100732,0.08661109],"study_design_scores_gemma":[0.0001604278,0.000531613,0.05602436,0.004248868,0.00023263,0.0002837391,0.01658779,0.008636167,0.0002441213,0.7983643,0.1144777,0.0002083022],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02366188,0.06006935,0.003715395,0.8750286,0.00124536,0.00005491864,0.0006337845,0.00004851418,0.03554226],"genre_scores_gemma":[0.8304067,0.103419,0.003348436,0.04675676,0.006188372,0.000310486,0.0007956359,0.0000398076,0.008734772],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03058406,"threshold_uncertainty_score":0.1023139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035088118","doi":"10.1504/ijgenvi.2008.017263","title":"Factor analytic investigation of Canadians' population health risk perceptions: the role of locus of control over health risks","year":2008,"lang":"en","type":"article","venue":"International Journal of Global Environmental Issues","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"Health Canada","keywords":"Public health; Risk perception; Environmental health; Population; Population health; Social determinants of health; Perception; Psychology; Exploratory factor analysis; Health belief model; Risk factor; Confirmatory factor analysis; Structural equation modeling; Health promotion; Medicine; Psychometrics; Clinical psychology","authors":[{"name":"Jennifer E. C. Lee","is_ca":true},{"name":"Louise Lemyre","is_ca":true},{"name":"Louise Legault","is_ca":true},{"name":"Michelle C. Turner","is_ca":true},{"name":"Daniel Krewski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01922042278425535,"gpt":0.3371402922513883,"spread":0.317919869467133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008007186,0.0006173275,0.0005263742,0.004363507,0.003162362,0.001553089,0.000948686,0.0002395993,0.001473775],"category_scores_gemma":[0.02111721,0.0002383994,0.0008566167,0.008149759,0.001594746,0.000353285,0.001211614,0.0005976141,0.00005688849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01550427,"about_ca_system_score_gemma":0.0342393,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9634061,"about_ca_topic_score_gemma":0.9473486,"domain_scores_codex":[0.9965252,0.0007966937,0.000202761,0.0002389942,0.001805525,0.0004307407],"domain_scores_gemma":[0.990406,0.002675064,0.0008689262,0.0004515109,0.005014407,0.0005841458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001469597,0.00008253272,0.9341897,0.000188324,0.0001722406,0.000116959,0.02825171,0.0006277091,0.0005066138,0.002484296,0.001154556,0.03207848],"study_design_scores_gemma":[0.00002271225,0.00009679284,0.9814326,0.00005931048,0.00005155579,0.00004781281,0.01364049,0.002073952,0.0001521229,0.0005453169,0.001846684,0.00003054326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993535,0.0002392338,0.001855297,0.0003044531,0.0000120881,0.000280424,0.0009208701,0.00002000328,0.002832551],"genre_scores_gemma":[0.9957623,0.0001572734,0.002726837,0.00003237492,0.000004823093,0.0001332581,0.0007910325,0.000003943389,0.0003881782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03659391,"threshold_uncertainty_score":0.1124919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014600792","doi":"10.1504/ijgenvi.2005.006265","title":"Precaution in global environmental politics","year":2005,"lang":"en","type":"article","venue":"International Journal of Global Environmental Issues","topic":"Environmental law and policy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Precautionary principle; Uncertainty; Deforestation (computer science); Politics; Scholarship; Political science; Environmental law; Environmental degradation; Law and economics; Economics; Environmental planning; Law; Environmental science; Ecology","authors":[{"name":"Radoslav S. Dimitrov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007912587322651207,"gpt":0.3252098081262338,"spread":0.3172972208035826,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007032819,0.0004491097,0.0005977448,0.002024652,0.006526613,0.008182119,0.000917327,0.004951293,0.003578485],"category_scores_gemma":[0.01146236,0.0003130736,0.0009752068,0.001956852,0.03927061,0.006892575,0.008289736,0.00540389,0.0003668981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006324165,"about_ca_system_score_gemma":0.005230035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004766865,"about_ca_topic_score_gemma":0.004384287,"domain_scores_codex":[0.9912466,0.004706663,0.0002694965,0.0008636295,0.001686272,0.001227358],"domain_scores_gemma":[0.994454,0.003715256,0.0004380841,0.000799055,0.0004381631,0.0001555656],"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":[0.000001507327,0.000002289901,0.00008947351,0.00001069262,0.000002057782,0.0000248419,0.000586547,0.0003055417,0.00001932082,0.9971923,0.0002347266,0.001530673],"study_design_scores_gemma":[0.000003454015,0.000007915079,0.0002733925,0.00007664167,0.000004345248,0.00004566012,0.0006256604,0.000307859,0.00008837966,0.9772995,0.02126249,0.000004764664],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04643052,0.009666891,0.02168398,0.04162572,0.000382184,0.00006027954,0.00003532951,0.00004664767,0.8800685],"genre_scores_gemma":[0.9811804,0.002570788,0.002520985,0.004831773,0.0002653877,0.00008265928,0.00001517306,0.00003040714,0.008502396],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008182119,"threshold_uncertainty_score":0.04588521,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4242430458","doi":"10.1504/ijgenvi.2017.086714","title":"Cyclic injection of CO&lt;SUB align=\"right\"&gt;2 into a saline aquifer with extended interface","year":2017,"lang":"en","type":"article","venue":"International Journal of Global Environmental Issues","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":2,"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":"Saturation (graph theory); Imbibition; Dissolution; Aquifer; Solubility; Mass transfer; Relative permeability; Chemistry; Aqueous solution; Thermodynamics; Mechanics; Soil science; Groundwater; Chromatography; Geotechnical engineering; Mathematics; Environmental science; Geology; Physics","authors":[{"name":"Farshad A. Malekzadeh","is_ca":false},{"name":"Yuri Leonenko","is_ca":true},{"name":"Maurice B. Dusseault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007686300022064296,"gpt":0.3060177432809453,"spread":0.2983314432588811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001113923,0.0002383575,0.0002679011,0.0003463206,0.0002701722,0.00044282,0.0004059805,0.000292216,0.002093645],"category_scores_gemma":[0.0002396505,0.0001076997,0.0001456792,0.00036932,0.0003967601,0.000366228,0.0005788347,0.0002090275,0.0001793771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004856602,"about_ca_system_score_gemma":0.0005659288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00262704,"about_ca_topic_score_gemma":0.004315161,"domain_scores_codex":[0.9999466,0.000003386354,0.000003234985,0.00001618789,0.00001438171,0.00001620193],"domain_scores_gemma":[0.9998729,0.00002553609,0.00003422579,0.00001815442,0.00002613279,0.00002299887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008534694,0.00025126,0.009215953,0.000245734,0.00002760764,0.0009920156,0.0002103571,0.1195125,0.7769428,0.009494916,0.002087423,0.08016591],"study_design_scores_gemma":[0.00005335947,0.0004830601,0.003663599,0.00001758931,0.00002530178,0.0001454673,0.00009607591,0.692232,0.2941873,0.001686113,0.007373723,0.00003648254],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8804789,0.0002239742,0.1044392,0.0002477461,0.0001109088,0.000137648,0.0005122069,0.0009443523,0.01290497],"genre_scores_gemma":[0.9837176,0.0000448299,0.0145711,0.00002699453,0.000005588461,0.00003970024,0.00009279462,0.00003651092,0.001464943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00262704,"threshold_uncertainty_score":0.007003963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4256150505","doi":"10.1504/ijgenvi.2019.102778","title":"The passive ambient comfort and design integration feasibility of vernacular devices in arid housing","year":2019,"lang":"en","type":"article","venue":"International Journal of Global Environmental Issues","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Vernacular; Architectural engineering; Energy consumption; Arid; Consumption (sociology); Computer science; Energy (signal processing); Vernacular architecture; Process (computing); Environmental economics; Environmental resource management; Risk analysis (engineering); Business; Environmental science; Engineering; Economics; Ecology; Sociology; Electrical engineering","authors":[{"name":"Belkacem Berghout","is_ca":true},{"name":"Daniel Forgues","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008472924306605626,"gpt":0.2372762272430604,"spread":0.2288033029364548,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004673029,0.0004447883,0.0001719038,0.0002229342,0.000267443,0.001224082,0.0005609267,0.0003668442,0.003381022],"category_scores_gemma":[0.0009101779,0.0001363969,0.0003345158,0.0001888707,0.0004667259,0.0007354968,0.0009074572,0.0002333607,0.0004009676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001886911,"about_ca_system_score_gemma":0.0001197054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003191622,"about_ca_topic_score_gemma":0.0009319098,"domain_scores_codex":[0.9996865,0.0001348421,0.00001772617,0.00004832461,0.00007534005,0.00003728614],"domain_scores_gemma":[0.9997608,0.00006533208,0.00002129185,0.00007559727,0.00005993071,0.00001704221],"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":[0.001152415,0.0002832225,0.03201209,0.001244099,0.0001010624,0.002080636,0.00735009,0.08589356,0.3749215,0.07389401,0.001789386,0.4192779],"study_design_scores_gemma":[0.0001455751,0.005959908,0.1073117,0.0006306723,0.0004505338,0.005207567,0.01782572,0.3169069,0.2531625,0.03935507,0.2526966,0.0003472678],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.805193,0.0004274449,0.1612675,0.0001041892,0.0000762339,0.00008844435,0.00009060428,0.0002018452,0.03255078],"genre_scores_gemma":[0.9616061,0.00008424585,0.03520846,0.00001653448,0.000004419697,0.00002546073,0.00004088965,0.00002747189,0.002986258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003381022,"threshold_uncertainty_score":0.01131064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2978010224","doi":"10.1504/ijgenvi.2019.10024344","title":"The passive ambient comfort and design integration feasibility of vernacular devices in arid housing","year":2019,"lang":"en","type":"article","venue":"International Journal of Global Environmental Issues","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Vernacular; Architectural engineering; Energy consumption; Arid; Consumption (sociology); Computer science; Energy (signal processing); Process (computing); Vernacular architecture; Environmental economics; Environmental resource management; Risk analysis (engineering); Civil engineering; Environmental science; Business; Engineering; Economics; Ecology; Sociology","authors":[{"name":"Daniel Forgues","is_ca":true},{"name":"Belkacem Berghout","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008472924306605626,"gpt":0.2372762272430604,"spread":0.2288033029364548,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004673029,0.0004447883,0.0001719038,0.0002229342,0.000267443,0.001224082,0.0005609267,0.0003668442,0.003381022],"category_scores_gemma":[0.0009101779,0.0001363969,0.0003345158,0.0001888707,0.0004667259,0.0007354968,0.0009074572,0.0002333607,0.0004009676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001886911,"about_ca_system_score_gemma":0.0001197054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003191622,"about_ca_topic_score_gemma":0.0009319098,"domain_scores_codex":[0.9996865,0.0001348421,0.00001772617,0.00004832461,0.00007534005,0.00003728614],"domain_scores_gemma":[0.9997608,0.00006533208,0.00002129185,0.00007559727,0.00005993071,0.00001704221],"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":[0.001152415,0.0002832225,0.03201209,0.001244099,0.0001010624,0.002080636,0.00735009,0.08589356,0.3749215,0.07389401,0.001789386,0.4192779],"study_design_scores_gemma":[0.0001455751,0.005959908,0.1073117,0.0006306723,0.0004505338,0.005207567,0.01782572,0.3169069,0.2531625,0.03935507,0.2526966,0.0003472678],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.805193,0.0004274449,0.1612675,0.0001041892,0.0000762339,0.00008844435,0.00009060428,0.0002018452,0.03255078],"genre_scores_gemma":[0.9616061,0.00008424585,0.03520846,0.00001653448,0.000004419697,0.00002546073,0.00004088965,0.00002747189,0.002986258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003381022,"threshold_uncertainty_score":0.01131064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205875073","doi":"10.1504/ijgenvi.2021.120435","title":"Development of public participation framework for environmental impact assessment","year":2021,"lang":"en","type":"article","venue":"International Journal of Global Environmental Issues","topic":"Environmental and Social Impact Assessments","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":"Public participation; Legislation; Process (computing); Environmental planning; Environmental impact assessment; Business; Public involvement; Environmental resource management; Conceptual framework; Political science; Public administration; Public relations; Geography; Sociology; Environmental science; Computer science","authors":[{"name":"Maisarah Makmor","is_ca":false},{"name":"Hafez Salleh","is_ca":false},{"name":"Nikmatul Adha Nordin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02898017729826659,"gpt":0.3916533770479186,"spread":0.362673199749652,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02914288,0.0009387638,0.0005383731,0.004509945,0.004255844,0.005480496,0.002330305,0.002909423,0.005664574],"category_scores_gemma":[0.014234,0.0004469249,0.001326972,0.003137385,0.006033354,0.007329808,0.005780679,0.003352951,0.0007352918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008407979,"about_ca_system_score_gemma":0.02011629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01209436,"about_ca_topic_score_gemma":0.0123212,"domain_scores_codex":[0.9781461,0.01676565,0.0007154317,0.000943699,0.002252565,0.001176495],"domain_scores_gemma":[0.9902061,0.004955683,0.0007940984,0.0005149184,0.00281841,0.0007109293],"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":[0.00001839158,0.0001685622,0.003353827,0.000245693,0.00002045235,0.0002418267,0.01118043,0.006868969,0.0003353786,0.9262331,0.003813325,0.04751992],"study_design_scores_gemma":[0.00006569615,0.000193508,0.005408324,0.001334821,0.00005923973,0.0004031324,0.04404585,0.05320081,0.001075259,0.6987008,0.1953903,0.0001222169],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03301347,0.0008785431,0.7550838,0.02056669,0.0002090579,0.003423544,0.0004698703,0.0003993745,0.1859556],"genre_scores_gemma":[0.5715727,0.0004973615,0.417381,0.0007333949,0.00005279446,0.003597439,0.0003775291,0.00004363354,0.005744073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02914288,"threshold_uncertainty_score":0.1541241,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}