{"meta":{"query_hash":"2ff102091849","filters":{"venue":"Current Research in Environmental Sustainability"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/2ff102091849","api":"https://metacan.xera.ac/api/v1/cohort?venue=Current+Research+in+Environmental+Sustainability"},"results":[{"id":"W3134136197","doi":"10.1016/j.crsust.2021.100033","title":"COVID-19's implications on agri-food systems and human health in Bangladesh","year":2021,"lang":"en","type":"article","venue":"Current Research in Environmental Sustainability","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research; Centre for International Governance Innovation; Queen's University; University of Waterloo; York University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Food systems; Business; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Human health; Set (abstract data type); Environmental health; Food security; Economic growth; Political science; Environmental planning; Agriculture; Geography; Medicine; Economics; Computer science; Virology; Disease; Infectious disease (medical specialty)","score_opus":0.15733381242196978,"score_gpt":0.4101042023293821,"score_spread":0.2527703899074123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134136197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4637236,0.10464968,0.003641188,0.16783938,0.00052020425,0.0005582385,0.014757987,0.000043980057,0.24426578],"genre_scores_gemma":[0.94643974,0.04613859,0.0012463317,0.0025659865,0.00007138706,0.00009715781,0.00069792505,0.000008499893,0.0027342543],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99756575,0.0015412349,0.00018050388,0.00010887702,0.00033887464,0.00026475277],"domain_scores_gemma":[0.9847157,0.0114404475,0.0013890442,0.00020296476,0.0018458847,0.00040594093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005931466,0.00027488754,0.00035525433,0.002999555,0.0007672766,0.002709379,0.00023594698,0.000935832,0.0064896774],"category_scores_gemma":[0.014481092,0.00014936851,0.00028021738,0.0076511577,0.0014067647,0.0024388386,0.0016419096,0.00094087573,0.00032735418],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005144765,0.00024178714,0.31391123,0.016598212,0.00056819525,0.007541915,0.023604002,0.019887868,0.0023291013,0.23490329,0.05463545,0.3252645],"study_design_scores_gemma":[0.000078840494,0.00055007817,0.3655336,0.012051511,0.00041092595,0.0013481164,0.15255195,0.0058454466,0.0017314913,0.12621719,0.33345377,0.00022699643],"about_ca_topic_score_codex":0.061025426,"about_ca_topic_score_gemma":0.07820489,"teacher_disagreement_score":0.061025426,"about_ca_system_score_codex":0.008305175,"about_ca_system_score_gemma":0.0072182477,"threshold_uncertainty_score":0.12134045},"labels":[],"label_agreement":null},{"id":"W4223471416","doi":"10.1016/j.crsust.2022.100152","title":"The mitigating role of climate smart villages to the impacts of COVID-19 pandemic in the Myanmar rural communities","year":2022,"lang":"en","type":"article","venue":"Current Research in Environmental Sustainability","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Agriculture; Pandemic; Food security; Livelihood; Geography; Participatory action research; Socioeconomics; Business; Economic growth; Climate change; Agricultural productivity; Coronavirus disease 2019 (COVID-19); Environmental resource management; Economics","score_opus":0.07616839073575576,"score_gpt":0.3645592248990776,"score_spread":0.28839083416332184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223471416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99181294,0.00033533847,0.0007264573,0.0017561784,0.000020608233,0.00007364892,0.00012239943,0.000010207449,0.0051421677],"genre_scores_gemma":[0.99871385,0.00021280223,0.00048708243,0.00012926337,0.0000070296996,0.000058681006,0.00003371663,0.0000013645094,0.00035636814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998993,0.00061529345,0.000017654185,0.00005416801,0.00004368057,0.00027625248],"domain_scores_gemma":[0.9990126,0.00027869397,0.00030932867,0.00007178276,0.0001374979,0.00019003068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012586681,0.00024872454,0.00016179384,0.00040800966,0.0016080423,0.0012802344,0.0005270572,0.00048328371,0.0024093941],"category_scores_gemma":[0.002546999,0.00014711678,0.00025968807,0.00043438675,0.00090128655,0.0009807022,0.00308799,0.0005584198,0.00011689971],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003590701,0.0005885463,0.693287,0.0012853721,0.00030059344,0.005403736,0.06989844,0.005585484,0.011622946,0.011698766,0.0056368764,0.19433312],"study_design_scores_gemma":[0.000024834508,0.0007919189,0.7952381,0.0005876691,0.00013973827,0.0007358934,0.15961148,0.003053185,0.0014107078,0.0035690686,0.034796417,0.000040887426],"about_ca_topic_score_codex":0.0122622615,"about_ca_topic_score_gemma":0.027905611,"teacher_disagreement_score":0.0122622615,"about_ca_system_score_codex":0.0011481193,"about_ca_system_score_gemma":0.0023433832,"threshold_uncertainty_score":0.024381757},"labels":[],"label_agreement":null},{"id":"W4311322327","doi":"10.1016/j.crsust.2022.100197","title":"Call for papers special issue: Current and future research in environmental sustainability: Role, responsibilities, and opportunities for the business sector","year":2022,"lang":"en","type":"paratext","venue":"Current Research in Environmental Sustainability","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Sustainability; Current (fluid); Business; Engineering ethics; Environmental planning; Environmental resource management; Engineering; Economics; Environmental science; Ecology","score_opus":0.07120684607166874,"score_gpt":0.3418472110778717,"score_spread":0.2706403650062029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311322327","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029503973,0.0038931486,0.00055603374,0.09571542,0.75255346,0.0006325674,0.0027602823,0.0008332345,0.14276075],"genre_scores_gemma":[0.0010132513,0.002287358,0.0003607233,0.014249682,0.16741727,0.00037990435,0.0019000971,0.0007529036,0.81163883],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99394846,0.0006140511,0.00037358844,0.0005447236,0.0038477918,0.0006713794],"domain_scores_gemma":[0.94899994,0.0073322705,0.0019453807,0.0021364307,0.026605181,0.012980806],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0064215823,0.0023644688,0.0034231872,0.0043154703,0.004779403,0.02128404,0.0031997585,0.01630325,0.54364204],"category_scores_gemma":[0.02696645,0.0009767513,0.0020292667,0.0037241243,0.0015862545,0.009760814,0.0047095055,0.008468026,0.43123752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009477605,0.000011739867,0.0000142141025,0.000046852063,0.0000012421945,0.000010517649,0.000003372959,0.000007950276,0.00002351237,0.00018792352,0.99623436,0.0034489464],"study_design_scores_gemma":[0.000034857443,0.00003042307,0.0005160959,0.00016775655,0.0000057782167,0.00002140661,0.000077906465,0.00006927024,0.00006299335,0.0014041376,0.9975914,0.000018053597],"about_ca_topic_score_codex":0.002581405,"about_ca_topic_score_gemma":0.0069328086,"teacher_disagreement_score":0.54364204,"about_ca_system_score_codex":0.004654575,"about_ca_system_score_gemma":0.0072541498,"threshold_uncertainty_score":0.6509392},"labels":[],"label_agreement":null},{"id":"W4407266505","doi":"10.1016/j.crsust.2025.100282","title":"Current and future research in environmental sustainability: Synthesise of the role, responsibilities, and opportunities for the business sector","year":2025,"lang":"en","type":"article","venue":"Current Research in Environmental Sustainability","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Sustainability; Business; Environmental resource management; Environmental planning; Economics; Environmental science; Ecology","score_opus":0.05805491680520402,"score_gpt":0.3277552998919931,"score_spread":0.26970038308678906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407266505","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031231756,0.8037991,0.002968831,0.11877674,0.03845997,0.000056386772,0.00033549598,0.00006973251,0.032410596],"genre_scores_gemma":[0.028814528,0.93110937,0.003384536,0.01098602,0.01956673,0.00010330992,0.0006142614,0.00009792302,0.0053233607],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925276,0.0029882342,0.0009184356,0.00095423305,0.0019825122,0.00062894874],"domain_scores_gemma":[0.9474202,0.037095334,0.002550085,0.0015373856,0.009118365,0.0022786467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016407149,0.00080221234,0.0014822488,0.010613725,0.0024239914,0.015833164,0.0012136844,0.0030541355,0.014630106],"category_scores_gemma":[0.029896988,0.0004992523,0.0014347135,0.016398001,0.0041075763,0.017928028,0.004470349,0.005333989,0.0028924113],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099073484,0.000087606066,0.0037687132,0.02565055,0.00021856301,0.00028869035,0.015307797,0.0005375194,0.00074613583,0.16999105,0.3041065,0.47919783],"study_design_scores_gemma":[0.000005674457,0.000028563469,0.0028849775,0.017519355,0.000064729385,0.00013880682,0.010421156,0.000095650874,0.00014599893,0.029236207,0.9394318,0.000027235548],"about_ca_topic_score_codex":0.0022137994,"about_ca_topic_score_gemma":0.004019234,"teacher_disagreement_score":0.016407149,"about_ca_system_score_codex":0.006124328,"about_ca_system_score_gemma":0.011753664,"threshold_uncertainty_score":0.086770296},"labels":[],"label_agreement":null}]}