{"meta":{"query_hash":"280c7909fdb6","filters":{"venue":"Journal of Environmental Science and Pollution Research"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/280c7909fdb6","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Environmental+Science+and+Pollution+Research"},"results":[{"id":"W2958047115","doi":"10.30799/jespr.171.19050205","title":"Mechanical, Chemical, Structural, and Radiological Changes in Pigeon Bone, Associated with The Dietary Intake of Nickel Recovery Slag","year":2019,"lang":"en","type":"article","venue":"Journal of Environmental Science and Pollution Research","topic":"Trace Elements in Health","field":"Nursing","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Materials science; Metallurgy; Energy-dispersive X-ray spectroscopy; Slag (welding); Dentistry; Scanning electron microscope; Chemistry; Medicine; Composite material","score_opus":0.039491246554241244,"score_gpt":0.3276768577801865,"score_spread":0.28818561122594527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2958047115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931761,0.0004927613,4.44832e-7,0.005959414,0.00009877363,0.0002239432,0.000011706612,0.0000016180475,0.00003524588],"genre_scores_gemma":[0.99914324,0.0005079423,0.000098957644,0.00018645589,0.000036076515,0.0000015071504,7.6412715e-7,0.0000042298825,0.000020836369],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99796957,0.00023883083,0.000253424,0.00018378744,0.0010060142,0.00034836706],"domain_scores_gemma":[0.9993076,0.00024155667,0.00019775983,0.00011235306,0.000030755848,0.00011002842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038080213,0.000076977354,0.00018819992,0.00018364447,0.00018716081,0.000034100325,0.00022133146,0.000067031935,0.00009106291],"category_scores_gemma":[0.0002327681,0.00004422678,0.000018695375,0.0003987205,0.00122243,0.00026945627,0.00012290709,0.0005191065,0.0000012858586],"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":[0.0006533806,0.000102550235,0.024108661,0.000015619284,0.000011128033,0.0000054928873,0.00045201086,0.000019961928,0.95370966,0.000035137386,0.0002207617,0.020665616],"study_design_scores_gemma":[0.0011997151,0.003963172,0.96262515,0.00015768007,0.0000114889135,0.000088244225,0.0034885886,0.0003360077,0.027355393,0.0003775534,0.00027976095,0.000117231524],"about_ca_topic_score_codex":0.000033791584,"about_ca_topic_score_gemma":0.00004610844,"teacher_disagreement_score":0.9385165,"about_ca_system_score_codex":0.00036833523,"about_ca_system_score_gemma":0.00004740717,"threshold_uncertainty_score":0.45040944},"labels":[],"label_agreement":null},{"id":"W2980704609","doi":"10.30799/jespr.176.19050305","title":"Influence of Climatic Parameters on Changes in the Density and Viscosity of Diluted Bitumen after a Spill","year":2019,"lang":"en","type":"article","venue":"Journal of Environmental Science and Pollution Research","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saint Mary's University; Bedford Institute of Oceanography","funders":"","keywords":"Asphalt; Environmental science; Viscosity; Attenuation; Oil spill; Wind speed; Atmospheric sciences; Geology; Environmental engineering; Oceanography; Materials science","score_opus":0.01519033407351736,"score_gpt":0.27834203030541377,"score_spread":0.2631516962318964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980704609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990892,0.000026587464,0.0000016047142,0.00052959064,0.000017358001,0.0001722822,0.0000029832547,5.9026956e-7,0.00015982307],"genre_scores_gemma":[0.9995668,0.0002040522,0.0000631664,0.0001461312,0.000003856871,0.0000021286971,8.7095614e-8,0.000001679097,0.0000121182975],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9983716,0.00014638413,0.00019550968,0.00013008612,0.0009871001,0.00016932939],"domain_scores_gemma":[0.9996058,0.000068885514,0.00013450636,0.00011104809,0.000011617571,0.00006815033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028461139,0.000054877026,0.00010645147,0.00017530337,0.00008841871,0.000017776229,0.00016546727,0.00002888331,0.00007692064],"category_scores_gemma":[0.000085209394,0.000035863563,0.000018363071,0.00040893842,0.0012800782,0.0002516202,0.000117020216,0.00017680567,0.000010832049],"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":[0.00012289241,0.00010350681,0.3522059,0.000015501018,0.0000025257475,0.000002945241,0.0011626346,0.0005705718,0.6411559,0.000024995134,0.00000827771,0.0046243616],"study_design_scores_gemma":[0.00023883028,0.0006339083,0.9591721,0.000042915326,0.0000029504301,0.000017293747,0.00063906866,0.0001928957,0.03883819,0.00014397233,0.00004122209,0.000036624595],"about_ca_topic_score_codex":0.00011642578,"about_ca_topic_score_gemma":0.00005828511,"teacher_disagreement_score":0.6069662,"about_ca_system_score_codex":0.00014365379,"about_ca_system_score_gemma":0.000014123657,"threshold_uncertainty_score":0.47165015},"labels":[],"label_agreement":null},{"id":"W3006037629","doi":"10.30799/jespr.192.20060102","title":"The Use of Different Statistical Metrics to Detect Physiological Changes in Metal-Overloaded Avian Bone","year":2020,"lang":"en","type":"article","venue":"Journal of Environmental Science and Pollution Research","topic":"Trace Elements in Health","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Pearson product-moment correlation coefficient; Correlation; Mathematics; Statistics; Bivariate analysis; Linear regression; Bone mineral; Metric (unit); Mineralogy; Osteoporosis; Chemistry; Geometry; Biology","score_opus":0.18875509536848475,"score_gpt":0.3964426055160545,"score_spread":0.20768751014756973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006037629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853266,0.0002057319,0.00006824681,0.014040305,0.00010509822,0.00021722908,0.000029169021,0.0000015443327,0.0000060837256],"genre_scores_gemma":[0.99837327,0.00030591292,0.0007965721,0.00045912788,0.00004943054,0.0000024489773,3.1271617e-7,0.000003647354,0.000009303916],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9972389,0.00034930216,0.00032542995,0.00016561526,0.0015307597,0.00038999203],"domain_scores_gemma":[0.9990286,0.00041010723,0.00011547776,0.000091318034,0.00003241993,0.0003220537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021698275,0.00006901443,0.0001713489,0.00025844475,0.00028061413,0.00005745869,0.00024580283,0.000032546224,0.00005861732],"category_scores_gemma":[0.0016545174,0.000041241536,0.00002235346,0.00077274546,0.00086305634,0.00017249431,0.00017476504,0.00040179517,0.000004039968],"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":[0.0005281048,0.00014122936,0.0042748437,0.000013947467,0.000006152912,0.000011250881,0.0006882259,0.000060225873,0.88501364,0.00013659448,0.0006313447,0.108494446],"study_design_scores_gemma":[0.00048348936,0.0035389096,0.9430101,0.000025725649,0.0000075227845,0.0000089545465,0.0009623263,0.0005800983,0.047100898,0.00017738543,0.004030066,0.00007450984],"about_ca_topic_score_codex":0.00002663842,"about_ca_topic_score_gemma":0.00003550093,"teacher_disagreement_score":0.93873525,"about_ca_system_score_codex":0.00034866802,"about_ca_system_score_gemma":0.00003547091,"threshold_uncertainty_score":0.3179967},"labels":[],"label_agreement":null},{"id":"W3040204690","doi":"10.30799/jespr.201.20060202","title":"Energy Dispersive Spectroscopy (EDS) Measurements of Sulfur Uptake in Pigeon Bone Associated with the Intake of Slag, and the Induction of Homocystinuria","year":2020,"lang":"en","type":"article","venue":"Journal of Environmental Science and Pollution Research","topic":"Renal function and acid-base balance","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Sulfur; Methionine; Slag (welding); Smelting; Osteopenia; Chemistry; Environmental chemistry; Metallurgy; Internal medicine; Biochemistry; Materials science; Amino acid; Medicine; Osteoporosis; Bone mineral","score_opus":0.038508205830771844,"score_gpt":0.28743096534410234,"score_spread":0.24892275951333048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040204690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944704,0.0006838924,0.000027529391,0.004478387,0.000021808282,0.00012336283,0.0000054815946,5.530887e-7,0.00018858463],"genre_scores_gemma":[0.999242,0.0005557072,0.00002968964,0.0001058348,0.000028938957,0.0000011251877,5.565069e-7,0.0000025713932,0.00003359031],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.998133,0.00015747754,0.00027852607,0.0001004801,0.0011948108,0.00013567765],"domain_scores_gemma":[0.9994188,0.00005879405,0.00027176886,0.000070192706,0.00009523714,0.000085226966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002433172,0.000055398687,0.0001969408,0.00012847652,0.00009673526,0.000009168068,0.00009335247,0.000027007814,0.000033587898],"category_scores_gemma":[0.00029445958,0.000027654394,0.000030286188,0.0005609261,0.0017529727,0.00012780936,0.000040815914,0.0002242117,2.2916197e-7],"study_design_candidate":"bench_or_experimental","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":[0.0014245951,0.00009932566,0.016937757,0.0000105584695,0.000023043607,0.000003264041,0.0006637263,0.000018807832,0.97879213,0.000054182372,0.00007511616,0.0018975177],"study_design_scores_gemma":[0.0029217503,0.0014673303,0.54655576,0.00016343009,0.000027931335,0.000036400983,0.0029274172,0.00015597744,0.44552547,0.00003267242,0.00015107651,0.00003477563],"about_ca_topic_score_codex":0.000076204335,"about_ca_topic_score_gemma":0.000019445775,"teacher_disagreement_score":0.53326666,"about_ca_system_score_codex":0.00010549223,"about_ca_system_score_gemma":0.00012543102,"threshold_uncertainty_score":0.6458901},"labels":[],"label_agreement":null},{"id":"W4402300037","doi":"10.30799/jespr.243.24100201","title":"Advancing Sustainable Agriculture: A Critical Review of Innovative Strategies to Decrease Chemical Dependency for Environmental Health","year":2024,"lang":"en","type":"review","venue":"Journal of Environmental Science and Pollution Research","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","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":"Université Laval","funders":"","keywords":"Dependency (UML); Sustainable agriculture; Agriculture; Sustainability; Environmental planning; Business; Environmental science; Environmental resource management; Engineering; Biology; Ecology; Systems engineering","score_opus":0.03701000663144288,"score_gpt":0.4161049974663011,"score_spread":0.3790949908348582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402300037","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010426657,0.9941562,0.00008196579,0.0017574619,0.00009996247,0.0022425854,0.00022411943,0.000007317355,0.00038771256],"genre_scores_gemma":[0.017771924,0.9804409,0.00082834886,0.00040175742,0.00012145935,0.00009018048,0.000018833192,0.000029231394,0.00029733637],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936841,0.00037573403,0.00138821,0.00075621146,0.0025318633,0.0012638707],"domain_scores_gemma":[0.99746424,0.00029446374,0.0004953156,0.00031688844,0.0000610588,0.0013680491],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0075917835,0.0004734267,0.0012898475,0.0004003442,0.00054937595,0.00013987174,0.00084214465,0.00020547376,0.00068828237],"category_scores_gemma":[0.0024738275,0.00030491655,0.0003521703,0.0019758085,0.002838051,0.0012033505,0.0011833693,0.0010162006,0.00005347348],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013097316,0.0016123002,0.000049692204,0.069807924,0.00014662599,0.00014392548,0.0015795244,0.00002443864,0.013358415,0.0009887661,0.037470277,0.87468714],"study_design_scores_gemma":[0.00020634216,0.0017621163,0.00029140458,0.018454466,0.00024188063,0.00054771564,0.008448717,0.0000033417227,0.00030519397,0.0006800003,0.9685263,0.00053248816],"about_ca_topic_score_codex":0.000056745215,"about_ca_topic_score_gemma":0.000003575797,"teacher_disagreement_score":0.9310561,"about_ca_system_score_codex":0.005742678,"about_ca_system_score_gemma":0.001152564,"threshold_uncertainty_score":0.9999403},"labels":[],"label_agreement":null}]}