{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":43,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":43,"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":"6932296ec806","filters":{"venue":"Atmospheric Pollution Research"}},"results":[{"id":"W2124642314","doi":"10.5094/apr.2013.016","title":"Dispersion model evaluation of PM2.5, NOx and SO2 from point and major line sources in Nova Scotia, Canada using AERMOD Gaussian plume air dispersion model","year":2013,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":142,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"","keywords":"AERMOD; Nova scotia; Environmental science; Meteorology; Dispersion (optics); Emission inventory; Air quality index; Atmospheric dispersion modeling; Air pollution; Line source; NOx; Atmospheric sciences; Geography; Physics; Chemistry","authors":[{"name":"Mark D. Gibson","is_ca":true},{"name":"Soumita Kundu","is_ca":false},{"name":"Mysore G. Satish","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08886338454655822,"gpt":0.3517143880501026,"spread":0.2628510035035443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001756124,0.0001496517,0.0002191882,0.00001668884,0.0002610602,0.00003076623,0.0001485036,0.0001244843,0.000594096],"category_scores_gemma":[0.0001623231,0.0001334794,0.0000217508,0.0004110089,0.0003575803,0.0005055363,0.0002804755,0.0002831561,0.00001703728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001433547,"about_ca_system_score_gemma":0.0005551042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.923597,"about_ca_topic_score_gemma":0.5645377,"domain_scores_codex":[0.9969698,0.0003500892,0.0003650124,0.0004162419,0.001352555,0.0005463121],"domain_scores_gemma":[0.9991723,0.00007767199,0.0001047191,0.0002474662,0.00006110367,0.0003367224],"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":[0.0001145289,0.0001247017,0.03519906,0.00006582603,0.00001133323,0.000001552254,0.002127818,0.9291208,0.01536635,0.00006511951,0.001417925,0.01638492],"study_design_scores_gemma":[0.0006792684,0.00005775545,0.1386184,0.00006860162,0.00001085037,0.000001281075,0.0008736514,0.857599,0.0002740605,0.001687503,0.000008485195,0.0001211636],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874811,0.0003392101,0.005538876,0.005697574,0.00002794717,0.0006588712,0.00002712667,0.000008212465,0.0002211391],"genre_scores_gemma":[0.9907917,0.00005732937,0.008567808,0.0004179377,0.00002014335,0.000008847654,0.00001109514,0.0000147181,0.0001104272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3590593,"threshold_uncertainty_score":0.6504934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015274142","doi":"10.5094/apr.2012.049","title":"Survey of persistent organic pollutants (POPs) and polycyclic aromatic hydrocarbons (PAHs) in the atmosphere of rural, urban and industrial areas of Concepción, Chile, using passive air samplers","year":2012,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":97,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Environmental chemistry; Polybrominated diphenyl ethers; Congener; Dieldrin; Pollutant; Persistent organic pollutant; Environmental science; Organochlorine pesticide; Chemistry; Ethylbenzene; Chlordane; Pesticide; Benzene; Organic chemistry","authors":[{"name":"Karla Pozo","is_ca":true},{"name":"Tom Harner","is_ca":true},{"name":"Anny Rudolph","is_ca":false},{"name":"Germán Oyola","is_ca":false},{"name":"Victor H. Estellano","is_ca":false},{"name":"Ramón Ahumada-Rudolph","is_ca":false},{"name":"Mauricio Garrido","is_ca":false},{"name":"Katerine Pozo","is_ca":false},{"name":"Rosanna Mabilia","is_ca":false},{"name":"Silvano Focardi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06128328998994948,"gpt":0.3017426191981116,"spread":0.2404593292081622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002892519,0.0002469998,0.0005049955,0.00001632199,0.000171176,0.00001698447,0.0004526907,0.0002073218,0.0002903589],"category_scores_gemma":[0.001367284,0.0001920804,0.00008535256,0.00210798,0.001727627,0.0003667409,0.0003104943,0.0004247369,0.000005375909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003620253,"about_ca_system_score_gemma":0.000183959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01322316,"about_ca_topic_score_gemma":0.0005742851,"domain_scores_codex":[0.995632,0.001489822,0.000675876,0.000270972,0.00109698,0.0008343423],"domain_scores_gemma":[0.9981702,0.0006687458,0.0003820426,0.0005011547,0.000006021484,0.0002718215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002068127,0.000410986,0.9293743,0.00001776128,0.000153963,0.000002848854,0.005882561,0.0001003199,0.04182574,0.00001981213,0.0001838603,0.021821],"study_design_scores_gemma":[0.001093584,0.0002954458,0.9877069,0.00009250877,0.00004570287,0.00003337668,0.006382002,0.002601487,0.001498917,0.00005084695,0.00002066819,0.0001785383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972072,0.001481546,0.00002214905,0.0002331161,0.0000787708,0.0006096927,0.0001566541,0.000009773686,0.0002011519],"genre_scores_gemma":[0.9995541,0.0001232808,0.0001799977,0.00004651623,0.00003465873,0.000004845775,0.000002240631,0.00002904882,0.00002532469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05833258,"threshold_uncertainty_score":0.9933479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2548531677","doi":"10.1016/j.apr.2016.10.009","title":"Evaluation of PM surface concentrations simulated by Version 1 of NASA's MERRA Aerosol Reanalysis over Europe","year":2016,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":94,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Sulfate; Aerosol; Environmental science; Sea salt; Carbon black; Total organic carbon; Particulates; Carbon fibers; Environmental chemistry; Atmospheric sciences; Climatology; Meteorology; Chemistry; Geology; Geography","authors":[{"name":"Simon Provençal","is_ca":true},{"name":"Virginie Buchard","is_ca":false},{"name":"Arlindo da Silva","is_ca":false},{"name":"Richard D. LeDuc","is_ca":true},{"name":"Nathalie Barrette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04232578917921082,"gpt":0.3146756201642739,"spread":0.272349830985063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002701073,0.0001367468,0.0002416274,0.000003203842,0.0002050246,0.00002003737,0.0002877888,0.0001147348,0.01306837],"category_scores_gemma":[0.0007992549,0.00009879032,0.00008855522,0.00142522,0.0004268433,0.0002673297,0.00002981821,0.0001393475,0.0001158003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005022988,"about_ca_system_score_gemma":0.0003680805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002693588,"about_ca_topic_score_gemma":0.0001111467,"domain_scores_codex":[0.9960505,0.0007399473,0.000435667,0.0003448847,0.002029105,0.0003998725],"domain_scores_gemma":[0.9977524,0.0003962952,0.0002131355,0.0003961837,0.001087183,0.0001548045],"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":[0.0003251937,0.0002112724,0.1457458,0.00004491044,0.0003075523,0.000002649142,0.0002168108,0.107455,0.6971065,0.00003891737,0.01630234,0.03224306],"study_design_scores_gemma":[0.005431077,0.0007851768,0.2088574,0.0002982938,0.0004442506,0.00000504059,0.0007257075,0.4576038,0.3172792,0.0003529886,0.007480169,0.0007368624],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914294,0.0007481133,0.0006099006,0.0003905218,0.00007096168,0.0002695548,0.0002023437,0.00002348247,0.00625571],"genre_scores_gemma":[0.9976555,0.0002852746,0.0004398409,0.00001554015,0.00003009707,8.953651e-7,0.00008071335,0.000005880016,0.001486336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3798273,"threshold_uncertainty_score":0.9878338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026795354","doi":"10.5094/apr.2012.043","title":"Chiral persistent organic pollutants as tracers of atmospheric sources and fate: review and prospects for investigating climate change influences","year":2012,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Environment and Climate Change Canada","funders":"","keywords":"Environmental science; Pollutant; Biogeochemical cycle; Glacier; Environmental chemistry; Climate change; Volatilisation; Arctic; Chemistry; Physical geography; Ecology; Geography","authors":[{"name":"Terry F. Bidleman","is_ca":true},{"name":"Liisa M. Jantunen","is_ca":true},{"name":"Perihan Binnur Kurt-Karakuş","is_ca":false},{"name":"Fiona Wong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05423885810636368,"gpt":0.3295231529732079,"spread":0.2752842948668442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002023276,0.0002736075,0.0004321256,0.000006984696,0.0005123387,0.0000551197,0.000291068,0.00012942,0.001027708],"category_scores_gemma":[0.0008621708,0.000232372,0.0000802038,0.001168683,0.00115641,0.0007668515,0.0004045238,0.0002758239,0.00006537217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003119465,"about_ca_system_score_gemma":0.00006463191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003448375,"about_ca_topic_score_gemma":0.00004282777,"domain_scores_codex":[0.9968091,0.0002527741,0.0004486919,0.0004723991,0.0007526481,0.00126435],"domain_scores_gemma":[0.9987347,0.0001354661,0.0002375928,0.0003126113,0.0000163907,0.0005632887],"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":[0.0001861505,0.0004702239,0.3486056,0.002368202,0.0002812773,0.000006833789,0.0157286,0.00002464435,0.1107819,0.0006411122,0.0007710268,0.5201344],"study_design_scores_gemma":[0.001111173,0.001087976,0.9869282,0.0007677525,0.0002021883,0.0001514298,0.002628009,0.001477793,0.002834134,0.0004885647,0.001701612,0.000621136],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595559,0.0358987,0.00001439514,0.00205598,0.00007886482,0.001593189,0.00007468419,0.00005673051,0.0006715139],"genre_scores_gemma":[0.9871985,0.007928668,0.003585138,0.0007983879,0.00008211739,0.0000754894,7.658051e-7,0.00004403864,0.0002869279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6383227,"threshold_uncertainty_score":0.9998855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2779231952","doi":"10.1016/j.apr.2017.12.005","title":"Comparison of chemical suppressants under different atmospheric temperatures for the control of fugitive dust emission on mine hauls roads","year":2017,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Coal Properties and Utilization","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Environmental science; Chloride; Environmental chemistry; Salt (chemistry); Salt solution; Chemical agents; Environmental engineering; Atmospheric dust; Chemistry; Aerosol","authors":[{"name":"D. Omane","is_ca":true},{"name":"Wei Victor Liu","is_ca":true},{"name":"Yashar Pourrahimian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06491947000469195,"gpt":0.358753497294852,"spread":0.29383402729016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003303539,0.0001710236,0.0003513573,0.000003912494,0.0003434747,0.00005931757,0.0004398494,0.0001342619,0.0001032114],"category_scores_gemma":[0.000348507,0.000109291,0.0001115589,0.0001354606,0.0003815778,0.000104928,0.00009273513,0.0002915493,0.000002543572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001071627,"about_ca_system_score_gemma":0.0000386681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001516498,"about_ca_topic_score_gemma":0.00001010288,"domain_scores_codex":[0.9984488,0.00008030763,0.0003575094,0.0002102335,0.0005282332,0.0003749525],"domain_scores_gemma":[0.9986575,0.0003308555,0.0001112026,0.0005512208,0.0002626649,0.00008659715],"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":[0.002812327,0.0009323873,0.02238218,0.0006962471,0.0005939393,0.000002205091,0.001080836,0.1128848,0.7786648,0.00338229,0.02667057,0.04989742],"study_design_scores_gemma":[0.001602277,0.0003663989,0.07624773,0.0001784791,0.0000365364,8.758774e-7,0.0006451234,0.7454852,0.1735097,0.0001629317,0.001594269,0.0001703828],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858454,0.001769268,0.009883342,0.0008073542,0.000256474,0.0008271165,0.00006107797,0.00004117639,0.0005087465],"genre_scores_gemma":[0.9990237,0.0001177797,0.0001545289,0.0000222724,0.0001034855,0.0000766252,0.00001173543,0.00003071473,0.0004591688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6326004,"threshold_uncertainty_score":0.4456759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2130939364","doi":"10.5094/apr.2014.052","title":"A year-long comparison of particle formation events at paired urban and rural locations","year":2014,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Environment and Climate Change Canada; University of Toronto; Occupational Cancer Research Centre","funders":"Ministry of Environment; Svenska Forskningsrådet Formas; Canadian Foundation for Climate and Atmospheric Sciences","keywords":"Nucleation; Downtown; Environmental science; Atmospheric sciences; Ultrafine particle; Particle (ecology); Air mass (solar energy); Particle number; Meteorology; Geography; Physical geography; Chemistry; Physics; Geology; Mechanics; Archaeology","authors":[{"name":"Yun‐Seok Jun","is_ca":true},{"name":"Cheol–Heon Jeong","is_ca":true},{"name":"Kelly Sabaliauskas","is_ca":true},{"name":"W. R. Leaitch","is_ca":true},{"name":"Greg J. Evans","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08375835046263129,"gpt":0.3841622837103573,"spread":0.300403933247726,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001211492,0.00005760106,0.000108861,0.000003856703,0.0003633942,0.00001145318,0.00009974946,0.00005226712,0.0004700382],"category_scores_gemma":[0.0001966136,0.00005402348,0.00001890278,0.0003455409,0.0002383142,0.000242435,0.0001460498,0.0001122107,0.0003347801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002595306,"about_ca_system_score_gemma":0.00001815435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001011175,"about_ca_topic_score_gemma":0.0004107305,"domain_scores_codex":[0.9984613,0.000347074,0.0002471231,0.0001187133,0.000481915,0.0003438529],"domain_scores_gemma":[0.9994364,0.00009974673,0.0000753038,0.0001817675,0.00002136214,0.0001854352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001010947,0.0002107834,0.9312332,0.0000698272,0.00000680298,1.806211e-7,0.00417753,0.001526766,0.001973136,0.002005452,0.02005225,0.03864297],"study_design_scores_gemma":[0.0003475985,0.0001874482,0.861277,0.00001886303,0.000003127509,9.779852e-7,0.0006255038,0.1323879,0.001032547,0.0004181128,0.003639932,0.00006102367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906076,0.00006938972,0.005014673,0.002779853,0.00002542727,0.0002325752,0.000003057663,0.00002093332,0.001246448],"genre_scores_gemma":[0.9978795,0.00001662778,0.001039909,0.0001547559,0.00001875848,0.00001632015,0.000006016911,0.000005477629,0.0008626326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1308611,"threshold_uncertainty_score":0.5146589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030517027","doi":"10.5094/apr.2012.030","title":"Concentration and source origin of lanthanoids in the Canadian atmospheric particulate matter: a case study","year":2012,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Particulates; Environmental chemistry; Environmental science; Lanthanide; Refining (metallurgy); Petrochemical; Pollution; Air pollution; Oil refinery; Chemistry; Environmental engineering","authors":[{"name":"Valbona Celo","is_ca":true},{"name":"Ewa Dąbek-Złotorzyńska","is_ca":true},{"name":"Jiujiang Zhao","is_ca":true},{"name":"David T. Bowman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.081407341280371,"gpt":0.3771292637584244,"spread":0.2957219224780534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003378183,0.00008913122,0.0001230733,0.000002156416,0.000440653,0.00003946514,0.0001334191,0.00006652779,0.0007697853],"category_scores_gemma":[0.00008040582,0.00006667725,0.00001582772,0.0007879722,0.0003303162,0.0002437978,0.00007927205,0.0002633679,0.0001811944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004178808,"about_ca_system_score_gemma":0.0001106765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6720205,"about_ca_topic_score_gemma":0.2950943,"domain_scores_codex":[0.9973887,0.0009302837,0.0002514849,0.0001693372,0.0005099085,0.0007502763],"domain_scores_gemma":[0.999235,0.0001239493,0.00005240241,0.0002334209,0.00001432744,0.0003408767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001527373,0.0001826312,0.9763454,0.00001228393,0.000004473371,0.00005663747,0.0153161,0.0004001413,0.00002991667,0.00008363113,0.001697662,0.0058559],"study_design_scores_gemma":[0.0004059305,0.0001891278,0.9744837,0.000008584451,0.000006654826,0.0001829067,0.01284212,0.005423948,0.00001445304,0.00005701161,0.006290811,0.00009477299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951715,0.0001339892,0.00008375821,0.002421688,0.00003717582,0.0006836503,0.000002561492,0.000007017945,0.001458695],"genre_scores_gemma":[0.9983789,0.00001668333,0.0004822477,0.0008405027,0.00003086925,0.00004158448,0.000001031184,0.000007491906,0.0002007035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3769262,"threshold_uncertainty_score":0.8428609,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2790602267","doi":"10.1016/j.apr.2018.01.004","title":"A study of meteorological effects on PM2.5 concentration in mining area","year":2018,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"National Oceanic and Atmospheric Administration","keywords":"Atmospheric instability; Environmental science; Atmosphere (unit); Atmospheric sciences; Planetary boundary layer; Wind speed; Dilution; Dispersion (optics); Pollutant; Flux (metallurgy); Atmospheric dispersion modeling; Diurnal cycle; Stability (learning theory); Meteorology; Air pollution; Materials science; Chemistry; Geology; Geography","authors":[{"name":"Zunaira Asif","is_ca":true},{"name":"Zhi Chen","is_ca":true},{"name":"Jianbo Guo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.129209343186807,"gpt":0.4112797694912972,"spread":0.2820704263044903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002144506,0.00008059039,0.0001559116,0.000006944918,0.0001929892,0.00001207659,0.0001664977,0.00008340886,0.0007000685],"category_scores_gemma":[0.0006563067,0.00006681061,0.00001723382,0.0008731424,0.0003364428,0.0001067077,0.0001068706,0.0002219461,0.0001795374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000314683,"about_ca_system_score_gemma":0.00003954439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001696002,"about_ca_topic_score_gemma":0.0008476664,"domain_scores_codex":[0.9974483,0.0009188707,0.0002554915,0.0002725289,0.0006223418,0.0004825114],"domain_scores_gemma":[0.9992409,0.0003247113,0.00006072722,0.0002119624,0.00002192098,0.0001397241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002519471,0.005665515,0.7179422,0.00009426672,0.00004493611,0.00009419563,0.03982472,0.003994016,0.01174611,0.001236493,0.01955127,0.1972868],"study_design_scores_gemma":[0.001228366,0.007092229,0.9777561,0.00003298105,0.000002735273,0.000001359184,0.002036745,0.009557109,0.001169967,0.0002876755,0.0007443814,0.00009037135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926835,0.00001521481,0.0001649598,0.0009517145,0.00006714086,0.0006760535,6.935754e-7,0.00001665845,0.005424008],"genre_scores_gemma":[0.9981915,0.000007421007,0.0009457198,0.0006136513,0.00004354526,0.00003906169,6.755454e-7,0.000005284375,0.0001531371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2598138,"threshold_uncertainty_score":0.7665259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3164875279","doi":"10.1016/j.apr.2021.101094","title":"Spatiotemporal variability of fugitive gas migration emissions around a petroleum well","year":2021,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund","keywords":"Environmental science; Wellhead; Methane; Greenhouse gas; Diel vertical migration; Spatial variability; Soil gas; Natural gas; Atmospheric sciences; Fossil fuel; Soil science; Hydrology (agriculture); Chemistry; Geology; Soil water; Petroleum engineering","authors":[{"name":"Neil A. Fleming","is_ca":true},{"name":"Tiago A. Morais","is_ca":true},{"name":"K. Ulrich Mayer","is_ca":false},{"name":"M. Cathryn Ryan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01864633407962133,"gpt":0.2816037318381398,"spread":0.2629573977585185,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001132735,0.0001758073,0.0002305503,0.000002854259,0.0003262005,0.00003177385,0.0002509698,0.0001530722,0.005782563],"category_scores_gemma":[0.0002543239,0.0001710585,0.0001161301,0.0009265093,0.0007916189,0.0002633509,0.0004228591,0.0003764616,0.0003313073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007991096,"about_ca_system_score_gemma":0.0001206623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002342667,"about_ca_topic_score_gemma":0.0002337411,"domain_scores_codex":[0.9969029,0.0005930436,0.0003993272,0.0005515975,0.001014631,0.0005385322],"domain_scores_gemma":[0.9989094,0.000155557,0.0001203447,0.0005363727,0.00004549347,0.0002328643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001979594,0.001566617,0.7705523,0.00005312952,0.00007958824,0.00006463937,0.001008276,0.1554361,0.04140085,0.001573416,0.004851339,0.0232158],"study_design_scores_gemma":[0.0009784598,0.0003843226,0.6606561,0.00005129486,0.00003731719,0.00003817249,0.003853454,0.2825371,0.004693529,0.006768427,0.03948712,0.000514693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9438182,0.00006720606,0.03287527,0.001294662,0.00009924325,0.0002302161,0.000008611001,0.00003468196,0.02157198],"genre_scores_gemma":[0.966014,0.0001728024,0.02650882,0.00009506551,0.00004405643,0.00002974661,0.00002267904,0.00002107174,0.007091742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1271011,"threshold_uncertainty_score":0.9951263,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366503425","doi":"10.1016/j.apr.2023.101752","title":"Multi-step ahead hourly forecasting of air quality indices in Australia: Application of an optimal time-varying decomposition-based ensemble deep learning algorithm","year":2023,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Hilbert–Huang transform; Mean squared error; Artificial neural network; Feature selection; Computer science; Discriminative model; Artificial intelligence; Feature (linguistics); Data mining; Mode (computer interface); Algorithm; Random forest; Principal component analysis; Filter (signal processing); Pattern recognition (psychology); Machine learning; Mathematics; Statistics","authors":[{"name":"Mehdi Jamei","is_ca":false},{"name":"Mumtaz Ali","is_ca":true},{"name":"Changhyun Jun","is_ca":false},{"name":"Sayed M. Bateni","is_ca":false},{"name":"Masoud Karbasi","is_ca":false},{"name":"Aitazaz A. Farooque","is_ca":true},{"name":"Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09192673908280491,"gpt":0.3965964832192423,"spread":0.3046697441364374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004217089,0.0001450671,0.0002637706,0.00004550267,0.000321811,0.00002015618,0.0002975521,0.0001441499,0.0001023355],"category_scores_gemma":[0.000306889,0.0001577683,0.00006853606,0.001979467,0.0003189041,0.0002874055,0.0001639469,0.0004482407,0.0001066366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000317244,"about_ca_system_score_gemma":0.00003727989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01377217,"about_ca_topic_score_gemma":0.0001783794,"domain_scores_codex":[0.9967327,0.0007713227,0.0006100176,0.0004307452,0.0008620696,0.0005931132],"domain_scores_gemma":[0.9987823,0.0004663708,0.0002899586,0.0002620533,0.00006621862,0.0001331387],"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":[0.00007753327,0.000219524,0.0580117,0.00006921904,0.00001047326,0.000005761995,0.001119073,0.6242251,0.0370083,0.000004090533,0.00001119233,0.279238],"study_design_scores_gemma":[0.0004418133,0.0001829736,0.1954783,0.000056332,0.000003752929,0.000001529993,0.0007908735,0.7972512,0.005623682,0.00002294845,0.00002512884,0.0001215099],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9263674,0.00001780681,0.07301626,0.00005373621,0.00003150143,0.0003057308,0.00001117802,0.00007510409,0.0001213029],"genre_scores_gemma":[0.8677166,0.000002811581,0.1319637,0.000004819815,0.00003582175,0.0000491736,0.00004920291,0.0000188963,0.0001589581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2791165,"threshold_uncertainty_score":0.9927952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2192443984","doi":"10.1016/j.apr.2015.08.007","title":"Modelling PUF passive air samplers: Temperature dependence of polyurethane foam – Air partitioning of PAHs and their O-, N-, and S-derivatives computed by COSMO-RS","year":2015,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada; Trent University","funders":"Clean Air Regulatory Agenda","keywords":"Toluene; Polyurethane; Ethylene oxide; Chemistry; Styrene; Volatility (finance); Polymer; Analytical Chemistry (journal); Thermodynamics; Materials science; Organic chemistry; Chemical engineering; Copolymer","authors":[{"name":"J. Mark Parnis","is_ca":true},{"name":"Donald Mackay","is_ca":true},{"name":"Tom Harner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04082716804073628,"gpt":0.2896462585442847,"spread":0.2488190905035484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001086443,0.0002046307,0.0003193612,0.00001568159,0.0001989829,0.00002732879,0.0002599923,0.0001560695,0.0001120916],"category_scores_gemma":[0.0003518934,0.000170386,0.00003461558,0.0008675999,0.001236946,0.0004171857,0.000327275,0.0003597905,0.000006989592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002161365,"about_ca_system_score_gemma":0.0001236951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001466804,"about_ca_topic_score_gemma":0.00004894744,"domain_scores_codex":[0.9975277,0.0004358535,0.0003465179,0.0004231956,0.0007225021,0.0005442947],"domain_scores_gemma":[0.99886,0.0002726016,0.0001746619,0.0002980292,0.00003972594,0.0003549635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005319367,0.000477083,0.01587461,0.00008424752,0.0002239271,0.0000167846,0.01286968,0.04813045,0.8427082,0.0003480755,0.00820009,0.07053488],"study_design_scores_gemma":[0.004905359,0.002260812,0.1882313,0.0005254631,0.00005012036,0.0001710077,0.02000175,0.352547,0.4173137,0.0106218,0.002071023,0.001300623],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815414,0.001301584,0.01526221,0.001024307,0.00004407863,0.0003522157,0.0002078916,0.00003735136,0.0002289426],"genre_scores_gemma":[0.9940177,0.0001852798,0.005531684,0.00009372929,0.00002144472,0.000007184343,0.0000050794,0.0000227067,0.0001152445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4253945,"threshold_uncertainty_score":0.6948139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313398944","doi":"10.1016/j.apr.2022.101646","title":"Quantifying start emissions and impact of reducing cold and warm starts for gasoline and hybrid vehicles","year":2023,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Environmental science; Gasoline; NOx; Cold start (automotive); Nitrogen oxides; Greenhouse gas; Ultrafine particle; Meteorology; Combustion; Waste management; Automotive engineering; Engineering; Chemistry; Geography","authors":[{"name":"Zhiqiang Zhai","is_ca":false},{"name":"Junshi Xu","is_ca":true},{"name":"Mingqian Zhang","is_ca":true},{"name":"An Wang","is_ca":true},{"name":"Marianne Hatzopoulou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07774208458972104,"gpt":0.3658314816747405,"spread":0.2880893970850195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007552881,0.0001096885,0.0001732643,0.00003015479,0.0003031155,0.00004092136,0.00005812339,0.00005269695,0.00001994269],"category_scores_gemma":[0.0001072743,0.00009459158,0.00003079619,0.0004304925,0.0001228063,0.0001688005,0.00008316433,0.0001837528,0.000001836123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004956012,"about_ca_system_score_gemma":0.00006201594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002691991,"about_ca_topic_score_gemma":0.000005470506,"domain_scores_codex":[0.998966,0.00003648388,0.0001966754,0.0001908916,0.0001927102,0.000417272],"domain_scores_gemma":[0.9993412,0.0002084125,0.00002231063,0.0001475667,0.00007656187,0.0002038753],"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":[0.0001814584,0.00004975317,0.02323634,0.001050872,0.000141808,0.00001349149,0.001152938,0.05983372,0.7912003,0.0003389974,0.02140688,0.1013935],"study_design_scores_gemma":[0.0005659764,0.0002305364,0.03404406,0.0001928383,0.000008409321,0.00001372591,0.0003505818,0.947461,0.0125012,0.0001158562,0.004364489,0.0001513391],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971316,0.001848085,0.0002849822,0.0002265419,0.00004103626,0.000257733,0.00005945869,0.00009417997,0.00005639995],"genre_scores_gemma":[0.9950922,0.003029321,0.001524842,0.000005121581,0.00004659037,0.00002477841,0.000007686594,0.00002532797,0.0002440976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8876273,"threshold_uncertainty_score":0.3857333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3093588326","doi":"10.1016/j.apr.2020.10.016","title":"Dependence of pollutant emission factors and fuel consumption on driving conditions and gasoline vehicle types","year":2020,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"China Scholarship Council; Ministry of Science and Technology of the People's Republic of China; National Natural Science Foundation of China","keywords":"NOx; Fuel efficiency; Gasoline; Pollutant; Combustion; Environmental science; Nitrogen oxide; Automotive engineering; Carbon monoxide; Exhaust gas; Thrust specific fuel consumption; Fuel injection; Cold start (automotive); Chemistry; Waste management; Catalysis; Engineering","authors":[{"name":"Liang Qu","is_ca":false},{"name":"Wei-Wei Wang","is_ca":false},{"name":"Mengliang Li","is_ca":false},{"name":"Xiaohong Xu","is_ca":true},{"name":"Zongbo Shi","is_ca":false},{"name":"Hongjun Mao","is_ca":false},{"name":"Taosheng Jin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04399043953756709,"gpt":0.3088616128683255,"spread":0.2648711733307584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001877317,0.0001043558,0.0001379888,0.00001369665,0.0001675746,0.00002473463,0.00007537495,0.00007748555,0.0001773254],"category_scores_gemma":[0.0001116998,0.00008857979,0.0000193396,0.0003008468,0.0001366875,0.0001299994,0.00005599588,0.0002810045,0.00001467804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003602354,"about_ca_system_score_gemma":0.0000277319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003406374,"about_ca_topic_score_gemma":0.000005080552,"domain_scores_codex":[0.9990919,0.00005175516,0.0001735332,0.0001732894,0.0002678045,0.0002417741],"domain_scores_gemma":[0.9994819,0.0001117497,0.00002493282,0.0001104437,0.0000483387,0.0002226467],"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":[0.0001316292,0.00009069784,0.2774287,0.000885804,0.00008260674,0.00001507584,0.002175781,0.01200863,0.679381,0.001383531,0.002023647,0.02439286],"study_design_scores_gemma":[0.0005800875,0.0003121557,0.4642518,0.0002479755,0.00001163439,0.00000803542,0.0004158493,0.5091418,0.02266126,0.0001597141,0.001987662,0.0002219739],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976095,0.001019411,0.0002961096,0.0004008628,0.00003807248,0.0001290344,0.00002191642,0.00007463792,0.0004104618],"genre_scores_gemma":[0.9975147,0.002010738,0.0003163425,0.00003398522,0.000036442,0.00000516731,0.000004194336,0.00001493715,0.00006351412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6567197,"threshold_uncertainty_score":0.3612179,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3096196480","doi":"10.1016/j.apr.2020.10.019","title":"A first look at atmospheric concentrations and temporal trends of phthalates in distinct urban sectors of the Greater Toronto Area","year":2020,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Effects and risks of endocrine disrupting chemicals","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Environment and Climate Change Canada","funders":"Chugoku Marine Paints","keywords":"Environmental chemistry; Volatilisation; Chemistry; Polybrominated diphenyl ethers; Phthalate; Organophosphate; Environmental science; Particulates; Atmospheric sciences; Pesticide; Pollutant; Organic chemistry","authors":[{"name":"Tijana Vasiljević","is_ca":true},{"name":"Ky Su","is_ca":true},{"name":"Tom Harner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02546629266560507,"gpt":0.3227330770857298,"spread":0.2972667844201247,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002289675,0.0001209154,0.0001976394,0.000001137113,0.0001484265,0.00001253853,0.0002380499,0.00005066138,0.001884115],"category_scores_gemma":[0.0001626092,0.00008016946,0.00006717386,0.0006085139,0.0006310871,0.0001121864,0.0003573721,0.0001383605,0.00000739659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000248954,"about_ca_system_score_gemma":0.00001894612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009874265,"about_ca_topic_score_gemma":0.003343923,"domain_scores_codex":[0.9985593,0.0001340927,0.0002769397,0.0002860249,0.0004133128,0.0003303124],"domain_scores_gemma":[0.9994236,0.000124704,0.0000956235,0.000214206,0.00001770714,0.0001241449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006354587,0.00006488258,0.9859535,0.00003186813,0.00001112556,0.000003635284,0.001100823,0.0006460451,0.009198024,0.00001967085,0.002282056,0.0006248244],"study_design_scores_gemma":[0.0005570372,0.0002179849,0.9780551,0.00004607594,0.00000932679,0.000003762364,0.0003234307,0.01411025,0.004576632,0.00002211408,0.001959459,0.0001188231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948655,0.0002997674,0.00000826554,0.0009523715,0.00002248862,0.0002028076,0.00001552339,0.00001174473,0.003621511],"genre_scores_gemma":[0.9987733,0.00004032159,0.0003417247,0.00003396103,0.00001671294,0.00001720727,0.000003713581,0.00001119873,0.000761808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01346421,"threshold_uncertainty_score":0.9990283,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3216596856","doi":"10.1016/j.apr.2021.101271","title":"Biofiltration of methane in presence of ethylbenzene or xylene","year":2021,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Biofilter; Ethylbenzene; Volatile organic compound; Chemistry; Environmental chemistry; Methane; Biodegradation; Xylene; Toluene; Environmental science; Environmental engineering; Organic chemistry","authors":[{"name":"El Farouk Omar Merouani","is_ca":true},{"name":"Bahman Khabiri","is_ca":true},{"name":"Milad Ferdowsi","is_ca":true},{"name":"El‐Hadi Benyoussef","is_ca":false},{"name":"Luc Malhautier","is_ca":false},{"name":"Gerardo Buelna","is_ca":true},{"name":"J. Peter Jones","is_ca":true},{"name":"Michèle Heitz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07059489790053024,"gpt":0.363959185248965,"spread":0.2933642873484347,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007016477,0.0000800965,0.0002401974,0.00002426391,0.00001970832,0.000005620315,0.000228281,0.0001664893,0.0005273289],"category_scores_gemma":[0.003834138,0.0000664457,0.00005033203,0.001693625,0.0001218573,0.00008632715,0.0001333798,0.0003177529,0.000006959348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006727895,"about_ca_system_score_gemma":0.0002008238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005300428,"about_ca_topic_score_gemma":0.00007393689,"domain_scores_codex":[0.9985163,0.0001330256,0.0003615241,0.0002082347,0.000477596,0.0003032744],"domain_scores_gemma":[0.9988526,0.0004147596,0.00005749781,0.0003434178,0.0002803116,0.00005142611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001079487,0.00009515054,0.0005494608,0.00009149768,0.00001429481,0.00001270776,0.00007762419,0.002085068,0.9721014,0.001750092,0.0001691678,0.02294563],"study_design_scores_gemma":[0.0005309098,0.00008154791,0.002975815,0.0001062771,0.000003488459,0.000003497772,0.0005704796,0.02461787,0.969838,0.0005687226,0.0006308108,0.00007252971],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878136,0.001916945,0.005958952,0.001442107,0.00008366716,0.0001818875,0.00001123453,0.00008129481,0.002510316],"genre_scores_gemma":[0.991087,0.0003941378,0.006810274,0.000008902633,0.00001921156,0.00001966403,0.000003303539,0.000009861405,0.00164771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0228731,"threshold_uncertainty_score":0.5773882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2771308635","doi":"10.1016/j.apr.2017.11.014","title":"Characterization of air quality and sources of fine particulate matter (PM2.5) in the City of Calgary, Canada","year":2017,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"National Oceanic and Atmospheric Administration; Alberta Environment and Parks","keywords":"Air quality index; Particulates; Environmental science; Aerosol; Air pollution; Criteria air contaminants; Geography; Pollution; Air pollutants; Physical geography; Meteorology","authors":[{"name":"Md. Aynul Bari","is_ca":true},{"name":"Warren B. Kindzierski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08530119289871362,"gpt":0.3693872606646975,"spread":0.2840860677659839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002295609,0.00005294265,0.0001562203,0.000003186834,0.0001944871,0.000008019059,0.00024565,0.00004186251,0.000339717],"category_scores_gemma":[0.0002569133,0.00003863505,0.00001560241,0.0001589595,0.0006179428,0.0001251198,0.0001468794,0.0001267031,0.000003109602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008164929,"about_ca_system_score_gemma":0.0001088086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.778558,"about_ca_topic_score_gemma":0.2990442,"domain_scores_codex":[0.9983086,0.0004324824,0.0003350081,0.0001228625,0.0005612759,0.000239745],"domain_scores_gemma":[0.9992207,0.0001059626,0.0002383361,0.0003439648,0.00002520653,0.00006588758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000609023,0.00006942017,0.9870224,0.0000955681,0.000003985556,0.000001089049,0.0009962091,0.00006841627,0.00737611,0.0001792126,0.0002268647,0.003899799],"study_design_scores_gemma":[0.0001812032,0.00004875076,0.994912,0.00002214933,0.000001690602,7.336117e-7,0.00010897,0.0007839391,0.003312305,0.0001799938,0.0004120682,0.00003622751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990454,0.00001582476,0.0001226218,0.008578441,0.00001645452,0.0002056703,0.00001423512,0.000001260464,0.0005915179],"genre_scores_gemma":[0.9993418,0.00002062152,0.0001674476,0.0003140922,0.000006791833,0.000006188254,0.0000022394,0.000002763691,0.0001380771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4795138,"threshold_uncertainty_score":0.7137464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3157098704","doi":"10.1016/j.apr.2021.101057","title":"The relationship between Brown haze, atmospheric boundary layer structure, and air pollution in an urban area of complex coastal terrain","year":2021,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Auckland Council","keywords":"Haze; Environmental science; Daytime; Air quality index; Planetary boundary layer; Air pollution; Atmospheric sciences; Ceilometer; Pollution; Climatology; Meteorology; Aerosol; Geography; Chemistry; Geology; Ecology","authors":[{"name":"Hannah G. Marley","is_ca":false},{"name":"Kim N. Dirks","is_ca":false},{"name":"Andrew Neverman","is_ca":false},{"name":"Ian G. McKendry","is_ca":true},{"name":"Jennifer Salmond","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07433440171713004,"gpt":0.312881270472794,"spread":0.238546868755664,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00111946,0.0002374473,0.000324497,0.000003301404,0.001022478,0.000169393,0.0003788265,0.0002147444,0.0009859216],"category_scores_gemma":[0.0005813921,0.0001926001,0.0000731777,0.001647668,0.0009954259,0.0004260932,0.00009469275,0.0006933877,0.00001389199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004786014,"about_ca_system_score_gemma":0.0005126848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002059103,"about_ca_topic_score_gemma":0.006322592,"domain_scores_codex":[0.9965521,0.0007495075,0.0005561971,0.0005443689,0.0008347148,0.0007631721],"domain_scores_gemma":[0.9981132,0.0007552388,0.0001513352,0.0005049802,0.0001920312,0.0002831976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009689148,0.00003529434,0.9814434,0.00003595795,0.00002235739,0.000019528,0.0004087406,0.001964125,0.001386884,0.0001676406,0.001549417,0.01286978],"study_design_scores_gemma":[0.0005409718,0.0001508893,0.9819885,0.00004031731,0.00001020376,0.00002533438,0.001399303,0.005828278,0.0003792392,0.002088222,0.007336549,0.0002122249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933441,0.001595268,0.0003237225,0.002280676,0.00009929251,0.0002792279,0.0002409269,0.00003918396,0.001797619],"genre_scores_gemma":[0.9947143,0.00006276415,0.003157482,0.0001820216,0.0001617992,0.000004581058,0.0003176469,0.00001216072,0.001387204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01265756,"threshold_uncertainty_score":0.9999273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3207691721","doi":"10.1016/j.apr.2021.101223","title":"Towards quantifying subsurface methane emissions from energy wells with integrity failure","year":2021,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; University of British Columbia","funders":"","keywords":"Greenhouse gas; Fugitive emissions; Environmental science; Methane; Soil gas; Groundwater; Eddy covariance; Environmental engineering; Soil water; Soil science; Ecosystem; Geology; Chemistry; Geotechnical engineering; Ecology","authors":[{"name":"J. Soares","is_ca":true},{"name":"Chitra Chopra","is_ca":true},{"name":"Cole J.C. Van De Ven","is_ca":true},{"name":"Aaron G. Cahill","is_ca":false},{"name":"Roger Beckie","is_ca":true},{"name":"T. Andrew Black","is_ca":true},{"name":"Bethany Ladd","is_ca":true},{"name":"K. Ulrich Mayer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04288109306282414,"gpt":0.3060464979528169,"spread":0.2631654048899927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006127045,0.0002874953,0.0003059701,0.000002756606,0.0004760422,0.00008485377,0.0004740924,0.0002397302,0.0114205],"category_scores_gemma":[0.0001220477,0.000238583,0.0001031423,0.001461441,0.0007280488,0.0003080477,0.0007138684,0.0008251191,0.0004534383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008145458,"about_ca_system_score_gemma":0.0001747712,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02206246,"about_ca_topic_score_gemma":0.001889802,"domain_scores_codex":[0.9960387,0.0005349169,0.0003070281,0.0008454066,0.001392014,0.0008819008],"domain_scores_gemma":[0.9985848,0.0001432246,0.00008352496,0.0007046933,0.00003817116,0.0004455637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006545385,0.002048213,0.3329232,0.00004935266,0.0005129953,0.001246777,0.002536197,0.2385559,0.1972703,0.0042639,0.02718303,0.1927556],"study_design_scores_gemma":[0.002746389,0.0006095556,0.40466,0.00021442,0.000123286,0.0001626611,0.01349672,0.120696,0.03291098,0.005108417,0.4173334,0.001938159],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8965135,0.0005877417,0.08871076,0.003586325,0.0001325959,0.0001802601,0.00001739742,0.0001105752,0.01016088],"genre_scores_gemma":[0.8446029,0.0004328589,0.1461209,0.0003780228,0.00005250057,0.00002877959,0.00003204608,0.00004483895,0.008307161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3901504,"threshold_uncertainty_score":0.9894832,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1993493472","doi":"10.5094/apr.2012.036","title":"Measuring lichen specimen characteristics to reduce relative local uncertainties for trace element biomonitoring","year":2012,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University; McMaster University","funders":"Lakehead University","keywords":"Biomonitoring; Sampling (signal processing); Trace element; Spatial variability; Environmental science; Lichen; Variation (astronomy); Inductively coupled plasma mass spectrometry; Environmental chemistry; Pollution; Analytical Chemistry (journal); Chemistry; Soil science; Mass spectrometry; Mathematics; Statistics; Ecology; Physics; Biology","authors":[{"name":"Matthew D. Adams","is_ca":true},{"name":"Christine Gottardo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1297605355922672,"gpt":0.3426666999587072,"spread":0.21290616436644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001581554,0.0001360414,0.0001861403,0.000005640506,0.0005246396,0.00005924311,0.0002641734,0.000123458,0.0002749667],"category_scores_gemma":[0.0003354477,0.00006536193,0.00007265191,0.0006392724,0.000117517,0.0002232183,0.0001560623,0.0002320414,0.0001822902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003976395,"about_ca_system_score_gemma":0.00003124502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000461397,"about_ca_topic_score_gemma":0.00006206385,"domain_scores_codex":[0.9978906,0.0002096462,0.0002570673,0.0002867198,0.0004091313,0.0009468665],"domain_scores_gemma":[0.9989392,0.0003735888,0.000058447,0.00008067923,0.0002311922,0.0003168678],"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":[0.000585304,0.0004521373,0.04209257,0.00003756342,0.0001385488,0.000003287467,0.003050286,0.00005424399,0.3867022,0.00723465,0.007818403,0.5518308],"study_design_scores_gemma":[0.0003793803,0.001171221,0.6267313,0.00004507754,0.00002126446,0.000005583879,0.007124257,0.000644392,0.02611567,0.0004299213,0.3368893,0.0004425798],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917949,0.0003778825,0.001085044,0.004153182,0.00053214,0.0007687267,0.00003583515,0.00006286157,0.001189422],"genre_scores_gemma":[0.9942421,0.00003714852,0.001520919,0.0001043597,0.001528333,0.0001866276,0.0000142747,0.00000280911,0.002363435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5846388,"threshold_uncertainty_score":0.4035157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404503730","doi":"10.1016/j.apr.2024.102365","title":"Assessment of eco-driving strategies on carbon emissions for hybrid vehicles through portable emissions measurement systems","year":2024,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Natural Science Foundation of China","keywords":"Greenhouse gas; Environmental science; Carbon fibers; Environmental economics; Computer science; Economics; Ecology","authors":[{"name":"Bowen Li","is_ca":false},{"name":"Zhiheng Chen","is_ca":false},{"name":"Xing-hang Zhu","is_ca":true},{"name":"Zhe Zhang","is_ca":false},{"name":"Zhong‐Ren Peng","is_ca":false},{"name":"Hongmei Zhao","is_ca":false},{"name":"Hong-di He","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06402515184468398,"gpt":0.3541502853057877,"spread":0.2901251334611037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001480988,0.0002075126,0.0002724789,0.00003378308,0.0003333048,0.0001677842,0.0002415429,0.0001064292,0.00008008355],"category_scores_gemma":[0.00007713051,0.0001731944,0.0001055614,0.0006712358,0.00007388572,0.0002417669,0.0000547859,0.0004918485,0.000007584526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005226786,"about_ca_system_score_gemma":0.0006265198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002604375,"about_ca_topic_score_gemma":0.000009124389,"domain_scores_codex":[0.9974371,0.00009637608,0.0004545827,0.0003317223,0.001045429,0.0006348122],"domain_scores_gemma":[0.9989297,0.0001969164,0.00003706389,0.0003988632,0.0002557321,0.0001816862],"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":[0.00002869743,0.0002207409,0.0007919742,0.002436542,0.0003154865,0.00002750448,0.0004649178,0.7363886,0.1852154,0.02279497,0.03240638,0.01890878],"study_design_scores_gemma":[0.000222563,0.0002183927,0.00231986,0.001383272,0.00001955864,0.000007637886,0.00095724,0.9300793,0.0063914,0.0004882835,0.05769076,0.0002216937],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8492645,0.01219375,0.05109602,0.0007704383,0.002003813,0.001904025,0.0001223624,0.0009305099,0.0817146],"genre_scores_gemma":[0.9957005,0.0007245852,0.002239435,0.000006206911,0.0001854464,0.0002352024,0.00001050674,0.00005653913,0.0008415615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1936908,"threshold_uncertainty_score":0.7062662,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2996118742","doi":"10.1016/j.apr.2019.12.003","title":"Mapping the geospatial distribution of atmospheric BTEX compounds using portable mass spectrometry and adaptive whole air sampling","year":2019,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; University of Victoria; Vancouver Island University","funders":"Natural Sciences and Engineering Research Council of Canada; Vancouver Island University; University of Victoria","keywords":"BTEX; Environmental science; Sampling (signal processing); Ethylbenzene; Air monitoring; Environmental chemistry; Sample (material); Remote sensing; Toluene; Chemistry; Environmental engineering; Chromatography; Computer science; Geography","authors":[{"name":"Nicholas G. Davey","is_ca":true},{"name":"Ryan J. Bell","is_ca":true},{"name":"Chris G. Gill","is_ca":true},{"name":"Erik T. Krogh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05192131398562191,"gpt":0.2790688513017455,"spread":0.2271475373161236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001280335,0.000229594,0.0003464473,0.000002503767,0.0006332783,0.00008698749,0.0003789928,0.0001513713,0.001149911],"category_scores_gemma":[0.0001014959,0.0001795486,0.00009582532,0.001709162,0.000478354,0.0003194958,0.000082213,0.0005446307,0.00007792538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007811672,"about_ca_system_score_gemma":0.0002358687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005375437,"about_ca_topic_score_gemma":0.00009065492,"domain_scores_codex":[0.9972093,0.0002364473,0.0004300385,0.0004948,0.0008363011,0.0007931203],"domain_scores_gemma":[0.9986542,0.0003656597,0.0002135411,0.0004099178,0.0001813094,0.0001754038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004962441,0.0001361037,0.7596962,0.0002365766,0.0002702014,0.00002338759,0.0007981461,0.1323429,0.08387409,0.0005246941,0.0009318171,0.02066963],"study_design_scores_gemma":[0.0006895432,0.0003076743,0.6791327,0.0001211033,0.00002065334,0.00004206424,0.005330584,0.3081007,0.001154713,0.001058127,0.003666814,0.0003753283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697424,0.001418317,0.02566458,0.0002595551,0.0001971247,0.0004426683,0.0000896097,0.0000399469,0.002145809],"genre_scores_gemma":[0.98035,0.00008754283,0.01845132,0.00005056132,0.0001597459,0.000003001985,0.0001014791,0.00001037094,0.000785954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1757578,"threshold_uncertainty_score":0.9997632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3088128635","doi":"10.1016/j.apr.2020.09.014","title":"Acid wet-deposition modeling sensitivity to WRF-CMAQ planetary boundary layer schemes and exceedance of critical loads over an industrializing coastal valley in northwestern British Columbia, Canada","year":2020,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Northern British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Weather Research and Forecasting Model; Deposition (geology); Environmental science; CMAQ; Temperate climate; Planetary boundary layer; Critical load; Hydrology (agriculture); Atmospheric sciences; Meteorology; Air quality index; Geography; Geology; Ecology; Engineering; Geomorphology; Geotechnical engineering","authors":[{"name":"Chibuike Onwukwe","is_ca":true},{"name":"Peter L. Jackson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04680098756689397,"gpt":0.2789973329215721,"spread":0.2321963453546781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006163902,0.0001476504,0.0003105814,0.000002258897,0.0003370736,0.0002799323,0.0001654824,0.0001534232,0.0004657895],"category_scores_gemma":[0.0002613172,0.0002104772,0.00003224073,0.0005196549,0.0002448017,0.0004403322,0.00007712505,0.0005515603,0.000004517693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004112407,"about_ca_system_score_gemma":0.0007440655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9545471,"about_ca_topic_score_gemma":0.9743572,"domain_scores_codex":[0.9973397,0.0003214423,0.0003910092,0.00053513,0.0007912907,0.0006214004],"domain_scores_gemma":[0.9989486,0.0001701667,0.00005071763,0.000167676,0.000120711,0.0005421676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003965211,0.0001003014,0.9203285,0.0002376334,0.00003280431,0.0006849001,0.0005319286,0.03754993,0.01009711,0.000003287395,0.0008979921,0.0291391],"study_design_scores_gemma":[0.001029567,0.000460739,0.4837881,0.0002041917,0.00001612687,0.0001204833,0.001682179,0.5108664,0.0006785414,0.00006196585,0.0005787609,0.000512957],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969763,0.0004630119,0.000992442,0.0007029073,0.00008803515,0.0002568207,0.0003184885,0.00002752422,0.0001744858],"genre_scores_gemma":[0.9971041,0.00004142222,0.002007959,0.000485152,0.0001842155,0.000002373624,0.0001187515,0.000009268009,0.00004673825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4733165,"threshold_uncertainty_score":0.8583012,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2738467485","doi":"10.1016/j.apr.2017.07.003","title":"Characterization of air quality and fine particulate matter sources in the town of Hinton, Alberta","year":2017,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"National Oceanic and Atmospheric Administration","keywords":"Particulates; Air quality index; Environmental science; Aerosol; Air pollution; Pollution; Pollutant; Toxicology; Atmospheric sciences; Meteorology; Geography; Physics; Biology; Ecology","authors":[{"name":"Md. Aynul Bari","is_ca":true},{"name":"Warren B. Kindzierski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08640628939413016,"gpt":0.3896267639007717,"spread":0.3032204745066416,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002593763,0.00005781493,0.0001349385,0.000003754913,0.000274344,0.00002252249,0.0002680505,0.00005362463,0.0008435691],"category_scores_gemma":[0.0003591607,0.00004029048,0.00001945295,0.000155939,0.000642993,0.0002273949,0.0001698216,0.0001330947,0.00004251057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004505376,"about_ca_system_score_gemma":0.00002107552,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02964116,"about_ca_topic_score_gemma":0.002330824,"domain_scores_codex":[0.9984416,0.0004234251,0.0003006721,0.0001482299,0.0004234973,0.0002626214],"domain_scores_gemma":[0.9991939,0.0001380122,0.0001872839,0.000399288,0.00001790061,0.00006362733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009404209,0.0001486992,0.9643902,0.00008412731,0.000005776613,8.553892e-7,0.005310174,0.0001198899,0.01893807,0.0005647551,0.0008577331,0.009485738],"study_design_scores_gemma":[0.0001917232,0.00005943173,0.9947518,0.00002098151,0.000001665663,8.837653e-7,0.0001448537,0.0009719808,0.001512219,0.0004975833,0.001804067,0.00004279206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725298,0.00001562608,0.0000866304,0.02542365,0.00001684176,0.0002190453,0.000004886244,0.000002028089,0.001701437],"genre_scores_gemma":[0.9984835,0.00003449421,0.0001497187,0.0005531077,0.00001287553,0.00001051968,0.000002509466,0.000003572326,0.0007497321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03036168,"threshold_uncertainty_score":0.9768205,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2158144825","doi":"10.5094/apr.2010.022","title":"A captured episode of γ-hexachlorocyclohexane air pollution in the Toronto area after the Canadian lindane ban","year":2010,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Environment and Climate Change Canada; Trent University","funders":"","keywords":"Lindane; Environmental science; Air pollution; Hexachlorocyclohexane; Pollution; Downtown; Pesticide; Pollutant; Organochlorine pesticide; Persistent organic pollutant; Environmental protection; Geography; Environmental chemistry; Archaeology; Ecology; Chemistry","authors":[{"name":"Yuan Yao","is_ca":true},{"name":"Tom Harner","is_ca":true},{"name":"Ky Su","is_ca":true},{"name":"Brice Kenneth A.","is_ca":true},{"name":"Pierrette Blanchard","is_ca":true},{"name":"Jianmin Ma","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01643855073260044,"gpt":0.2801599396369385,"spread":0.263721388904338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003364003,0.0002279065,0.0002131799,0.00001668125,0.0005184396,0.00006477398,0.001178415,0.0002661228,0.007313123],"category_scores_gemma":[0.000563655,0.000141428,0.00009126397,0.001250201,0.001145599,0.0003467645,0.0001973194,0.001085786,0.0002405866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001658073,"about_ca_system_score_gemma":0.0003670081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6967885,"about_ca_topic_score_gemma":0.9687158,"domain_scores_codex":[0.9959799,0.0005999886,0.0004011353,0.0004281848,0.001398599,0.001192166],"domain_scores_gemma":[0.9983076,0.0001654064,0.00009784256,0.001063752,0.00001598503,0.000349451],"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":[0.002069806,0.002068687,0.1626223,0.00005968186,0.000276142,0.0005821739,0.05517806,0.005706355,0.2602462,0.002354058,0.07881155,0.430025],"study_design_scores_gemma":[0.0003942823,0.0001108895,0.9558534,0.00001198026,0.000009345072,0.00006972677,0.001025226,0.001428963,0.0008539969,0.000395295,0.03966021,0.0001867099],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573405,0.0003625835,0.00006745597,0.02487362,0.0003269777,0.00100433,0.0001132019,0.0000283409,0.01588301],"genre_scores_gemma":[0.9968177,0.00003073396,0.0002995181,0.001631143,0.0001146956,0.00007151884,0.00000197873,0.00002802676,0.00100468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7932311,"threshold_uncertainty_score":0.9935943,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3198937768","doi":"10.1016/j.apr.2021.101198","title":"Exposure to urban air pollution and emergency department visits for diseases of the ear and mastoid processes","year":2021,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; McGill University Health Centre; Montreal Children's Hospital; Health Canada","funders":"Environment and Climate Change Canada","keywords":"Air pollution; Emergency department; Medicine; Poisson regression; Air pollutant concentrations; Environmental health; Ozone; Pollutant; Air pollutants; Nitrogen dioxide; Environmental science; Meteorology; Population; Geography","authors":[{"name":"Anna Lukina","is_ca":true},{"name":"Aubrey Maquiling","is_ca":true},{"name":"Brett Burstein","is_ca":true},{"name":"Mieczysław Szyszkowicz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04041597194803989,"gpt":0.3445336560917144,"spread":0.3041176841436745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004853824,0.0000877746,0.0001198971,0.000004285942,0.0004911755,0.00001460833,0.0001147642,0.00005155052,0.0002487763],"category_scores_gemma":[0.0006477325,0.00006735331,0.00002769561,0.0007357938,0.000170038,0.0001352078,0.0002642858,0.00008935782,0.00001167096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001265119,"about_ca_system_score_gemma":0.0001506187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002232633,"about_ca_topic_score_gemma":0.0003260952,"domain_scores_codex":[0.9984378,0.0002035487,0.0002088818,0.0002860336,0.0004758221,0.0003878876],"domain_scores_gemma":[0.9993355,0.00006518616,0.00005224504,0.0002102016,0.00006874665,0.0002680745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007752881,0.001049318,0.7006156,0.001875799,0.0000808337,0.000008168111,0.00699996,0.003785921,0.01049961,0.003179386,0.159063,0.1120671],"study_design_scores_gemma":[0.0002873318,0.000354138,0.9657936,0.00003770415,0.00001016302,0.000003643401,0.0005155777,0.0002897293,0.00165869,0.0008865436,0.03007119,0.00009173556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764664,0.002439477,0.001038089,0.01890982,0.00007560786,0.0007606543,0.00008818249,0.00001532902,0.000206475],"genre_scores_gemma":[0.9954621,0.0004159254,0.00177314,0.0008202766,0.00004212273,0.00007647635,0.000003785473,0.000008893831,0.001397327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2651779,"threshold_uncertainty_score":0.3777774,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379513124","doi":"10.1016/j.apr.2023.101814","title":"Source identification of PM2.5 during the COVID-19 lockdown in Bangkok and the metropolitan region by ion beam analysis (IBA) and positive matrix factorization (PMF) techniques","year":2023,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Research Council of Thailand; International Atomic Energy Agency; Banting Research Foundation; Kasetsart University; Australian Nuclear Science and Technology Organisation","keywords":"Metropolitan area; Environmental science; Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Identification (biology); Geography; Archaeology; Medicine","authors":[{"name":"Sumittra Amphalop","is_ca":false},{"name":"Orapin Chienthavorn","is_ca":false},{"name":"Ridthee Meesat","is_ca":false},{"name":"Pakorn Tangpong","is_ca":false},{"name":"Montri Chutichaisakda","is_ca":false},{"name":"Madhura Manohar","is_ca":false},{"name":"Francesca Wilkins","is_ca":false},{"name":"Wanwisa Sudprasert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03659983617060119,"gpt":0.372724684366713,"spread":0.3361248481961118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003766972,0.0000927436,0.0001700502,0.00004416506,0.000665933,0.00005829883,0.0001789007,0.00009295197,0.00004191762],"category_scores_gemma":[0.0007091319,0.00006263697,0.00003841231,0.003308649,0.000940955,0.0002045088,0.0001932786,0.0002283514,0.00001000682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008213986,"about_ca_system_score_gemma":0.00003730984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02057933,"about_ca_topic_score_gemma":0.0005564869,"domain_scores_codex":[0.997464,0.0009456932,0.0003483959,0.0002858829,0.0006084368,0.0003476003],"domain_scores_gemma":[0.9989545,0.000454234,0.0001587005,0.0002646121,0.00002837366,0.0001395164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002038166,0.0004160979,0.791511,0.0006080572,0.0004150796,0.00001256356,0.0379869,0.02193419,0.07844959,0.01162595,0.02842571,0.02657672],"study_design_scores_gemma":[0.0006636627,0.0001064023,0.9662348,0.00001670504,0.00005033147,0.000005969004,0.00533631,0.01836528,0.004627662,0.002453884,0.001995359,0.0001436242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588337,0.0002845658,0.01989859,0.01999333,0.0000151307,0.0007721611,0.00002287265,0.00005443546,0.0001252287],"genre_scores_gemma":[0.9974967,0.0008918903,0.00007305362,0.0002704448,0.00001658916,0.00004529207,0.00002009481,0.000008331151,0.001177631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1747238,"threshold_uncertainty_score":0.9859427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4363675485","doi":"10.1016/j.apr.2023.101757","title":"A baseline characterization of fine particulate matter (PM2.5) concentration and releases in Nova Scotia, Canada","year":2023,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"","keywords":"Environmental science; Particulates; Pulp mill; Effluent; Air pollution; Pollution; Air quality index; Environmental engineering; Nova scotia; Waste management; Engineering; Meteorology; Geography; Chemistry","authors":[{"name":"Gianina Giacosa","is_ca":true},{"name":"Daniel Rainham","is_ca":true},{"name":"Tony R. ‎Walker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04933311515167497,"gpt":0.3321761251465928,"spread":0.2828430099949178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001126035,0.00006447524,0.0001115385,0.000005429099,0.00008376428,0.00001249109,0.00006657564,0.00004401886,0.001826598],"category_scores_gemma":[0.000211146,0.00006207367,0.000009217114,0.001047898,0.0001629112,0.0001613969,0.00007593771,0.00012557,0.0002178714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002585275,"about_ca_system_score_gemma":0.0001724296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5973156,"about_ca_topic_score_gemma":0.4960313,"domain_scores_codex":[0.9983758,0.0002905837,0.0002758116,0.000188452,0.000468586,0.0004008116],"domain_scores_gemma":[0.9995548,0.0001012905,0.00005828481,0.0001294472,0.00002163347,0.0001345974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001420535,0.0001065172,0.9082115,0.0001391427,0.000007039322,0.00002356487,0.0007186309,0.004977481,0.04020391,0.0001287117,0.02589797,0.01944346],"study_design_scores_gemma":[0.0002559273,0.00004453769,0.9563635,0.00003295976,0.00000133219,0.000001359118,0.00006642727,0.04050571,0.00114371,0.00005139107,0.001473732,0.00005943241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869613,0.00001775908,0.0002434005,0.01226334,0.00004671807,0.0002575141,0.00002020613,0.00001195889,0.0001778228],"genre_scores_gemma":[0.9984965,0.00004497071,0.0001916712,0.0006792412,0.00001913309,0.000007106091,0.00003976745,0.00000666864,0.0005148976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1012843,"threshold_uncertainty_score":0.9990858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411385578","doi":"10.1016/j.apr.2025.102632","title":"Characteristics and sources of volatile organic compounds and their impacts on ozone formation in a coastal city of southeastern China","year":2025,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Science Foundation of Fujian Province; National Natural Science Foundation of China","keywords":"Ozone; Environmental science; China; Environmental chemistry; Volatile organic compound; Environmental protection; Geography; Chemistry; Meteorology; Organic chemistry; Archaeology","authors":[{"name":"Chende Gai","is_ca":false},{"name":"Chuanyou Ying","is_ca":false},{"name":"Xugeng Cheng","is_ca":false},{"name":"Fei Jiang","is_ca":false},{"name":"Jing Lin","is_ca":false},{"name":"Zhixiong Chen","is_ca":false},{"name":"Lei Shu","is_ca":false},{"name":"Jun Hu","is_ca":false},{"name":"Dongsheng Jiang","is_ca":false},{"name":"Mengmiao Yang","is_ca":false},{"name":"Jane Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01952383373605501,"gpt":0.2598561124155841,"spread":0.2403322786795291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004641502,0.0001011216,0.0002163835,0.000006962009,0.0001123237,0.00002898919,0.000103352,0.00007113883,0.0001721403],"category_scores_gemma":[0.0001138666,0.0000795524,0.00002087001,0.0005101949,0.0002821858,0.0001275147,0.00004126514,0.0001935952,0.000001896909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005963416,"about_ca_system_score_gemma":0.00007079009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001712277,"about_ca_topic_score_gemma":0.0007481125,"domain_scores_codex":[0.9990273,0.0001065876,0.0002721865,0.0001571586,0.000203076,0.0002336975],"domain_scores_gemma":[0.999482,0.0001668062,0.0001003403,0.0001278331,0.0000520891,0.00007092506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002758235,0.00007347846,0.9729158,0.0002157807,0.00001706516,0.000002061892,0.001485408,0.00006337071,0.01500607,0.00003806922,0.00002365828,0.009883354],"study_design_scores_gemma":[0.0003618639,0.0002057535,0.9741681,0.0001377782,0.000003143012,0.00000683657,0.00105377,0.01827345,0.005338729,0.0003352928,0.0000464297,0.00006881804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977272,0.0002815021,0.0003046922,0.0001632912,0.00002479307,0.0001482278,0.00009198563,0.000008349891,0.001249979],"genre_scores_gemma":[0.9994777,0.0001374294,0.0001483072,0.00001651587,0.00001491127,9.24984e-7,0.00002309615,0.000002174949,0.0001788994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01821008,"threshold_uncertainty_score":0.3244053,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2908510425","doi":"10.1016/j.apr.2018.12.018","title":"Estimating stomatal conductance and partitioning total ozone uptake over a winter wheat field","year":2019,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Plant responses to elevated CO2","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Ozone; Stomatal conductance; Eddy covariance; Transpiration; Environmental science; Atmospheric sciences; Growing season; Flux (metallurgy); Canopy; Chemistry; Agronomy; Photosynthesis; Botany; Ecosystem; Ecology; Biology","authors":[{"name":"Jingxin Xu","is_ca":false},{"name":"Youfei Zheng","is_ca":false},{"name":"Yuhong He","is_ca":true},{"name":"Fahu Zhu","is_ca":false},{"name":"Mai Boru","is_ca":false},{"name":"Sheng Wang","is_ca":false},{"name":"Ming Zhang","is_ca":false},{"name":"Xiuyong Zhao","is_ca":false},{"name":"Liwen Wang","is_ca":false},{"name":"Liang Xu","is_ca":false},{"name":"Ding Li","is_ca":false},{"name":"Zhaobing Guo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02842978333510239,"gpt":0.2884716671105352,"spread":0.2600418837754328,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000630193,0.0001110102,0.0001403345,0.000002768465,0.0002742746,0.0001311777,0.0001470001,0.00009871533,0.002338325],"category_scores_gemma":[0.0002778661,0.00005217064,0.00003816168,0.0004411762,0.00008706094,0.0002560407,0.0001368366,0.0002997129,0.0002320248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009148595,"about_ca_system_score_gemma":0.00003673796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006186271,"about_ca_topic_score_gemma":0.0001904813,"domain_scores_codex":[0.9983192,0.0001633244,0.0001780561,0.000335854,0.0005148136,0.0004887413],"domain_scores_gemma":[0.9992256,0.000432506,0.00004240471,0.00008032489,0.0001002221,0.0001188984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004286988,0.0000848182,0.02343915,0.00002690225,0.00003765187,0.00004045063,0.0002291603,0.0001668454,0.8859341,0.0007033008,0.007226668,0.08168229],"study_design_scores_gemma":[0.0008948478,0.001516551,0.9006552,0.0002786799,0.00001113653,0.0002718763,0.0009375213,0.06501836,0.00418867,0.0007647739,0.0248889,0.0005735136],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995995,0.0002918467,0.00002216426,0.001448996,0.0001291979,0.0002450352,0.00002116257,0.00007108942,0.001775536],"genre_scores_gemma":[0.9951478,0.00001756876,0.0009950708,0.0002165828,0.000130036,0.00002040351,0.0000133805,0.000001462266,0.003457732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8817454,"threshold_uncertainty_score":0.9985737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388562146","doi":"10.1016/j.apr.2023.101984","title":"Estimating air methane and total hydrocarbon concentrations in Alberta, Canada using machine learning","year":2023,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"Canada First Research Excellence Fund","keywords":"Autoregressive integrated moving average; Methane; Artificial neural network; Environmental science; Air quality index; Methane emissions; Meteorology; Time series; Atmospheric sciences; Computer science; Machine learning; Chemistry; Geography; Geology","authors":[{"name":"Ran Luo","is_ca":true},{"name":"Jingyi Wang","is_ca":true},{"name":"Ian D. Gates","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01818690059664397,"gpt":0.2745214372355094,"spread":0.2563345366388655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000622846,0.0001474518,0.0001613902,0.000004428244,0.0003151756,0.00002120075,0.0001335601,0.00007139847,0.0002805652],"category_scores_gemma":[0.0001448355,0.0001522453,0.00002261414,0.001212105,0.0003026603,0.0001731527,0.0003402659,0.0004220358,0.00004562207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00161682,"about_ca_system_score_gemma":0.0001409458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9102613,"about_ca_topic_score_gemma":0.4653778,"domain_scores_codex":[0.9978498,0.0002259243,0.0002426191,0.0003822997,0.0006209085,0.0006783973],"domain_scores_gemma":[0.9994402,0.0001693795,0.0000526,0.0001545363,0.000004651763,0.0001786398],"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":[0.000008872732,0.00001267543,0.2078755,0.000004705588,0.0000054962,0.00002347035,0.0002077352,0.7871315,0.001912843,0.00003384113,0.00004218338,0.0027411],"study_design_scores_gemma":[0.0002424322,0.00003531003,0.1342834,0.00001209727,0.000003705915,0.00001571882,0.0004822662,0.8641651,0.00005024665,0.0000916604,0.000482532,0.0001356247],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996318,0.00005878798,0.00164137,0.0005106564,0.00008741138,0.0002252506,0.000001768539,0.00003539844,0.001121368],"genre_scores_gemma":[0.9810674,0.00003927545,0.01643286,0.00007740001,0.00002467237,0.00001916832,0.000009781208,0.00002348695,0.002306021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4448834,"threshold_uncertainty_score":0.6208382,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410349589","doi":"10.1016/j.apr.2025.102582","title":"Spatiotemporal assessment of lead (Pb) and cadmium (Cd) contamination in urban tree rings near an industrial smelter: high intraspecific variability but limited spatial differentiation","year":2025,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Ministère des Ressources naturelles et des Forêts (Québec); Geological Survey of Canada; Université du Québec en Abitibi-Témiscamingue","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Université du Québec en Abitibi-Témiscamingue","keywords":"Cadmium; Contamination; Environmental science; Smelting; Lead (geology); Environmental chemistry; Intraspecific competition; Chemistry; Ecology; Biology","authors":[{"name":"Elsa Dejoie","is_ca":true},{"name":"Marc‐André Lemay","is_ca":true},{"name":"Nicole J. Fenton","is_ca":true},{"name":"Annie DesRochers","is_ca":true},{"name":"Joëlle Marion","is_ca":true},{"name":"Martine M. Savard","is_ca":true},{"name":"Trevor J. Porter","is_ca":true},{"name":"Daniel Proulx","is_ca":false},{"name":"Fabio Gennaretti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03431691247660077,"gpt":0.3164285304442392,"spread":0.2821116179676385,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003371468,0.000202378,0.0003277427,0.00003929555,0.0002236051,0.00007779671,0.0002891252,0.0002718114,0.0005567035],"category_scores_gemma":[0.0004130107,0.0002059672,0.00004237891,0.0008875282,0.0007675791,0.0003968739,0.0003421572,0.0006054051,0.00001383481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001629138,"about_ca_system_score_gemma":0.0001431997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01407632,"about_ca_topic_score_gemma":0.001849856,"domain_scores_codex":[0.9955759,0.001562115,0.0006738986,0.0006652599,0.001030311,0.0004925324],"domain_scores_gemma":[0.9989071,0.0002590409,0.0001695354,0.0005029659,0.00002857564,0.0001328194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001923427,0.0009030513,0.8450105,0.00002733331,0.00002652147,0.000004336331,0.0005241756,0.001063301,0.04004562,0.0006886197,0.0002262488,0.1112879],"study_design_scores_gemma":[0.001337576,0.0003732449,0.9352826,0.00002927554,0.00001321304,5.832287e-7,0.0001678205,0.05761353,0.00402778,0.0006275426,0.0003764545,0.0001503894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832785,0.00001375242,0.01393959,0.0006401759,0.0002465766,0.0009174519,0.00001501785,0.00002823723,0.0009207547],"genre_scores_gemma":[0.9954042,0.00003789952,0.004030292,0.00003068863,0.00006378906,0.00008530805,0.00004690506,0.00001571508,0.0002851306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1111375,"threshold_uncertainty_score":0.992489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293222138","doi":"10.1016/j.apr.2022.101519","title":"The impact of land-sea breezes on the formation of Brown haze in an urban isthmus environment","year":2022,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Auckland Council","keywords":"Haze; Sea breeze; Environmental science; Air quality index; Pollution; Air pollution; Climatology; Atmospheric sciences; Meteorology; Geography; Geology","authors":[{"name":"Hannah G. Marley","is_ca":false},{"name":"Ian G. McKendry","is_ca":true},{"name":"Kim N. Dirks","is_ca":false},{"name":"Jennifer Salmond","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07789835876612423,"gpt":0.3647159788535109,"spread":0.2868176200873866,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003891132,0.00007954967,0.0001122218,0.000007795557,0.0006886399,0.00001673403,0.0004143527,0.00003439322,0.001891033],"category_scores_gemma":[0.0001213089,0.00004708964,0.00005634297,0.0005422005,0.0004222907,0.0001652181,0.0002506805,0.0003700622,0.00005345228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000969378,"about_ca_system_score_gemma":0.00007646513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008677002,"about_ca_topic_score_gemma":0.0003551363,"domain_scores_codex":[0.9968884,0.001196959,0.0003157009,0.000153887,0.001015137,0.0004299148],"domain_scores_gemma":[0.9990745,0.0002718384,0.0001323487,0.000412992,0.000008892592,0.00009947104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002432287,0.002456516,0.4114632,0.00007205162,0.00004716579,0.000009230891,0.02130477,0.3061417,0.005218325,0.004543649,0.115744,0.1305672],"study_design_scores_gemma":[0.0003669471,0.001789611,0.925265,0.000008959581,0.000001729625,0.000002782634,0.001190884,0.05926237,0.0002956477,0.001368063,0.01036799,0.0000800334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910033,0.0001093241,0.00009719581,0.006218978,0.0000225871,0.0005010585,0.0000314235,0.000006692142,0.002009464],"genre_scores_gemma":[0.9992092,0.00009200443,0.00008150959,0.0002132714,0.00001377288,0.00006269804,0.00000592261,0.000007075629,0.0003145731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5138018,"threshold_uncertainty_score":0.9990214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400299348","doi":"10.1016/j.apr.2024.102244","title":"Interannual and spatial variations in acid-soluble trace elements in snow: comparison with the mineralogy of dusts from open pit bitumen mining","year":2024,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":3,"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":"Snow; Solubility; Zircon; Environmental chemistry; Geology; Mineralogy; Trace element; Mineral; Extraction (chemistry); Chemical composition; Geochemistry; Chemistry; Geomorphology","authors":[{"name":"Fiorella Barraza","is_ca":true},{"name":"Andreas Hamann","is_ca":true},{"name":"Tommy Noernberg","is_ca":true},{"name":"Judy Schultz","is_ca":true},{"name":"William Shotyk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04006628181316096,"gpt":0.3494229049649815,"spread":0.3093566231518206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00178718,0.0001155229,0.0002031315,0.00001722777,0.00009647717,0.00008640934,0.0004408211,0.00006723632,0.001637576],"category_scores_gemma":[0.00008853483,0.00008601079,0.0000162248,0.0007661519,0.000383512,0.0002838965,0.0006495448,0.0003530174,0.0000621555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004156113,"about_ca_system_score_gemma":0.00005425707,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03873904,"about_ca_topic_score_gemma":0.02331523,"domain_scores_codex":[0.9977226,0.0005474302,0.0003656045,0.0004074019,0.0005600418,0.0003968974],"domain_scores_gemma":[0.9993281,0.0002859441,0.00004996034,0.0002572234,0.000006269426,0.00007250207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004271525,0.0009741473,0.6969474,0.00003710482,0.0001179762,0.00008161928,0.02517645,0.02096663,0.03655533,0.0004859145,0.008582566,0.2096477],"study_design_scores_gemma":[0.001062556,0.0003243163,0.8197415,0.0001313667,0.00001156331,0.000003448937,0.002326462,0.1615428,0.001140847,0.0003013952,0.01324195,0.0001717361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912198,0.0002845395,0.003278574,0.002741624,0.00007864062,0.0006443796,0.0000136537,0.000008523303,0.00173026],"genre_scores_gemma":[0.9924776,0.00003946169,0.006523321,0.00004851414,0.00002044679,0.000116672,0.000007377872,0.00001455865,0.0007520664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.209476,"threshold_uncertainty_score":0.9992751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385879458","doi":"10.1016/j.apr.2023.101901","title":"A Hitchhiker's guide to persistent organic pollutants (POPs) monitoring in air: Establishing a baseline network in Sri Lanka","year":2023,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Polybrominated diphenyl ethers; Pollutant; Baseline (sea); Sri lanka; Environmental science; Environmental monitoring; Air monitoring; Environmental chemistry; Environmental protection; Environmental resource management; Environmental planning; Environmental engineering; Chemistry","authors":[{"name":"Penny Vlahos","is_ca":false},{"name":"Emma R. Shipley","is_ca":false},{"name":"Cassandra Rauert","is_ca":true},{"name":"Phoebe Tung","is_ca":true},{"name":"Rohana Chandrajith","is_ca":false},{"name":"Sudeera Wickramarathna","is_ca":false},{"name":"Tom Harner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03346472587841037,"gpt":0.3303129986584717,"spread":0.2968482727800613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006415837,0.0003219696,0.0003951781,0.00009896967,0.000334198,0.00009546276,0.0009641686,0.0002133413,0.002391298],"category_scores_gemma":[0.002425468,0.0003304444,0.0001051807,0.01246162,0.0001736128,0.0005621929,0.001120204,0.0008813096,0.003328659],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003905025,"about_ca_system_score_gemma":0.0002728297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00546729,"about_ca_topic_score_gemma":0.004569466,"domain_scores_codex":[0.9933828,0.0007736132,0.0007183159,0.0009297669,0.001728133,0.002467403],"domain_scores_gemma":[0.9981744,0.0003638375,0.00008259053,0.0007648397,0.00001342247,0.0006008727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004278621,0.0004868193,0.4280815,0.00003153038,0.00007848594,0.001172684,0.01377071,0.1714566,0.0893324,0.00002110147,0.02004155,0.2750987],"study_design_scores_gemma":[0.001177337,0.0002235829,0.9579055,0.0002180106,0.000007935473,0.00003116564,0.005741059,0.02402142,0.0006422517,0.0001402174,0.009368691,0.0005227917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910936,0.0002468877,0.0001823932,0.004231981,0.0005017339,0.0008341193,0.00004714222,0.0002664065,0.002595696],"genre_scores_gemma":[0.9935629,0.0001358902,0.002925443,0.0003333068,0.0003119764,0.00004907379,0.000001809124,0.00006739088,0.002612258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.529824,"threshold_uncertainty_score":0.9999188,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4395702798","doi":"10.1016/j.apr.2024.102172","title":"Effect of urban street canyon aspect ratio on fire-induced air pollutants dispersion under cross wind","year":2024,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Science and Technology Support Plan for Youth Innovation of Colleges and Universities of Shandong Province of China; National Natural Science Foundation of China","keywords":"Street canyon; Canyon; Environmental science; Air pollutants; Pollutant; Dispersion (optics); Meteorology; Aspect ratio (aeronautics); Air pollution; Atmospheric sciences; Geography; Materials science; Geology; Chemistry; Cartography; Composite material; Physics","authors":[{"name":"Shengzhong Zhao","is_ca":false},{"name":"Junhao Yu","is_ca":false},{"name":"Haoran Yang","is_ca":false},{"name":"Imad Obadi","is_ca":true},{"name":"Tiantian Xu","is_ca":false},{"name":"Fei Wang","is_ca":false},{"name":"Lin Xu","is_ca":false},{"name":"Wenjun Lei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02103989139697051,"gpt":0.328013779997215,"spread":0.3069738886002445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001197417,0.0002207048,0.0002447288,0.00001398495,0.000475335,0.0000680239,0.0002913209,0.0001190514,0.001082139],"category_scores_gemma":[0.0001697475,0.0001637893,0.0001277515,0.001217986,0.000472175,0.0002338979,0.0002780351,0.0004048611,0.0006953991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006953648,"about_ca_system_score_gemma":0.00007992298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001779523,"about_ca_topic_score_gemma":0.000147446,"domain_scores_codex":[0.9969615,0.0004207145,0.0002562921,0.0005545908,0.001157138,0.0006497272],"domain_scores_gemma":[0.9990714,0.0003689895,0.00003848739,0.0003471986,0.00001900312,0.0001549862],"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":[0.001796034,0.0009909088,0.1375314,0.0006291444,0.000567154,0.0003707091,0.003341317,0.04248673,0.3325044,0.003454184,0.07710139,0.3992267],"study_design_scores_gemma":[0.001900841,0.006365336,0.8571667,0.0005777729,0.00005475184,0.00001106274,0.0007295882,0.03861097,0.08297276,0.0003367701,0.01048531,0.0007881032],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907927,0.000437814,0.00004072715,0.0008439766,0.0003244549,0.0004216151,0.00003530753,0.00007834272,0.007025088],"genre_scores_gemma":[0.9948825,0.00006072839,0.00002934598,0.00007168444,0.0001642844,0.00001602915,0.000003296246,0.00002772618,0.004744384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7196354,"threshold_uncertainty_score":0.999831,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413364432","doi":"10.1016/j.apr.2025.102709","title":"Identifying air pollution characteristics, source apportionment methods, and air quality modeling approaches in transport hub settings: State-of-play and future directions","year":2025,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Vehicle emissions and performance","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":"Trinity College","funders":"Environmental Protection Agency; Department of Transport","keywords":"Apportionment; Air quality index; Environmental science; Air pollution; Quality (philosophy); Pollution; State (computer science); Computer science; Meteorology; Geography; Chemistry","authors":[{"name":"Shanmuga Priyan","is_ca":false},{"name":"Yuxuan Guo","is_ca":true},{"name":"Brian Broderick","is_ca":true},{"name":"Brian Caulfield","is_ca":true},{"name":"Aonghus McNabola","is_ca":false},{"name":"Margaret O’Mahony","is_ca":false},{"name":"John E. Thornes","is_ca":false},{"name":"John Gallagher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05520196247451353,"gpt":0.3556369082870919,"spread":0.3004349458125784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002527003,0.0001558094,0.0002709407,0.00006288184,0.0002895829,0.00002186806,0.00009526977,0.0001204912,0.00001329641],"category_scores_gemma":[0.0000446901,0.0001577305,0.00004046181,0.000828074,0.0001105004,0.0002106032,0.0000545948,0.0004758613,9.398735e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001616636,"about_ca_system_score_gemma":0.00006923463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003405408,"about_ca_topic_score_gemma":0.00004184864,"domain_scores_codex":[0.9982592,0.0002356026,0.0005379162,0.0003033685,0.0002812354,0.0003827083],"domain_scores_gemma":[0.9995075,0.00006404191,0.00005490002,0.0002080324,0.00006222222,0.0001033393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008382298,0.0001134703,0.0143883,0.001055751,0.00009382985,0.00000242558,0.004212553,0.1629164,0.006945749,0.0004778815,0.00008062172,0.8096292],"study_design_scores_gemma":[0.0003630085,0.00002205151,0.3175316,0.0001870792,0.00001384165,0.00000395611,0.002499856,0.6683385,0.0009278094,0.000345086,0.009570581,0.0001966619],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.823597,0.002840728,0.172032,0.0006736759,0.0001498239,0.0002865348,0.00002113293,0.00009094155,0.0003081209],"genre_scores_gemma":[0.9833515,0.003174277,0.01302792,0.00003397067,0.00005283871,0.00005252061,0.00001485696,0.00001828334,0.0002737795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8094325,"threshold_uncertainty_score":0.6432061,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416018820","doi":"10.1016/j.apr.2025.102814","title":"Development and application of a generalized empirical model of BVOC emission (GEMBE) using observations from four Chinese forests","year":2025,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Key Research and Development Program of Liaoning Province; National Key Research and Development Program of China; Canadian Anesthesiologists' Society; Endocrine Society of Australia; National Natural Science Foundation of China; Institute of Atmospheric Physics, Chinese Academy of Sciences; Ministry of Science and Technology of the People's Republic of China; National Center for Atmospheric Research","keywords":"Isoprene; Monoterpene; Subtropics; Flux (metallurgy); Greenhouse gas; Empirical modelling; Temperate climate","authors":[{"name":"J. M. Bai","is_ca":false},{"name":"Zhixiang Wu","is_ca":false},{"name":"Chuan Yang","is_ca":false},{"name":"Alex Guenther","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1103063958294205,"gpt":0.3567860192440575,"spread":0.246479623414637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004259842,0.0001159272,0.0002197042,0.000005241775,0.0002440804,0.00001859453,0.0001920514,0.0001122716,0.00008544898],"category_scores_gemma":[0.0001430596,0.00009584727,0.00004101439,0.0008637854,0.0001803316,0.0001168038,0.00005751094,0.0001457891,0.000001958103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002475432,"about_ca_system_score_gemma":0.0004008708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002555666,"about_ca_topic_score_gemma":0.0003832579,"domain_scores_codex":[0.9986033,0.00008302034,0.0003820283,0.0002791099,0.0004084222,0.0002441511],"domain_scores_gemma":[0.9992524,0.0001543977,0.0001120155,0.0002279675,0.0001524031,0.000100808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001301809,0.00005811925,0.8485235,0.00007890345,0.00004102109,8.467367e-7,0.0003735559,0.06778651,0.060545,0.00007324931,0.0001680449,0.02222108],"study_design_scores_gemma":[0.0002746908,0.00001017146,0.3876377,0.00003449849,0.000006516156,4.909716e-7,0.00008404711,0.6065699,0.003495202,0.001622631,0.0001998389,0.00006428434],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9431928,0.0004019769,0.05552375,0.0002070928,0.00002505062,0.0002161577,0.00003010802,0.00001589364,0.000387158],"genre_scores_gemma":[0.8806539,0.00003408713,0.1188467,0.00003763983,0.00002131407,0.000005670464,0.00005209957,0.000002941041,0.0003456578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5387834,"threshold_uncertainty_score":0.3908538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415556168","doi":"10.1016/j.apr.2025.102792","title":"Understanding the agriculture sectors of greenhouse gas emissions prediction in the global scenario: Insights from explainable artificial intelligence (XAI)","year":2025,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Explainable Artificial Intelligence (XAI)","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Greenhouse gas; Artificial neural network; Agriculture; Convolutional neural network; Nitrous oxide; Methane; Carbon dioxide; Greenhouse effect","authors":[{"name":"Sireesha Mantena","is_ca":false},{"name":"Abdul Gaffar Sheik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1131312173171872,"gpt":0.3404388848123226,"spread":0.2273076674951354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001786502,0.0002197264,0.0002329947,0.00005151827,0.001211848,0.0003717891,0.002279632,0.0002031057,0.00005131777],"category_scores_gemma":[0.000704137,0.0001334941,0.0001117842,0.007527981,0.0005053717,0.0006249661,0.0005292246,0.0007665778,0.00004464744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154282,"about_ca_system_score_gemma":0.0005267015,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009348509,"about_ca_topic_score_gemma":0.005116485,"domain_scores_codex":[0.995591,0.001184813,0.0006535663,0.0006221717,0.001214448,0.0007339892],"domain_scores_gemma":[0.9975675,0.0008820468,0.0001373521,0.001013468,0.0002919893,0.0001076449],"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":[0.000087583,0.000446732,0.001954821,0.00003055757,0.0000522846,0.00004021521,0.008382882,0.02256271,0.002895183,0.9483168,0.004969803,0.01026043],"study_design_scores_gemma":[0.0001208438,0.0002615087,0.006295016,0.0003062923,0.00001727855,0.000008267158,0.04605551,0.2512486,0.009275728,0.6834291,0.002727096,0.0002547834],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1181692,0.0007612366,0.8646174,0.008229207,0.000618615,0.001035076,0.00001757871,0.0001356625,0.006415974],"genre_scores_gemma":[0.9976074,0.0001265553,0.001629517,0.0002079393,0.00008262137,0.00008589381,0.000005187376,0.000007608176,0.000247297],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8794382,"threshold_uncertainty_score":0.9972484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7078264798","doi":"10.1016/j.apr.2025.102702","title":"Integration of Sentinel-5P satellite data and machine learning for spatiotemporal prediction of NO2 in Delhi: Impacts of COVID-19 lockdown","year":2025,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Support vector machine; Decision tree; Random forest; Regression; Mean squared error; Regression analysis; Air quality index; Satellite; Linear regression","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08890831980299632,"gpt":0.3627249712885717,"spread":0.2738166514855753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002342347,0.00007546498,0.0001832607,0.00003877739,0.00008090666,0.0000174025,0.0004324085,0.00008380115,0.000008972003],"category_scores_gemma":[0.002504652,0.00007023766,0.00002509596,0.0009282594,0.0001543944,0.0002163291,0.0004054884,0.0001874978,2.165704e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005752812,"about_ca_system_score_gemma":0.0003377385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001773168,"about_ca_topic_score_gemma":0.0001355109,"domain_scores_codex":[0.9986094,0.0002189779,0.0004031598,0.0002959879,0.0002657627,0.0002067078],"domain_scores_gemma":[0.9987716,0.0002960293,0.0001719675,0.0004164511,0.0002837512,0.00006019204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005774509,0.0004374974,0.6039254,0.003014608,0.000108588,0.000005029673,0.003476334,0.01501229,0.2240853,0.01514303,0.001536273,0.1326781],"study_design_scores_gemma":[0.0007778986,0.0001305024,0.09895474,0.0001368415,0.000005698077,0.000002423597,0.000279241,0.8772963,0.01382725,0.003017571,0.005512763,0.00005880765],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2757927,0.00128069,0.7167203,0.004454309,0.00006407506,0.0005099487,0.00004845873,0.00003156237,0.001097926],"genre_scores_gemma":[0.9889901,0.0002307613,0.01018405,0.00002420341,0.000009446439,0.000009453753,0.0000756457,0.000001395854,0.0004749258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.862284,"threshold_uncertainty_score":0.2998483,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407672862","doi":"10.1016/j.apr.2025.102460","title":"Field validation of a novel passive air sampler and monitoring of semivolatile organic pollutants in the remote marine and continental boundary layer","year":2025,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trent University","funders":"Max-Planck-Institut für Chemie; Gujarat Cancer and Research Institute; Max-Planck-Gesellschaft; RECETOX Přírodovědecké Fakulty Masarykovy Univerzity; Ministerstvo Školství, Mládeže a Tělovýchovy","keywords":"Environmental science; Boundary layer; Pollutant; Field (mathematics); Remote sensing; Environmental monitoring; Geology; Environmental engineering; Aerospace engineering; Chemistry; Engineering","authors":[{"name":"Gerhard Lammel","is_ca":false},{"name":"Björn Nillius","is_ca":false},{"name":"Frank Helleis","is_ca":false},{"name":"Adéla Holubová Šmejkalová","is_ca":false},{"name":"Petr Kukučka","is_ca":false},{"name":"Jakub Martiník","is_ca":false},{"name":"Petra Příbylová","is_ca":false},{"name":"Roman Prokeš","is_ca":false},{"name":"Pourya Shahpoury","is_ca":true},{"name":"Daniel Štěpánek","is_ca":false},{"name":"Jakub Vinkler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03370673274186195,"gpt":0.3069276610582895,"spread":0.2732209283164275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005403899,0.00008576478,0.0001565167,0.000005078412,0.0001532638,0.00002637375,0.0001446592,0.00007653897,0.0003364526],"category_scores_gemma":[0.0002608432,0.00006537731,0.00002147969,0.0006839966,0.0002040886,0.0001134656,0.00005969836,0.0002203529,8.586739e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001005663,"about_ca_system_score_gemma":0.0001047047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004969808,"about_ca_topic_score_gemma":0.0002571578,"domain_scores_codex":[0.9989626,0.00009862882,0.0002420518,0.0001873749,0.0002884087,0.0002209557],"domain_scores_gemma":[0.9992236,0.0004493941,0.0000716311,0.0001523887,0.00006349287,0.00003952321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002101694,0.00005407962,0.8937222,0.0001119623,0.00003231165,0.000004704113,0.0006157919,0.0001555663,0.0349959,0.00004592013,0.0001371026,0.06991423],"study_design_scores_gemma":[0.0006692474,0.0001270418,0.9658242,0.000109849,0.00000893333,0.000009800721,0.001864578,0.006380803,0.02419744,0.0004452988,0.0002826903,0.00008016134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965168,0.0004152318,0.0005239273,0.000817584,0.0000567994,0.0001897265,0.00002725472,0.000006126672,0.001446614],"genre_scores_gemma":[0.9970778,0.0001674963,0.002343753,0.00005363417,0.00003213951,0.000001027972,0.000006564889,0.000002123319,0.000315474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0721019,"threshold_uncertainty_score":0.7512897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405556860","doi":"10.1016/j.apr.2024.102390","title":"Utilizing lead isotopes in airborne particulates and soils to trace lead sources: A case study from southern Taiwan","year":2024,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Nuclear Safety Commission","funders":"","keywords":"Lead (geology); Environmental science; Particulates; Soil water; Environmental chemistry; TRACE (psycholinguistics); Isotope; Chemistry; Geology; Soil science","authors":[{"name":"Chung‐Shin Yuan","is_ca":false},{"name":"Jian-Wei You","is_ca":true},{"name":"Yu-Lun Tseng","is_ca":false},{"name":"Wen‐Hsi Cheng","is_ca":false},{"name":"Yu-Yun Kao","is_ca":false},{"name":"Chia‐Lun Lo","is_ca":false},{"name":"Chia-Wei Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0530777213015608,"gpt":0.3388311675977922,"spread":0.2857534462962314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002244731,0.0002255017,0.0002507184,0.00002227993,0.0002819838,0.000188891,0.0002548716,0.00009983447,0.001210378],"category_scores_gemma":[0.0001887175,0.0001993612,0.00004859569,0.001104974,0.0004289786,0.0002443193,0.0005342459,0.0005000146,0.00199691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005569432,"about_ca_system_score_gemma":0.00003412076,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03168732,"about_ca_topic_score_gemma":0.006900415,"domain_scores_codex":[0.9963253,0.000691048,0.0003931187,0.0008832513,0.000893842,0.0008134193],"domain_scores_gemma":[0.998993,0.0002385709,0.00002572104,0.0004600989,0.000006789095,0.0002757894],"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":[0.0001742216,0.001840469,0.2873379,0.00007444432,0.0001719573,0.01048305,0.1281478,0.03411407,0.04615884,0.00005675214,0.001359603,0.4900809],"study_design_scores_gemma":[0.002003765,0.001623631,0.4141551,0.0003405491,0.00009267042,0.0004278048,0.3368742,0.212015,0.003638658,0.00104629,0.02635035,0.001431935],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950711,0.001523012,0.000489467,0.001310696,0.00007514185,0.001009589,0.00001598329,0.00008494013,0.0004200955],"genre_scores_gemma":[0.9961358,0.00004001147,0.002161768,0.0000953011,0.00004876718,0.0001955539,0.000001146016,0.0000412242,0.001280426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4886489,"threshold_uncertainty_score":0.9997026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7093366044","doi":"10.1016/j.apr.2025.102784","title":"Machine learning-based estimation of vehicular emissions using on-board diagnostics data for intelligent fleet management","year":2025,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Cistel Technology (Canada); University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Powertrain; Cold start (automotive); Phase (matter); Fleet management; Driving cycle; NOx; Gasoline","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06134223780047844,"gpt":0.3637666848119601,"spread":0.3024244470114816,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007683585,0.0001233289,0.0001555776,0.00004397863,0.000280475,0.00002869264,0.0003734879,0.00008212819,0.00006810758],"category_scores_gemma":[0.0003323635,0.0001153673,0.0000438359,0.0008147507,0.00006393943,0.00007309241,0.0001538291,0.0002943957,0.000009659487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001769185,"about_ca_system_score_gemma":0.00008451117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007034614,"about_ca_topic_score_gemma":0.00000356083,"domain_scores_codex":[0.9987313,0.00007347155,0.0002818739,0.0002335014,0.0003495213,0.0003303327],"domain_scores_gemma":[0.9988979,0.0002907014,0.00003255685,0.0005926206,0.0001022355,0.00008404407],"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":[0.00003609656,0.00006560091,0.0003542742,0.0003093564,0.00004683211,0.000001867621,0.00001760334,0.9407424,0.0002440025,0.0005720608,0.003300417,0.05430954],"study_design_scores_gemma":[0.0003226421,0.00007089991,0.0006866897,0.0003060691,0.00002482567,2.60897e-7,0.00005448251,0.9510907,0.001876237,0.0001403183,0.04533143,0.00009542557],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1020139,0.00195131,0.8922312,0.0005381318,0.0003236307,0.0009656326,0.0001236267,0.0001727941,0.00167979],"genre_scores_gemma":[0.9671319,0.000808207,0.03119926,0.00003950676,0.00002884203,0.00005023617,0.000140052,0.00002435208,0.0005776561],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.865118,"threshold_uncertainty_score":0.470454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415390145","doi":"10.1016/j.apr.2025.102793","title":"Oxidative potential of size-resolved PM related to water-soluble components and total and bioaccessible mass fractions of PAH derivatives","year":2025,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Aristotle University of Thessaloniki; Ministerstvo Školství, Mládeže a Tělovýchovy; Max-Planck-Gesellschaft; Trent University","keywords":"Dithiothreitol; Particulates; Fraction (chemistry); Aerosol; Mass fraction; Mass concentration (chemistry); Total organic carbon; Human health","authors":[{"name":"Athanasios Besis","is_ca":false},{"name":"Marco Wietzoreck","is_ca":false},{"name":"Eleni Serafeim","is_ca":false},{"name":"Benjamin A. Musa Bandowe","is_ca":false},{"name":"Stefanie Hildmann","is_ca":false},{"name":"Rong Jin","is_ca":false},{"name":"Jun-Tae Kim","is_ca":false},{"name":"Αθανάσιος Κούρας","is_ca":false},{"name":"Gerhard Lammel","is_ca":false},{"name":"Constantini Samara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03974704970195239,"gpt":0.3599098618023724,"spread":0.32016281210042,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009126735,0.0000948314,0.0002033187,0.00001811778,0.0003346449,0.00002312184,0.0001251044,0.00009492036,0.0005661267],"category_scores_gemma":[0.0002315873,0.00007827695,0.00002380997,0.0007281231,0.0006537359,0.000257679,0.000353461,0.000206061,0.00002206499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001139047,"about_ca_system_score_gemma":0.00004892004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004265429,"about_ca_topic_score_gemma":0.00004288525,"domain_scores_codex":[0.9982659,0.0003378624,0.0003347743,0.0002629696,0.00040806,0.0003904674],"domain_scores_gemma":[0.999347,0.0001787638,0.00006858855,0.0001777967,0.00004785913,0.0001799734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004730689,0.0003775188,0.02801802,0.0001676764,0.00007611053,0.000002922445,0.002513951,0.00145878,0.9567558,0.0006264678,0.002014604,0.007515055],"study_design_scores_gemma":[0.001077249,0.0004003657,0.9368278,0.0001042641,0.00001274086,0.000001923292,0.001796241,0.007082033,0.04769044,0.003518487,0.00135656,0.0001318602],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878964,0.0000888852,0.004026189,0.005765126,0.0000630952,0.0004908955,0.00001489228,0.00001448095,0.001640044],"genre_scores_gemma":[0.991572,0.00008011013,0.005989909,0.0001424286,0.000004751362,0.00001935978,0.000004304365,0.000005940645,0.002181241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9090654,"threshold_uncertainty_score":0.6448081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}