{"meta":{"query_hash":"eb49c9224034","filters":{"venue":"Aerosol Science and Engineering"},"cohort_total":11,"direct_labels_cover":0,"predictions_cover":11,"exported":11,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/eb49c9224034","api":"https://metacan.xera.ac/api/v1/cohort?venue=Aerosol+Science+and+Engineering"},"results":[{"id":"W2613175622","doi":"10.1007/s41810-017-0007-z","title":"Methanol Extracted Brown Carbon in PM2.5 Over Xi’an, China: Seasonal Variation of Optical Properties and Sources Identification","year":2017,"lang":"en","type":"article","venue":"Aerosol Science and Engineering","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"National Natural Science Foundation of China","keywords":"Aethalometer; Levoglucosan; Chemistry; Environmental chemistry; Total organic carbon; Seasonality; Biomass burning; Carbon fibers; Aerosol; Carbon black; Pyrene; Environmental science; Organic chemistry; Materials science","score_opus":0.015467855100019207,"score_gpt":0.20688085892502628,"score_spread":0.19141300382500706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613175622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991135,0.00011346103,0.00009474636,0.000020759393,0.0000081255885,0.0000044078024,0.00036186227,0.0000045225406,0.00027858716],"genre_scores_gemma":[0.9989347,0.00006842887,0.00009019063,0.000015024992,0.0000063871194,0.000005488159,0.00046364966,0.0000020470375,0.0004139943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99991727,0.0000069766024,0.0000055683468,0.000028938208,0.000022982853,0.000018164228],"domain_scores_gemma":[0.9999193,0.000009929531,0.000016781903,0.000005976449,0.000034905715,0.000013108831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017084835,0.0003282427,0.0001282133,0.0007399646,0.00044162554,0.00031403382,0.00025566373,0.00028660093,0.00045495707],"category_scores_gemma":[0.00012324276,0.00017534185,0.00025539598,0.0005439283,0.00020797826,0.00024611643,0.00018808917,0.00016116592,0.00007769212],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008119614,0.00018039398,0.8042062,0.00027158434,0.00034656705,0.00059893524,0.00074071425,0.0037158479,0.1671468,0.00028428456,0.0012109237,0.020485831],"study_design_scores_gemma":[0.00000632612,0.000016910342,0.99309444,0.0000033380338,0.000027029195,0.000038815873,0.00011488716,0.0019177018,0.004471493,0.000020388119,0.00028222986,0.0000065805457],"about_ca_topic_score_codex":0.104843564,"about_ca_topic_score_gemma":0.14521097,"teacher_disagreement_score":0.104843564,"about_ca_system_score_codex":0.000761664,"about_ca_system_score_gemma":0.00045195426,"threshold_uncertainty_score":0.20846659},"labels":[],"label_agreement":null},{"id":"W2789474194","doi":"10.1007/s41810-018-0025-5","title":"Performance of a Capillary Dilution System for High-Concentration Sampling of Ultrafine Aerosols","year":2018,"lang":"en","type":"article","venue":"Aerosol Science and Engineering","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut de recherche Robert-Sauvé en santé et en sécurité du travail; HEC Montréal","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Dilution; Aerosol; Capillary action; Serial dilution; Analytical Chemistry (journal); Volumetric flow rate; Particle (ecology); Particle size; Calibration; Particle number; Chemistry; Chromatography; Materials science; Mechanics; Composite material; Volume (thermodynamics); Thermodynamics; Mathematics; Physics","score_opus":0.02278861024567355,"score_gpt":0.252846438655648,"score_spread":0.23005782840997444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789474194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76681656,0.006441015,0.21547611,0.00058162806,0.00048530957,0.0010699286,0.0009266254,0.0037666052,0.00443618],"genre_scores_gemma":[0.80959415,0.0012787356,0.18418497,0.00049720274,0.000115058705,0.00040271386,0.0005006639,0.00010432019,0.0033222032],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983602,0.00022281619,0.00007915548,0.00042338643,0.0008082457,0.00010621631],"domain_scores_gemma":[0.9987,0.00060348294,0.00008153234,0.000090240675,0.00043457755,0.00009018544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017333134,0.00068227464,0.0006379262,0.00063092855,0.00071217754,0.0006909497,0.001573814,0.0012422913,0.0012319888],"category_scores_gemma":[0.0020081517,0.0003612343,0.00032371166,0.00044335262,0.00053292426,0.0005636907,0.0005600869,0.00061424036,0.0006140694],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029225717,0.000064425716,0.0014764445,0.0001246714,0.000022667806,0.00008116941,0.00007420907,0.0002995967,0.9797291,0.00031770623,0.00031554454,0.01720221],"study_design_scores_gemma":[0.000027811395,0.0005483698,0.005169435,0.000015343756,0.00003983384,0.00040237585,0.00001860512,0.012086701,0.978336,0.000075783355,0.0032293857,0.00005038784],"about_ca_topic_score_codex":0.0034981768,"about_ca_topic_score_gemma":0.0031978684,"teacher_disagreement_score":0.0034981768,"about_ca_system_score_codex":0.0010868696,"about_ca_system_score_gemma":0.0011478082,"threshold_uncertainty_score":0.009166777},"labels":[],"label_agreement":null},{"id":"W2893207803","doi":"10.1007/s41810-018-0036-2","title":"Predicting Fibrous Filter’s Efficiency by Two Methods: Artificial Neural Network (ANN) and Integration of Genetic Algorithm and Artificial Neural Network (GAINN)","year":2018,"lang":"en","type":"article","venue":"Aerosol Science and Engineering","topic":"Aerosol Filtration and Electrostatic Precipitation","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut de recherche Robert-Sauvé en santé et en sécurité du travail; Concordia University","funders":"Concordia University","keywords":"Artificial neural network; Computer science; Genetic algorithm; Artificial intelligence; Filter (signal processing); Time delay neural network; Types of artificial neural networks; Algorithm; Machine learning; Computer vision","score_opus":0.013457262079887757,"score_gpt":0.2593043021237045,"score_spread":0.24584704004381672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893207803","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62871975,0.00084083097,0.3661484,0.00017936177,0.00013523517,0.0000558429,0.00018194132,0.00060334464,0.0031352811],"genre_scores_gemma":[0.9547875,0.0002166988,0.04369549,0.000030407546,0.000018682127,0.000029530356,0.0001047716,0.000025909034,0.0010910743],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995994,0.00007156237,0.000038722923,0.00010338646,0.00015398397,0.000032978816],"domain_scores_gemma":[0.99882454,0.00055989204,0.00014272555,0.00005476886,0.00039182752,0.000026194317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012998731,0.0006521496,0.0006288814,0.0014422107,0.000388919,0.0007863164,0.00041169676,0.0011297103,0.000498881],"category_scores_gemma":[0.0026165482,0.00024461778,0.00071964,0.0010070873,0.00023932103,0.001132978,0.00025333336,0.00047386516,0.00020959211],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005356773,0.00052437733,0.050667215,0.00026545353,0.0002275758,0.00013987391,0.0000828223,0.6938818,0.041112445,0.0011827975,0.0008895286,0.21049044],"study_design_scores_gemma":[0.000006138802,0.000044194698,0.005257598,0.000004868564,0.000022085454,0.000020469426,0.000008089837,0.9844892,0.009800123,0.00018072795,0.00015375776,0.000012738296],"about_ca_topic_score_codex":0.007707136,"about_ca_topic_score_gemma":0.0076059555,"teacher_disagreement_score":0.007707136,"about_ca_system_score_codex":0.0009222035,"about_ca_system_score_gemma":0.0005211209,"threshold_uncertainty_score":0.015324593},"labels":[],"label_agreement":null},{"id":"W2913488427","doi":"10.1007/s41810-018-00038-7","title":"Computational and Experimental Analysis of Ultrafine Particle Dispersion During Granite Polishing","year":2019,"lang":"en","type":"article","venue":"Aerosol Science and Engineering","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; École de Technologie Supérieure; Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Ultrafine particle; Dispersion (optics); Polishing; Field (mathematics); Particle (ecology); Process engineering; Environmental science; Materials science; Computer science; Simulation; Mechanical engineering; Engineering; Geology; Nanotechnology; Physics; Optics","score_opus":0.004483111959788181,"score_gpt":0.21833605121992572,"score_spread":0.21385293926013754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913488427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99240935,0.00006974378,0.0031160978,0.00009306955,0.00001907984,0.000020025804,0.000450825,0.000112849615,0.0037091225],"genre_scores_gemma":[0.99758685,0.000035058518,0.0013828343,0.000010285679,0.000004221605,0.000014001736,0.00024198498,0.000019172176,0.0007056676],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998882,0.000012978472,0.000006584305,0.000022866272,0.000032509877,0.000036878624],"domain_scores_gemma":[0.9992411,0.0004973554,0.000052489235,0.00005837677,0.000118868025,0.000031743017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029026877,0.00042123208,0.0006045561,0.00047320637,0.0007978783,0.0009666681,0.00095008843,0.0013350802,0.002500838],"category_scores_gemma":[0.0012915769,0.0003774837,0.0007256409,0.000475087,0.00064959546,0.0005863847,0.00044175627,0.0006882151,0.00021677089],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023270857,0.00017744963,0.005242109,0.000090228015,0.000029042045,0.00018177419,0.00007177878,0.9846542,0.005386891,0.00092704786,0.00029790375,0.0027088681],"study_design_scores_gemma":[0.000027684586,0.00005737419,0.0021298819,0.000003352067,0.000008699485,0.000017509474,0.000049304657,0.99482536,0.0025141153,0.00018957323,0.00016551264,0.00001174728],"about_ca_topic_score_codex":0.027126571,"about_ca_topic_score_gemma":0.015404649,"teacher_disagreement_score":0.027126571,"about_ca_system_score_codex":0.00074885675,"about_ca_system_score_gemma":0.001016229,"threshold_uncertainty_score":0.053937376},"labels":[],"label_agreement":null},{"id":"W2995815349","doi":"10.1007/s41810-019-00050-5","title":"Experimental Evaluation of Three Local Exhaust Ventilation Systems Designed to Reduce Ultrafine Dust Emission During a Polishing Process","year":2019,"lang":"en","type":"article","venue":"Aerosol Science and Engineering","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Polishing; Ventilation (architecture); Process (computing); Environmental science; Automotive engineering; Materials science; Metallurgy; Engineering; Computer science; Mechanical engineering","score_opus":0.0189747325876129,"score_gpt":0.26531277897214106,"score_spread":0.24633804638452816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995815349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989813,0.00004305251,0.00082640606,0.0000032093212,0.0000039237702,0.000029780169,0.00002603181,0.000018455004,0.00006771542],"genre_scores_gemma":[0.9983113,0.000048347963,0.0011596571,0.0000052707255,0.0000030042945,0.00003922005,0.000045574692,0.000008932009,0.00037876278],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99965143,0.000072557756,0.000030420608,0.00008166848,0.00009028082,0.00007360121],"domain_scores_gemma":[0.99938,0.0002558961,0.000089796806,0.0000714981,0.00014222323,0.000060548486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004977735,0.0006556804,0.00070714985,0.00027291046,0.0005344154,0.0003579026,0.00075797125,0.0006590516,0.0013946454],"category_scores_gemma":[0.0007740352,0.00025687783,0.00041578914,0.0001857482,0.00044997016,0.00035498536,0.00038881577,0.00033848066,0.0001724778],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00409797,0.0013841577,0.0029353818,0.00029869133,0.000050321607,0.000075116244,0.0002023581,0.0014734063,0.98107886,0.000040619794,0.000036843154,0.008326279],"study_design_scores_gemma":[0.0002902457,0.0142885335,0.0125637995,0.000009499516,0.00012731442,0.000059137175,0.0001320898,0.0035243034,0.96864957,0.000016936332,0.00031967642,0.000018755823],"about_ca_topic_score_codex":0.0011365706,"about_ca_topic_score_gemma":0.0014818643,"teacher_disagreement_score":0.0013946454,"about_ca_system_score_codex":0.0003037627,"about_ca_system_score_gemma":0.00031038257,"threshold_uncertainty_score":0.004665613},"labels":[],"label_agreement":null},{"id":"W3033644178","doi":"10.1007/s41810-020-00064-4","title":"Comparative Performance of the NanoScan and the Classic SMPS in Determining N95 Filtering Facepiece Efficiency Against Nanoparticles","year":2020,"lang":"en","type":"article","venue":"Aerosol Science and Engineering","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Scanning mobility particle sizer; Penetration (warfare); Nanoparticle; Materials science; Particle size; Nanotechnology; Environmental science; Biomedical engineering; Composite material; Process engineering; Mathematics; Chemical engineering; Particle-size distribution; Engineering; Operations research","score_opus":0.03189309780253666,"score_gpt":0.2475740964992384,"score_spread":0.21568099869670174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033644178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990941,0.0011767467,0.005212047,0.00004037012,0.000023245528,0.000028120117,0.0002692354,0.000092459166,0.0022166574],"genre_scores_gemma":[0.9868772,0.0006795876,0.008251346,0.000035888603,0.0000059161534,0.000022464023,0.0002599941,0.000022392453,0.003845251],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989742,0.0001532927,0.00007743547,0.00021888771,0.000465836,0.0001103991],"domain_scores_gemma":[0.998654,0.00067386735,0.00012845307,0.00011257405,0.00039900653,0.0000320566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010356264,0.0003693934,0.000297777,0.00047399936,0.00036088322,0.0003779518,0.00055802154,0.00075908983,0.001595151],"category_scores_gemma":[0.0017542578,0.00024809522,0.00036283783,0.00040390465,0.00026929114,0.00037816787,0.00025524627,0.00025204683,0.00051279773],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011082811,0.000107218766,0.0040705083,0.00016058414,0.000042789106,0.00007068017,0.00017571596,0.002494353,0.9729906,0.00018381818,0.00019701355,0.018398518],"study_design_scores_gemma":[0.0000020673708,0.00032953956,0.0018606854,0.000003642397,0.000014740541,0.00002723323,0.000031562642,0.002090136,0.9952834,0.000008984001,0.0003405734,0.000007454764],"about_ca_topic_score_codex":0.00537566,"about_ca_topic_score_gemma":0.010121135,"teacher_disagreement_score":0.00537566,"about_ca_system_score_codex":0.00045683817,"about_ca_system_score_gemma":0.00029309047,"threshold_uncertainty_score":0.010688722},"labels":[],"label_agreement":null},{"id":"W3043345232","doi":"10.1007/s41810-020-00068-0","title":"Effects of a Coflowing Air on the Characteristics of an Electrospray","year":2020,"lang":"en","type":"article","venue":"Aerosol Science and Engineering","topic":"Electrohydrodynamics and Fluid Dynamics","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Electrospray; Nozzle; Jet (fluid); Materials science; Analytical Chemistry (journal); Chemistry; Mass spectrometry; Mechanics; Thermodynamics; Chromatography; Physics","score_opus":0.0029326620434950374,"score_gpt":0.16544582897194318,"score_spread":0.16251316692844814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043345232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99621624,0.0007241864,0.0012604303,0.00010192096,0.000091544076,0.000022055665,0.00010065633,0.00006913062,0.001413776],"genre_scores_gemma":[0.9981578,0.00025497138,0.0006782004,0.000052725867,0.0000394885,0.000008211948,0.000098785895,0.000032054173,0.00067775],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995401,0.00007959274,0.00003705666,0.00010371866,0.00013883246,0.00010077858],"domain_scores_gemma":[0.99634475,0.0027414493,0.00021917041,0.000112342874,0.00039285966,0.00018941083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006319324,0.00046017166,0.00030051547,0.00031483392,0.0006050066,0.0008419549,0.00033155255,0.000693974,0.0034000084],"category_scores_gemma":[0.0027934627,0.00021960071,0.00032494168,0.00028068878,0.0006505489,0.0007851895,0.00038295577,0.00058652466,0.0002885569],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034420034,0.00010971317,0.0015167362,0.00010548014,0.000023414259,0.00035914363,0.00016688483,0.0011627845,0.9864742,0.00015140389,0.00016290937,0.0063252337],"study_design_scores_gemma":[0.000045966535,0.00090684684,0.0054260176,0.000008898417,0.00002883813,0.00014471855,0.00010162829,0.0033297,0.9889886,0.000047187372,0.0009512088,0.00002034476],"about_ca_topic_score_codex":0.0013897131,"about_ca_topic_score_gemma":0.00066160824,"teacher_disagreement_score":0.0034000084,"about_ca_system_score_codex":0.00037545417,"about_ca_system_score_gemma":0.00039262747,"threshold_uncertainty_score":0.011374116},"labels":[],"label_agreement":null},{"id":"W4392938636","doi":"10.1007/s41810-024-00220-0","title":"Optimization of the Air Cleaning Properties of Fog","year":2024,"lang":"en","type":"article","venue":"Aerosol Science and Engineering","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"FP7 Security; European Commission","keywords":"Nozzle; Aerosol; Environmental science; Atmospheric pressure; Materials science; Nuclear engineering; Meteorology; Aerospace engineering","score_opus":0.014544461607797385,"score_gpt":0.19747950967794523,"score_spread":0.18293504807014785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392938636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813331,0.00053157005,0.016480675,0.000021705595,0.000026649037,0.000056819674,0.000107750275,0.0002314612,0.0012102142],"genre_scores_gemma":[0.99190736,0.0001761513,0.007195638,0.000019274621,0.0000054253346,0.000026114472,0.00009086796,0.000022151571,0.0005570716],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991465,0.000007743392,0.000005763342,0.000022912762,0.000033922275,0.000015038326],"domain_scores_gemma":[0.9999409,0.000013623628,0.000013173054,0.0000069023145,0.000018819585,0.000006539101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013576253,0.0002835531,0.00025084693,0.00017414935,0.00013613055,0.00024872192,0.0002170354,0.00020637033,0.0005176688],"category_scores_gemma":[0.00018774944,0.00011648201,0.00018759197,0.00011049754,0.00008935743,0.00021060657,0.00020513184,0.00012360973,0.00012451984],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006163356,0.000029509367,0.0007260016,0.00008075976,0.000007359261,0.000021491074,0.000020144069,0.0014405238,0.98919696,0.000046187168,0.000069058246,0.008300401],"study_design_scores_gemma":[0.000012770884,0.00034494413,0.004855019,0.0000045796774,0.000020809766,0.00003123496,0.000010760174,0.01458389,0.9786406,0.000021712282,0.0014650719,0.000008638987],"about_ca_topic_score_codex":0.0004589788,"about_ca_topic_score_gemma":0.0004982428,"teacher_disagreement_score":0.0005176688,"about_ca_system_score_codex":0.00018970168,"about_ca_system_score_gemma":0.00013511897,"threshold_uncertainty_score":0.0017317533},"labels":[],"label_agreement":null},{"id":"W4399463049","doi":"10.1007/s41810-024-00233-9","title":"Source Apportionment of Carbonaceous Aerosols during PM2.5 Pollution Episodes in Xi’an, Northwestern China: Estimation of the Potential of Carbon Emission Reduction by Rural Household Energy Substitution","year":2024,"lang":"en","type":"article","venue":"Aerosol Science and Engineering","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"IONICS Mass Spectrometry (Canada)","funders":"","keywords":"Apportionment; China; Substitution (logic); Environmental science; Pollution; Carbon fibers; Estimation; Reduction (mathematics); Air pollution; Atmospheric sciences; Meteorology; Environmental engineering; Environmental chemistry; Geography; Chemistry; Economics; Mathematics; Political science","score_opus":0.00762393202675638,"score_gpt":0.2146171087588575,"score_spread":0.20699317673210113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399463049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99954504,0.000023103137,0.000057108824,0.000011133009,0.000001461817,0.000003564284,0.00019038453,0.00000326909,0.00016485305],"genre_scores_gemma":[0.9994136,0.00001602724,0.000057151166,0.00000470885,0.000002311697,0.0000044175526,0.00033131253,9.4022926e-7,0.00016959172],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99990153,0.000010906551,0.000008625539,0.00003073418,0.00002124688,0.000027041488],"domain_scores_gemma":[0.9998301,0.000025998283,0.00004621366,0.000013753989,0.00004823017,0.000035552388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002146023,0.00034264426,0.0002002348,0.0007840011,0.00038408843,0.00036679945,0.00040862098,0.0003774977,0.000503576],"category_scores_gemma":[0.00021091824,0.0002129521,0.00032945408,0.00062105234,0.00015470582,0.00022357277,0.00033278792,0.0001400194,0.00007646102],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012230492,0.000042763073,0.9892077,0.000022729888,0.000084835534,0.00022526403,0.00029027162,0.0012557572,0.0050797863,0.000075992946,0.00013935888,0.0034530833],"study_design_scores_gemma":[0.0000018039136,0.000008914802,0.9979685,0.0000013640647,0.000011314983,0.000021367985,0.00016312598,0.0014847239,0.00023890955,0.000015713598,0.00008177449,0.0000025725217],"about_ca_topic_score_codex":0.09895428,"about_ca_topic_score_gemma":0.117482595,"teacher_disagreement_score":0.09895428,"about_ca_system_score_codex":0.0010164576,"about_ca_system_score_gemma":0.00056951283,"threshold_uncertainty_score":0.1967566},"labels":[],"label_agreement":null},{"id":"W4406967571","doi":"10.1007/s41810-025-00286-4","title":"The Enhancement and Variation in the Carbon Dioxide Concentration in a Typical Industrial Park in the Northern China","year":2025,"lang":"en","type":"article","venue":"Aerosol Science and Engineering","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"123 Certification (Canada)","funders":"National Key Research and Development Program of China","keywords":"Carbon dioxide; China; Variation (astronomy); Industrial park; Environmental science; Carbon fibers; Geography; Materials science; Ecology; Archaeology; Composite material; Biology; Astrophysics; Physics","score_opus":0.005203585833055916,"score_gpt":0.2050566999251762,"score_spread":0.19985311409212028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406967571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992849,0.00002416314,0.000076922384,0.000017835144,0.0000019937024,0.0000029801538,0.00011493769,0.000006272761,0.0004699681],"genre_scores_gemma":[0.9995222,0.000017340653,0.000089972295,0.0000043403793,0.000003635769,0.0000026168561,0.000109686334,0.0000010828971,0.00024906432],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99986625,0.000009500797,0.000008263887,0.000050143066,0.000030177003,0.000035763973],"domain_scores_gemma":[0.999877,0.000014561078,0.000025498983,0.000009133431,0.000035208068,0.000038638853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001361016,0.00021372162,0.00029093536,0.00086736254,0.00080418703,0.00045399836,0.00054050854,0.00040121074,0.0006547952],"category_scores_gemma":[0.00014956163,0.0001899004,0.00025235582,0.0011328419,0.0005078432,0.00032018777,0.0003666675,0.00014006867,0.000071324816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001618839,0.00009557921,0.9609645,0.000065106855,0.00010158637,0.0017070895,0.0012635427,0.0017909015,0.026492944,0.00026751505,0.00042750195,0.0066618733],"study_design_scores_gemma":[0.0000028773613,0.000014335311,0.9975936,0.0000013773355,0.000011280106,0.000113057125,0.0004955323,0.0011306796,0.00038958478,0.000033348275,0.00020746115,0.0000067495102],"about_ca_topic_score_codex":0.07886306,"about_ca_topic_score_gemma":0.15664828,"teacher_disagreement_score":0.07886306,"about_ca_system_score_codex":0.00088389777,"about_ca_system_score_gemma":0.0009878442,"threshold_uncertainty_score":0.15680802},"labels":[],"label_agreement":null},{"id":"W4408647732","doi":"10.1007/s41810-025-00303-6","title":"Identifying the Causes of Air Pollution in the Tehran Metropolis-Iran and Policy Recommendations for Sustainability","year":2025,"lang":"en","type":"article","venue":"Aerosol Science and Engineering","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Sustainability; Environmental planning; Air pollution; Environmental health; Pollution; Business; Environmental science; Environmental protection; Medicine","score_opus":0.038939231219134986,"score_gpt":0.3523111561079306,"score_spread":0.3133719248887956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408647732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8451557,0.017870048,0.0025292865,0.1116742,0.0008308565,0.00028099725,0.0038237276,0.00016290457,0.017672248],"genre_scores_gemma":[0.986081,0.0065146666,0.0020187395,0.0013780846,0.00039718524,0.00007980882,0.0013260534,0.000012053282,0.0021924498],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889624,0.00025644488,0.00007223213,0.00011219318,0.00024329942,0.00041954344],"domain_scores_gemma":[0.9985122,0.00023188793,0.00044456593,0.000052096406,0.00051979756,0.0002394415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017134731,0.00053622987,0.00043617556,0.0035677329,0.0015583675,0.0025977422,0.0011827113,0.0014032759,0.0034848794],"category_scores_gemma":[0.0029546,0.00038212104,0.0011011867,0.0034495231,0.0010564997,0.0019544722,0.0019381007,0.0016184025,0.000286815],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013669507,0.0003649696,0.88401544,0.0009718142,0.0002879083,0.0013269496,0.0032431225,0.0037837327,0.0012146797,0.015103966,0.022723515,0.0668271],"study_design_scores_gemma":[0.000025739182,0.00006355641,0.9362266,0.0005225007,0.00020314228,0.00037944302,0.031387005,0.0036801703,0.0006723271,0.008253271,0.018529782,0.000056487017],"about_ca_topic_score_codex":0.18377136,"about_ca_topic_score_gemma":0.2704915,"teacher_disagreement_score":0.18377136,"about_ca_system_score_codex":0.005247748,"about_ca_system_score_gemma":0.021918729,"threshold_uncertainty_score":0.3654034},"labels":[],"label_agreement":null}]}