{"meta":{"query_hash":"f711b0b919bb","filters":{"venue":"Discover Atmosphere"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/f711b0b919bb","api":"https://metacan.xera.ac/api/v1/cohort?venue=Discover+Atmosphere"},"results":[{"id":"W4404895703","doi":"10.1007/s44292-024-00022-6","title":"Characterizing and sourcing metal air contamination coupling concentrations and lead isotopes from moss biomonitoring in urban cemeteries","year":2024,"lang":"en","type":"article","venue":"Discover Atmosphere","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","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":"Université du Québec à Montréal","funders":"Agence Nationale de la Recherche","keywords":"Biomonitoring; Moss; Environmental science; Contamination; Environmental chemistry; Lead (geology); Isotope; Chemistry; Ecology; Geology; Biology","score_opus":0.013644270542544601,"score_gpt":0.22370254777893325,"score_spread":0.21005827723638865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404895703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966512,0.002281872,0.000023006707,0.0004613925,0.00022949115,0.0001149202,0.000048180726,0.000039877854,0.00015010432],"genre_scores_gemma":[0.99935144,0.00011785662,0.00006450772,0.00006831273,0.00020080336,0.000014183416,0.000054339085,0.0000014783218,0.00012708707],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993696,0.000019797768,0.00014288195,0.00024563872,0.000062468716,0.00015956712],"domain_scores_gemma":[0.99973416,0.00016753763,0.000028785003,0.000022097216,0.000011080188,0.000036322068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007365361,0.00010322659,0.00013485522,0.0000018826944,0.0001246921,0.000188933,0.000047043784,0.00006406215,0.000050535367],"category_scores_gemma":[0.000013958654,0.0000487632,0.00002461304,0.00011516735,0.0000535181,0.00044974263,0.000051102164,0.000093093695,0.0000039611205],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013472897,0.000025239775,0.42497385,0.00002271887,0.000021956335,0.000013650327,0.0022523715,0.000012101608,0.56164026,0.00041057245,0.000013737164,0.010600068],"study_design_scores_gemma":[0.0001961019,0.00010616861,0.96429616,0.00010709145,0.0000299907,0.0000032619096,0.004979008,0.008144573,0.018447578,0.00012880549,0.0033309734,0.0002302666],"about_ca_topic_score_codex":0.00092486374,"about_ca_topic_score_gemma":0.0009965083,"teacher_disagreement_score":0.5431927,"about_ca_system_score_codex":0.00002652388,"about_ca_system_score_gemma":0.000007087143,"threshold_uncertainty_score":0.19885056},"labels":[],"label_agreement":null},{"id":"W4408330584","doi":"10.1007/s44292-025-00027-9","title":"A functional mixed effect model approach to explore regional climate patterns in Bangladesh","year":2025,"lang":"en","type":"article","venue":"Discover Atmosphere","topic":"Climate variability and models","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mixed model; Environmental science; Computer science","score_opus":0.030593196365198357,"score_gpt":0.25049676568276447,"score_spread":0.2199035693175661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408330584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9387337,0.000017352488,0.032009535,0.000310511,0.00010559543,0.00044137414,0.000037478247,0.00004049644,0.028303955],"genre_scores_gemma":[0.9961162,0.0000119247825,0.001644232,0.0008381721,0.000017399605,0.00025754157,0.000084793486,0.000016277645,0.001013464],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984208,0.00007622183,0.00023853692,0.0005749078,0.0002876248,0.0004019508],"domain_scores_gemma":[0.99944144,0.000072315015,0.000032990327,0.00035594404,0.0000049601413,0.00009232792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002812001,0.00020744742,0.00021729113,0.0000075867138,0.00009858199,0.000048150163,0.00022636908,0.00009991077,0.00048106906],"category_scores_gemma":[0.000016812937,0.00018277482,0.00010915793,0.0003227172,0.000058381345,0.0002792794,0.0003482338,0.00016798319,0.0001815943],"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":[0.00021534448,0.00035942008,0.23339698,0.00008704789,0.000008863712,0.0000022175573,0.0005582442,0.75699574,0.00039850848,0.0011105054,0.006119964,0.00074715295],"study_design_scores_gemma":[0.0017580438,0.00008072335,0.29449186,0.000111882335,0.000035143603,0.0000027388855,0.0005863531,0.6983952,0.0002964895,0.0028031622,0.0009702967,0.00046810322],"about_ca_topic_score_codex":0.0003248095,"about_ca_topic_score_gemma":0.0002441277,"teacher_disagreement_score":0.061094884,"about_ca_system_score_codex":0.0002708178,"about_ca_system_score_gemma":0.000026547736,"threshold_uncertainty_score":0.7453341},"labels":[],"label_agreement":null},{"id":"W4409698073","doi":"10.1007/s44292-025-00035-9","title":"Moisture transport to British Columbia’s upper Nechako Watershed associated with three atmospheric rivers","year":2025,"lang":"en","type":"article","venue":"Discover Atmosphere","topic":"Hydrology and Watershed Management Studies","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":true,"ca_institutions":"University of Northern British Columbia","funders":"Environment and Climate Change Canada; Université du Québec à Montréal","keywords":"Watershed; Environmental science; Moisture; Hydrology (agriculture); Atmospheric sciences; Meteorology; Climatology; Geography; Geology","score_opus":0.003544673846808686,"score_gpt":0.18248839523982222,"score_spread":0.17894372139301354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409698073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9437204,0.000050267998,0.0028131476,0.0009045754,0.00014867292,0.00059551775,0.000023027404,0.0001304288,0.051613946],"genre_scores_gemma":[0.9378374,0.00001709717,0.0010577003,0.0023072273,0.000011422844,0.00008628151,0.000041418425,0.000026056301,0.05861535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982301,0.000038293543,0.0002188225,0.0006427355,0.0003008533,0.000569174],"domain_scores_gemma":[0.99947435,0.000022921618,0.000057005822,0.00032782234,0.000012701555,0.00010520569],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012800029,0.00023226588,0.00032706207,0.0000013247653,0.0004024451,0.00011936678,0.0003780429,0.00013480696,0.003116011],"category_scores_gemma":[0.000013389121,0.00025904377,0.00010458477,0.0005297766,0.00025583053,0.00030222986,0.00021911347,0.0001866644,0.00017428362],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005178139,0.00015437527,0.92824167,0.000014483295,0.00019557551,0.00009401884,0.00036264275,0.016777886,0.000020221816,0.00001377464,0.05296828,0.0011052644],"study_design_scores_gemma":[0.0010910621,0.00013365604,0.9800709,0.00006449025,0.00016049205,0.000001348674,0.00029132058,0.0002718205,0.00001691699,0.00062120386,0.0169081,0.00036870764],"about_ca_topic_score_codex":0.027989062,"about_ca_topic_score_gemma":0.29595423,"teacher_disagreement_score":0.26796517,"about_ca_system_score_codex":0.00022206397,"about_ca_system_score_gemma":0.000019004956,"threshold_uncertainty_score":0.9999862},"labels":[],"label_agreement":null},{"id":"W4410953348","doi":"10.1007/s44292-025-00040-y","title":"The Tahtsa Ranges Atmospheric River Experiment (TRARE): experimental design and case studies","year":2025,"lang":"en","type":"article","venue":"Discover Atmosphere","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; Environment and Climate Change Canada; Government of British Columbia; Kamloops Art Gallery; University of Northern British Columbia","funders":"Real Estate Foundation of British Columbia; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Rio Tinto; University of Northern British Columbia","keywords":"Environmental science; Atmospheric sciences; Meteorology; Geology; Geography","score_opus":0.027606693809778534,"score_gpt":0.27948188671627155,"score_spread":0.251875192906493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410953348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93094844,0.0610689,0.0012858523,0.00022498624,0.00033532636,0.0004170688,0.00001044094,0.00003961345,0.0056693726],"genre_scores_gemma":[0.9930326,0.00041743813,0.004138856,0.00030896522,0.00003619861,0.000018881816,0.0000056290214,0.000003590156,0.002037851],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99883455,0.00017593024,0.0002371606,0.00030997797,0.00015186261,0.00029050183],"domain_scores_gemma":[0.99891955,0.000694293,0.00005589165,0.00022121999,0.000026404874,0.00008266976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021481424,0.00019350617,0.00020255125,0.0000014774165,0.0008423529,0.00013630248,0.00014777547,0.000051053314,0.0006115972],"category_scores_gemma":[0.00003735401,0.0001105914,0.00005948126,0.00017008034,0.00036596408,0.0001938568,0.000042208394,0.000094284995,0.000034284523],"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":[0.0020867148,0.0007555975,0.33709887,0.00020864676,0.0018866542,0.0028829596,0.031405363,0.38299385,0.001060309,0.013834538,0.0347608,0.19102569],"study_design_scores_gemma":[0.013458611,0.0040959264,0.2328213,0.00023235947,0.0008037285,0.0006322002,0.182971,0.39454046,0.0127145955,0.05386044,0.099786244,0.0040831235],"about_ca_topic_score_codex":0.000310497,"about_ca_topic_score_gemma":0.00011158598,"teacher_disagreement_score":0.18694258,"about_ca_system_score_codex":0.000012979208,"about_ca_system_score_gemma":0.0000352285,"threshold_uncertainty_score":0.66965604},"labels":[],"label_agreement":null},{"id":"W4411370933","doi":"10.1007/s44292-025-00038-6","title":"Investigating the dispersion and transport of carbon monoxide in West Africa with a focus on biomass burning and gas flaring sources","year":2025,"lang":"en","type":"article","venue":"Discover Atmosphere","topic":"Oil, Gas, and Environmental Issues","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Environment and Protected Areas","funders":"","keywords":"Carbon monoxide; Biomass (ecology); Dispersion (optics); Biomass burning; Environmental science; Focus (optics); Atmospheric sciences; Geography; Chemistry; Geology; Physics; Meteorology; Oceanography; Optics; Aerosol","score_opus":0.0062041475361251245,"score_gpt":0.1912642004320027,"score_spread":0.18506005289587757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411370933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98289454,0.0014616715,0.000010357189,0.0002222296,0.000015457965,0.00008793234,0.0000017352154,0.00001312694,0.01529297],"genre_scores_gemma":[0.9993495,0.000107186665,0.0001962391,0.000021171423,0.000011038743,0.000008666966,0.0000023603454,0.000014830636,0.0002890123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993187,0.000031452815,0.00015152845,0.00022089045,0.000117382944,0.00016005056],"domain_scores_gemma":[0.9997195,0.000054987613,0.00005425597,0.00013362542,0.0000028040567,0.000034851164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007161548,0.00014252955,0.00017477912,0.000006794563,0.00007540657,0.00002413812,0.000071809925,0.000047983984,0.000006699947],"category_scores_gemma":[0.000006339837,0.00009285582,0.000022230284,0.00013532209,0.0001675943,0.00008845134,0.000039793056,0.000106695734,3.814423e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057070527,0.000044788703,0.97051215,0.000107306856,0.000032775533,0.000009462136,0.008511768,0.005394071,0.010346196,0.0006554822,0.000002405697,0.004326519],"study_design_scores_gemma":[0.0015254184,0.00023408605,0.926674,0.0010047694,0.000107500564,0.0000029459388,0.016402235,0.0034202847,0.048082776,0.0017882752,0.0004318947,0.00032579515],"about_ca_topic_score_codex":0.012226044,"about_ca_topic_score_gemma":0.0037829974,"teacher_disagreement_score":0.04383814,"about_ca_system_score_codex":0.000026271042,"about_ca_system_score_gemma":0.000009494172,"threshold_uncertainty_score":0.9943516},"labels":[],"label_agreement":null}]}