{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":11,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":11,"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":"86adea6fe41c","filters":{"venue":"Discover Environment"}},"results":[{"id":"W4396708190","doi":"10.1007/s44274-024-00073-x","title":"The impact of community-led conservation models on women's nature-based livelihood outcomes in semi-arid Northern Ghana","year":2024,"lang":"en","type":"article","venue":"Discover Environment","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Livelihood; Arid; Geography; Environmental planning; Environmental resource management; Socioeconomics; Natural resource economics; Environmental science; Economics; Ecology; Agriculture; Archaeology; Biology","authors":[{"name":"Cornelius K. A. Pienaah","is_ca":true},{"name":"Bipasha Baruah","is_ca":true},{"name":"Moses Mosonsieyiri Kansanga","is_ca":false},{"name":"Isaac Luginaah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01030563818486263,"gpt":0.2268418240513506,"spread":0.2165361858664879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005216181,0.0002070134,0.0001769082,0.00006997067,0.0002589691,0.00006750883,0.0003611715,0.00008109154,0.0002979774],"category_scores_gemma":[0.00002088354,0.00013417,0.0001459412,0.0001653886,0.0002287443,0.0001521472,0.0002810364,0.0003631251,0.0001334835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001116735,"about_ca_system_score_gemma":0.00002643088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00292892,"about_ca_topic_score_gemma":0.0009752737,"domain_scores_codex":[0.998584,0.0002109159,0.0002524303,0.0002223026,0.0004529236,0.0002773966],"domain_scores_gemma":[0.9990466,0.0003308971,0.00008216414,0.0004777792,0.000002627737,0.00005997194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008481881,0.0004992958,0.8353066,0.00002219688,0.00009948422,0.000005704092,0.003656042,0.1578915,0.0002733279,0.00005800366,0.0002517955,0.001851201],"study_design_scores_gemma":[0.0005720614,0.0002034196,0.9772471,0.00003031926,0.00002002043,2.162574e-7,0.001850727,0.01766423,0.0001465627,0.0008026742,0.001283959,0.0001786854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961495,0.00006760786,0.0002228855,0.001551439,0.00006620875,0.0003795364,0.00004743395,0.00002173484,0.001493664],"genre_scores_gemma":[0.9988256,0.0000555517,0.00001527557,0.0004449544,0.000007765649,0.00003777848,0.00003430435,0.0000137582,0.0005650221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1419405,"threshold_uncertainty_score":0.5471292,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411522025","doi":"10.1007/s44274-025-00274-y","title":"Environmental, health and social acceptability issues associated with rare earth elements: a systematic literature review","year":2025,"lang":"en","type":"article","venue":"Discover Environment","topic":"Mining and Resource Management","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval; Centre de Géomatique du Québec","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Context (archaeology); Systematic review; Social environment; Process (computing); Narrative review; Environmental planning; Environmental resource management; Psychology; Political science; Geography; Sociology; MEDLINE; Social science; Environmental science; Computer science","authors":[{"name":"Kossivi Fabrice Dossa","is_ca":true},{"name":"Dominic Larivière","is_ca":true},{"name":"Damase P. Khasa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005047183475006748,"gpt":0.2137908089254295,"spread":0.2087436254504227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002869579,0.000241327,0.000444693,0.00004835687,0.0001364823,0.00006503919,0.0001101035,0.00005003415,0.000142885],"category_scores_gemma":[0.000008262135,0.0001830271,0.00005988821,0.00008526233,0.00006303473,0.00008161181,0.00009664039,0.0001472895,0.0000142832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002082475,"about_ca_system_score_gemma":0.000007218805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001662472,"about_ca_topic_score_gemma":0.000001732643,"domain_scores_codex":[0.9986776,0.0001320426,0.0003697917,0.0002830556,0.0002705365,0.0002670269],"domain_scores_gemma":[0.9995594,0.00002220077,0.00008402579,0.0002717364,0.000001526521,0.00006112162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001026148,0.002053858,0.06123221,0.8002552,0.00577212,0.0001120957,0.03586511,0.004188902,0.0002487439,0.001472267,0.05755519,0.03114165],"study_design_scores_gemma":[0.006880009,0.001059049,0.2468355,0.2657748,0.001923696,0.00001864678,0.01668522,0.005495227,0.0002703181,0.0001180159,0.4514349,0.003504706],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2942169,0.6901069,0.001396065,0.003786213,0.0002001215,0.005169949,0.0003143002,0.0003762367,0.004433287],"genre_scores_gemma":[0.9097292,0.08309361,0.0002597149,0.002215406,0.00003635839,0.0003633764,0.0003456465,0.00005380334,0.003902825],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6155124,"threshold_uncertainty_score":0.7463629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408536755","doi":"10.1007/s44274-025-00220-y","title":"Source and distribution of heavy metals in sediment samples from select creeks of the highly urbanized Metro Vancouver Watersheds, Canada","year":2025,"lang":"en","type":"article","venue":"Discover Environment","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":"Royal Roads University","funders":"","keywords":"Heavy metals; Sediment; Environmental science; Distribution (mathematics); Geography; Hydrology (agriculture); Geology; Geomorphology; Environmental chemistry; Geotechnical engineering","authors":[{"name":"E. K. Gampson","is_ca":true},{"name":"Matt Dodd","is_ca":true},{"name":"Marc V. d’Entremont","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004304512295622846,"gpt":0.1782870679865733,"spread":0.1739825556909504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000374893,0.0002626926,0.0004368094,0.00002765917,0.00007249619,0.00000937341,0.0003466427,0.0000767895,0.0005358084],"category_scores_gemma":[0.00004257162,0.0001927292,0.00009402204,0.0001884453,0.0004040091,0.0001221122,0.000646826,0.0001540117,0.000005444083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231008,"about_ca_system_score_gemma":0.00005288685,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3162798,"about_ca_topic_score_gemma":0.1768062,"domain_scores_codex":[0.9975771,0.0002396644,0.0006075728,0.0004954688,0.000735132,0.0003450573],"domain_scores_gemma":[0.9989362,0.0001696747,0.0002064586,0.0006094741,0.000001681879,0.00007649581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001334503,0.0004754582,0.9030266,0.00003792114,0.0001882626,0.000002382976,0.0003712979,0.03787334,0.05085247,0.00008428881,0.004704583,0.002249946],"study_design_scores_gemma":[0.0007781709,0.00003977072,0.7565591,0.00004189853,0.0001071951,1.593776e-7,0.0002811843,0.0003847161,0.2140995,0.0002699539,0.0272422,0.0001962258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952525,0.0003373957,0.002863322,0.0003590485,0.0001904628,0.000502236,0.0002565936,0.000004922811,0.0002334491],"genre_scores_gemma":[0.9986081,0.00009712898,0.0004284576,0.0002017873,0.000008782928,0.00004115992,0.00004432054,0.00001525825,0.0005549749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.163247,"threshold_uncertainty_score":0.838215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401009331","doi":"10.1007/s44274-024-00115-4","title":"Shallow water table rise and fluctuation between 1977 and 2010 in Madinah City, Saudi Arabia","year":2024,"lang":"en","type":"article","venue":"Discover Environment","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"New Brunswick Innovation Foundation","keywords":"Wadi; Water table; Groundwater; Hydrology (agriculture); Aquifer; Groundwater flow; Population; Hydrogeology; Water resources; Geology; Subsurface flow; Environmental science; Geography; Archaeology; Ecology","authors":[{"name":"Ikrema Hassan","is_ca":true},{"name":"Sultan K. Salamah","is_ca":false},{"name":"Mustafa M. Bob","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009922880445989667,"gpt":0.1881635664665569,"spread":0.1782406860205673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001468764,0.0001103802,0.0001037536,0.00003331284,0.00004784207,0.0001362282,0.00005472835,0.00004954508,0.001915567],"category_scores_gemma":[0.000001504971,0.00007738039,0.00001580105,0.00002708443,0.00006929089,0.0002831148,0.00003455429,0.0001007431,0.0001730656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008755958,"about_ca_system_score_gemma":0.000005395631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001167934,"about_ca_topic_score_gemma":0.0002469554,"domain_scores_codex":[0.9992366,0.00001697517,0.0001195169,0.0002835232,0.0001332271,0.0002101753],"domain_scores_gemma":[0.999799,0.00001955472,0.000009011235,0.0001005262,8.261355e-7,0.00007109842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005718638,0.00000752603,0.9885128,0.0000421347,0.00001047533,0.00001394727,0.00038403,0.0001354416,0.001268282,0.000002377569,0.0002118329,0.0094055],"study_design_scores_gemma":[0.0001583745,0.00003317798,0.979381,0.00002210553,0.00001794648,0.000005582478,0.0000468781,0.001171811,0.003106376,0.0009313605,0.01498067,0.000144689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965308,0.001468128,0.00008562583,0.0004060378,0.0000767813,0.0001069909,0.00007270917,0.00001002949,0.001242841],"genre_scores_gemma":[0.9967224,0.0003171017,0.00006082964,0.00002863969,0.00006048949,0.000002482626,0.0002166918,0.000003311539,0.002588073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01476884,"threshold_uncertainty_score":0.9989968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413817464","doi":"10.1007/s44274-025-00334-3","title":"The politics of drought in the Middle East, case study from Iran","year":2025,"lang":"en","type":"article","venue":"Discover Environment","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Freie Universität Berlin","keywords":"Middle East; Politics; Ancient history; Political science; Geography; History; Archaeology; Law","authors":[{"name":"Reza Sohrabi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03805886609845351,"gpt":0.2689097860223073,"spread":0.2308509199238538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005693763,0.00009129644,0.0001019346,0.00002958638,0.0005201194,0.0001061371,0.0004412222,0.00002291261,0.00004315844],"category_scores_gemma":[0.000008936275,0.00005511835,0.00005376273,0.0001162415,0.0003742085,0.00005804612,0.0001024346,0.00009554013,0.00001351481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001822729,"about_ca_system_score_gemma":0.00002434787,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03267517,"about_ca_topic_score_gemma":0.0144303,"domain_scores_codex":[0.9985191,0.0004164348,0.0002193823,0.0001809637,0.0004222023,0.0002418867],"domain_scores_gemma":[0.9993734,0.0001427984,0.00004250052,0.0004157938,0.000001816275,0.00002373448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002621015,0.001694955,0.2667657,0.00001445305,0.0001803364,0.0003888646,0.6875902,0.0009216411,0.00001659056,0.03872447,0.0003959302,0.003280721],"study_design_scores_gemma":[0.0006383673,0.00005328596,0.07527414,0.00001606847,0.00007905185,7.88235e-7,0.6144526,0.00002241272,0.00001878326,0.003207872,0.3061284,0.000108291],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883178,0.0002191576,0.0001386532,0.003114132,0.00008983594,0.0007266411,0.00001874681,0.000006206179,0.007368778],"genre_scores_gemma":[0.9977376,0.0000322279,0.00001631572,0.0002194186,0.00003859569,0.00005321271,0.000002381134,0.000005061496,0.001895201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3057324,"threshold_uncertainty_score":0.9737663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414685825","doi":"10.1007/s44274-025-00307-6","title":"Assessment of seasonal variations of pesticides residues in water and sediments from Hadejia-Nguru wetlands, Northern Nigeria","year":2025,"lang":"en","type":"article","venue":"Discover Environment","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Tertiary Education Trust Fund","keywords":"Pesticide; Wetland; Water quality; Agriculture; Dry season; Sediment; Pesticide residue; Pesticide application; Wet season; Atrazine","authors":[{"name":"Musa Alhaji Musa","is_ca":false},{"name":"Nda Abdulraman Attah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008706953787288538,"gpt":0.2571842753276113,"spread":0.2484773215403228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002612903,0.0001429912,0.0002298918,0.00004757508,0.00005051037,0.00001510313,0.0001340663,0.00005706729,0.001444537],"category_scores_gemma":[0.000005871274,0.0001120807,0.00004448851,0.00006221373,0.0001935938,0.0001467585,0.0002661161,0.00008430282,0.00001875074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000195861,"about_ca_system_score_gemma":0.00001976304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001957632,"about_ca_topic_score_gemma":0.0007991234,"domain_scores_codex":[0.9986317,0.0001353867,0.000405017,0.0002936918,0.0003436021,0.0001905583],"domain_scores_gemma":[0.9995406,0.00006290094,0.00009846554,0.0002464656,0.000002203366,0.00004931309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002001593,0.0003351682,0.9680009,0.00001682509,0.00004492261,0.000001537467,0.000961042,0.004771962,0.02499754,0.0003769654,0.00004959539,0.0004234626],"study_design_scores_gemma":[0.0006096932,0.00004194245,0.9789966,0.00004115022,0.0000303521,1.675671e-7,0.0001710257,0.0005132058,0.01630067,0.002269239,0.0009116334,0.0001143701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935095,0.00003366391,0.00366482,0.0005988823,0.00006489788,0.0002167193,0.0001149424,0.000005223685,0.001791395],"genre_scores_gemma":[0.9974731,0.00004894481,0.001698705,0.0001110774,0.000008968467,0.00002676928,0.0001096405,0.00000672518,0.0005160577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01099558,"threshold_uncertainty_score":0.9994683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412841067","doi":"10.1007/s44274-025-00311-w","title":"Seasonal AOD analysis based on AERONET observations in North and West Africa over 2010–2019","year":2025,"lang":"en","type":"article","venue":"Discover Environment","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre de réadaptation Lethbridge-Layton-Mackay","funders":"National Oceanic and Atmospheric Administration","keywords":"AERONET; Geography; Climatology; Environmental science; Meteorology; Geology; Aerosol","authors":[{"name":"Chukwuma Moses Anoruo","is_ca":false},{"name":"Newton R. Matandirotya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00840743643038669,"gpt":0.2003582289593765,"spread":0.1919507925289899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007924502,0.0001852796,0.0001965456,0.000008845438,0.00009816203,0.00003320472,0.0001568245,0.00005693893,0.003265104],"category_scores_gemma":[0.000006474888,0.0001646601,0.00008353912,0.0004992358,0.0001571951,0.0001300685,0.0001758181,0.0001219664,0.0001497974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002767231,"about_ca_system_score_gemma":0.00001227001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005413253,"about_ca_topic_score_gemma":0.001022096,"domain_scores_codex":[0.9986821,0.00004266348,0.0002027719,0.0004604274,0.0003418941,0.0002701114],"domain_scores_gemma":[0.9994403,0.0000531356,0.00005652907,0.000367797,7.180739e-7,0.000081556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000188438,0.0002235229,0.858245,0.000002103561,0.00003513176,0.000003193327,0.00008595988,0.1388889,0.00009301254,0.00006149791,0.001758175,0.0005846741],"study_design_scores_gemma":[0.0004058318,0.00003985959,0.9571991,0.00000530779,0.000101499,5.918236e-8,0.00003813696,0.03374866,0.00001243073,0.00004043563,0.008242295,0.0001663874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922069,0.00006601171,0.003015339,0.0006009448,0.00004537187,0.0001959004,0.00005350703,0.00001083797,0.003805143],"genre_scores_gemma":[0.994068,0.00004416361,0.0008426908,0.0009042707,0.000009206259,0.000044359,0.00005508208,0.000009555297,0.00402273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1051402,"threshold_uncertainty_score":0.997646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393187464","doi":"10.1007/s44274-024-00058-w","title":"Metal concentrations in fish tissues from Kara, Bolshoi Patok, and Maly Patok River basins, Northeastern European Russia","year":2024,"lang":"en","type":"article","venue":"Discover Environment","topic":"Mercury impact and mitigation studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fish <Actinopterygii>; Fishery; Biology","authors":[{"name":"Claire Hughson","is_ca":true},{"name":"В. И. Пономарев","is_ca":false},{"name":"Б. М. Кондратенок","is_ca":false},{"name":"Tony R. ‎Walker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01209335310055794,"gpt":0.2268839061459156,"spread":0.2147905530453576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001274217,0.0002027763,0.0001707477,0.00002687532,0.00009521458,0.00009999891,0.0001042959,0.00003218181,0.002674861],"category_scores_gemma":[0.000006022694,0.0001712898,0.00005337002,0.0000703255,0.0002997672,0.0004498303,0.0002184703,0.0001189303,0.00145149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001163379,"about_ca_system_score_gemma":0.000006243759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006478195,"about_ca_topic_score_gemma":0.0005760972,"domain_scores_codex":[0.9986575,0.0001088603,0.0002533893,0.0004260956,0.000298475,0.0002556559],"domain_scores_gemma":[0.9995903,0.00004404831,0.00003980051,0.0002080447,6.818435e-7,0.000117119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001054334,0.0001127792,0.9712458,0.000009769832,0.00006755751,0.0001017507,0.007515435,0.0002696904,0.00362242,0.0001608896,0.001607775,0.01527561],"study_design_scores_gemma":[0.0002656049,0.00003233789,0.9076288,0.0000366215,0.00004729583,0.000003056624,0.0004501798,0.0003805885,0.0009465934,0.0002254856,0.08975413,0.0002293597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914113,0.0007572034,0.0002804054,0.000733546,0.0001215241,0.0002270078,0.0003646441,0.00002937165,0.006074978],"genre_scores_gemma":[0.996944,0.0007222918,0.0001552102,0.0004200801,0.00005343988,0.00001442595,0.0001022639,0.00002321468,0.001565053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08814635,"threshold_uncertainty_score":0.999326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403150824","doi":"10.1007/s44274-024-00142-1","title":"Ecological indicators of water quality and marshland impact area (MARia) index of Ligawasan Marsh: a critically important wetland in the Southern Mindanao, Philippines","year":2024,"lang":"en","type":"article","venue":"Discover Environment","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Marsh; Wetland; Water quality; Geography; Index (typography); Ecology; Environmental science; Biology","authors":[{"name":"Krizler C. Tanalgo","is_ca":false},{"name":"Meriam Manampan-Rubio","is_ca":false},{"name":"Renee Jane Alvaro-Ele","is_ca":false},{"name":"Bona Abigail Hilario‐Husain","is_ca":false},{"name":"Sedra Murray","is_ca":false},{"name":"Jamaica L Delos Reyes","is_ca":false},{"name":"Nasrodin M Pangato","is_ca":false},{"name":"Noril S Magkidong","is_ca":false},{"name":"Kayle Lou D. Angcaco","is_ca":false},{"name":"Angelie J Catulos","is_ca":false},{"name":"Ace D Dimacaling","is_ca":false},{"name":"Julius O Ruiz","is_ca":false},{"name":"Rallyessa Mohann A Abdulkasan","is_ca":false},{"name":"Melanie Murray-Buday","is_ca":false},{"name":"Asraf K. Lidasan","is_ca":false},{"name":"Kier Celestial Dela Cruz","is_ca":false},{"name":"Jeaneth Magelen V. Respicio","is_ca":false},{"name":"Sumaira S. Abdullah","is_ca":false},{"name":"Angelo Rellama Agduma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01195596492734712,"gpt":0.252004190513691,"spread":0.2400482255863439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008137157,0.0001761878,0.0002780507,0.00006395017,0.00005379626,0.00001897316,0.0001922242,0.00008494896,0.002222728],"category_scores_gemma":[0.00003207625,0.0000917389,0.00008451517,0.00008793594,0.0006723267,0.00009989413,0.0003925906,0.0001387387,0.0000258218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006774356,"about_ca_system_score_gemma":0.000005352953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002330883,"about_ca_topic_score_gemma":0.000712086,"domain_scores_codex":[0.9985285,0.0001224838,0.0004348359,0.0003361837,0.0002994237,0.0002786091],"domain_scores_gemma":[0.9995125,0.000154284,0.00006525934,0.0002238239,0.000001011845,0.00004310076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005037308,0.0002917503,0.9954838,0.00005656068,0.00008003143,0.00002942052,0.002080774,0.0001056606,0.000935473,0.0001254387,0.0004385939,0.0003221222],"study_design_scores_gemma":[0.0002881574,0.0001593966,0.9952798,0.00001745699,0.00004736927,0.000002724076,0.0009837406,0.00008514978,0.0002020105,0.002102828,0.0007033496,0.0001279633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963875,0.0001102667,0.00004643571,0.001677957,0.00003623759,0.0003119178,0.00006210474,0.000006178133,0.001361423],"genre_scores_gemma":[0.9992915,0.0002040475,0.00002069157,0.0003007577,0.00001059484,0.00003939265,0.00001423209,0.000008100482,0.0001106215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002904081,"threshold_uncertainty_score":0.9986894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415666811","doi":"10.1007/s44274-025-00424-2","title":"Progress and regression of seismology over the last 300 years","year":2025,"lang":"en","type":"article","venue":"Discover Environment","topic":"Earthquake Detection and Analysis","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":"University of British Columbia","funders":"","keywords":"Earthquake prediction; Genius; Epicenter; Intraplate earthquake; Remotely triggered earthquakes; Urban seismic risk; Work (physics)","authors":[{"name":"Serguei Bychkov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004478338066201973,"gpt":0.2017824181438381,"spread":0.1973040800776362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008675831,0.00005678282,0.00008533277,0.0000361456,0.00005404298,0.00001439465,0.00006497459,0.00002808713,0.0009189725],"category_scores_gemma":[0.000003294759,0.00003239236,0.00003670651,0.00006935735,0.0001743513,0.00004318317,0.00001839899,0.00005404459,0.00002573257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001782232,"about_ca_system_score_gemma":0.000006420591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000164821,"about_ca_topic_score_gemma":0.0001159405,"domain_scores_codex":[0.9995432,0.00004662956,0.00009485478,0.0001246152,0.0001057427,0.00008495927],"domain_scores_gemma":[0.9997758,0.00003357386,0.00004073567,0.0001274292,0.000001290537,0.00002123015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001264067,0.00001422391,0.8924308,0.00000600041,0.00002941435,0.000002375119,0.00009668851,0.0008528095,0.00002917772,0.00008207561,0.0002185134,0.1062252],"study_design_scores_gemma":[0.0001184192,0.00002713124,0.9762599,0.00001127337,0.00002013434,9.999228e-7,0.0001047414,0.0008434191,0.0001556725,0.0001813956,0.02224005,0.00003688779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975403,0.0009865848,0.00008391316,0.0003779147,0.00005836403,0.00005955682,0.00001572078,0.000004051174,0.0008735852],"genre_scores_gemma":[0.9986644,0.0002278308,0.00004130171,0.0002252983,0.00001054644,9.12209e-7,0.00001184226,9.126254e-7,0.000816952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1061884,"threshold_uncertainty_score":0.9999943,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417190129","doi":"10.1007/s44274-025-00479-1","title":"Assessment of indoor air quality in a primary school","year":2025,"lang":"en","type":"article","venue":"Discover Environment","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Trent University; Nottingham Trent University","keywords":"Indoor air quality; Particulates; Relative humidity; Air quality index; Noon; Air pollution","authors":[{"name":"Adekunle A. Dosumu","is_ca":false},{"name":"I. Colbeck","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007695285699305207,"gpt":0.2668907586262366,"spread":0.2591954729269314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006599906,0.0001673194,0.0002932684,0.00005477469,0.00005101924,0.000009766296,0.0002653337,0.00009426919,0.001858061],"category_scores_gemma":[0.000019649,0.0001591011,0.0001035016,0.0001712686,0.000232538,0.0002017006,0.0004130254,0.0002157999,0.0001581637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009237893,"about_ca_system_score_gemma":0.00006051171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008115181,"about_ca_topic_score_gemma":0.0001229233,"domain_scores_codex":[0.9982688,0.0001878942,0.0005373915,0.0003866183,0.0003472093,0.0002720778],"domain_scores_gemma":[0.9993125,0.0000520727,0.0001286891,0.0004454523,0.000001424643,0.00005985218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004993109,0.0008464277,0.9098958,0.00007551191,0.00002659759,0.000004884243,0.0002104699,0.005635021,0.0768275,0.002589451,0.001100167,0.002738218],"study_design_scores_gemma":[0.0008830422,0.00004236388,0.9836784,0.00003719311,0.00001153084,3.958073e-7,0.0001222928,0.00003401655,0.004682722,0.0005368598,0.009805767,0.0001654301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9301348,0.00003909489,0.00229404,0.0004834546,0.00008790765,0.0004135104,0.00003266408,0.00001140359,0.06650312],"genre_scores_gemma":[0.9946821,0.00004062905,0.001258361,0.001294757,0.00000913082,0.00004208528,0.00002553294,0.000008492329,0.002638888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07378257,"threshold_uncertainty_score":0.9990544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}