{"meta":{"query_hash":"232e3c02eeae","filters":{"venue":"Water Emerging Contaminants & Nanoplastics"},"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/232e3c02eeae","api":"https://metacan.xera.ac/api/v1/cohort?venue=Water+Emerging+Contaminants+%26+Nanoplastics"},"results":[{"id":"W4390056080","doi":"10.20517/wecn.2023.60","title":"Simple detection of polystyrene nanoparticles and effects in freshwater mussels: method development and <i>in situ</i> application to urban pollution","year":2023,"lang":"en","type":"article","venue":"Water Emerging Contaminants & Nanoplastics","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"Environment and Climate Change Canada","keywords":"Contamination; Environmental chemistry; Mussel; Pollution; Salting out; Chemistry; Environmental science; Chromatography; Biology; Fishery; Aqueous solution; Ecology","score_opus":0.0057091694740426645,"score_gpt":0.22230012887867565,"score_spread":0.216590959404633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390056080","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":[0.96297234,0.000025082856,0.036473207,0.00004051804,0.00012655913,0.0003125766,0.000010215287,0.000027424554,0.000012063823],"genre_scores_gemma":[0.99756867,0.000014417601,0.0022395211,0.0000396176,0.0000137373945,0.000042447846,0.000014680083,0.000016582098,0.000050335566],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99854434,0.00007983124,0.0003932173,0.0003721909,0.00018799995,0.00042242222],"domain_scores_gemma":[0.9995881,0.0001259737,0.00006293212,0.00011548282,0.000008952802,0.00009858678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004926422,0.00017575674,0.00022772442,0.00024412204,0.0000966693,0.000019596264,0.000072516465,0.000082141145,0.0000073767237],"category_scores_gemma":[0.00006403269,0.00014687672,0.000013786643,0.0004008233,0.000049087263,0.00010097148,0.00018444839,0.00007983794,0.00005080241],"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":[0.00006112495,0.000034403904,0.023647891,0.000049295217,0.000005209314,0.00000833133,0.0020623074,0.0018029104,0.95203435,0.000014423327,0.000025854895,0.020253923],"study_design_scores_gemma":[0.0005432838,0.000070148846,0.20433667,0.000055580473,0.000014174618,0.000004674936,0.00007695104,0.015769105,0.776228,0.000086750355,0.002640538,0.0001740838],"about_ca_topic_score_codex":0.00044700367,"about_ca_topic_score_gemma":0.007978212,"teacher_disagreement_score":0.18068878,"about_ca_system_score_codex":0.000109060165,"about_ca_system_score_gemma":0.000008390038,"threshold_uncertainty_score":0.59894586},"labels":[],"label_agreement":null},{"id":"W4390884936","doi":"10.20517/wecn.2023.66","title":"Plastic and anthropogenic microfiber pollution on exposed sandy beaches in Nova Scotia, Canada","year":2024,"lang":"en","type":"article","venue":"Water Emerging Contaminants & Nanoplastics","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saint Mary's University; Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Microplastics; Plastic pollution; Environmental science; Pollution; Sediment; Nova scotia; Shore; Oceanography; Intertidal zone; Environmental chemistry; Geology; Chemistry; Ecology; Geomorphology","score_opus":0.008886860824262847,"score_gpt":0.21022718959940925,"score_spread":0.2013403287751464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390884936","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":[0.99391145,0.0002466128,0.0020268336,0.00022226447,0.0030088231,0.00019587483,0.00011390727,0.00004607489,0.00022816678],"genre_scores_gemma":[0.99895775,0.00004238303,0.00014217934,0.00009051126,0.00009124057,0.000004032774,0.000039813385,0.000042190866,0.0005899178],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99773055,0.0000624501,0.0004519039,0.0006316755,0.00038725935,0.00073617214],"domain_scores_gemma":[0.99931884,0.0002683938,0.000049645605,0.00019125828,0.000009597326,0.00016229361],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002229993,0.00036097018,0.0002900679,0.0001718867,0.00015979583,0.00009548057,0.00015301578,0.00012741786,0.0007849124],"category_scores_gemma":[0.00008628122,0.0002821538,0.00004117156,0.00026273288,0.00019454028,0.00014721791,0.00015831173,0.00028423168,0.00037899814],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025862094,0.00020842724,0.047453225,0.00021552664,0.00010280211,0.0008913174,0.002015984,0.0063797715,0.9208489,0.00025257748,0.01050426,0.010868611],"study_design_scores_gemma":[0.0040802597,0.0010557068,0.3885161,0.0019711498,0.00039645607,0.00038419827,0.000656067,0.06279781,0.4599758,0.00024537256,0.07698866,0.0029324105],"about_ca_topic_score_codex":0.12700261,"about_ca_topic_score_gemma":0.47289088,"teacher_disagreement_score":0.46087307,"about_ca_system_score_codex":0.00053756405,"about_ca_system_score_gemma":0.000101344,"threshold_uncertainty_score":0.99996305},"labels":[],"label_agreement":null},{"id":"W4392756910","doi":"10.20517/wecn.2023.61","title":"Do’s and don’ts of microplastic research: a comprehensive guide","year":2024,"lang":"en","type":"article","venue":"Water Emerging Contaminants & Nanoplastics","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"European Regional Development Fund; Fundação para a Ciência e a Tecnologia","keywords":"Computer science","score_opus":0.028900758194973564,"score_gpt":0.294465989675295,"score_spread":0.26556523148032146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392756910","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":[0.99111164,0.00071268424,0.0044054314,0.0001060557,0.0020191206,0.00025760723,0.000096252516,0.000062201434,0.0012290168],"genre_scores_gemma":[0.99643034,0.0003510904,0.0010003768,0.000027084401,0.00014905598,0.0000103624625,0.000019297979,0.000043569646,0.001968852],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99737173,0.0001343832,0.00053542835,0.00061830116,0.00056719716,0.00077297963],"domain_scores_gemma":[0.99870855,0.0006937432,0.000055819048,0.0002881975,0.000066657136,0.000187061],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043477994,0.00029018946,0.00032966325,0.0002480353,0.00025617194,0.00012400498,0.00024264291,0.00013787363,0.0010108706],"category_scores_gemma":[0.00016649316,0.00021389604,0.000062412466,0.00034513779,0.0005946549,0.00016316127,0.0005608865,0.00034496764,0.0006530411],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007301236,0.00009059714,0.009145265,0.00032069252,0.00008467154,0.00018584123,0.0029771023,0.0005608954,0.9509971,0.0007547241,0.024430733,0.010379338],"study_design_scores_gemma":[0.0013916311,0.00069010956,0.02050047,0.0011370254,0.00025465986,0.00031909064,0.00093511795,0.029677462,0.13926749,0.0013644675,0.80340636,0.0010560917],"about_ca_topic_score_codex":0.00034254094,"about_ca_topic_score_gemma":0.00015279165,"teacher_disagreement_score":0.8117296,"about_ca_system_score_codex":0.00016309971,"about_ca_system_score_gemma":0.00003902847,"threshold_uncertainty_score":0.99990237},"labels":[],"label_agreement":null},{"id":"W4404777146","doi":"10.20517/wecn.2024.39","title":"Use of a fluorescent molecular rotor probe for nanoplastics assessment in epiphytic biofilms growing on submerged vegetation of Lake Saint Pierre (St. Lawrence River)","year":2024,"lang":"en","type":"article","venue":"Water Emerging Contaminants & Nanoplastics","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"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 National d'Optique","funders":"Fonds de recherche du Québec – Nature et technologies; Groupe de recherche interuniversitaire en limnologie","keywords":"Epiphyte; Vegetation (pathology); SAINT; Biofilm; Environmental science; Ecology; Hydrology (agriculture); Geology; Biology; Geotechnical engineering; Art; Paleontology; Bacteria; Art history","score_opus":0.013055951661696848,"score_gpt":0.24108851905055223,"score_spread":0.22803256738885538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404777146","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":[0.89715505,0.00007634799,0.10026402,0.000045281897,0.0013372287,0.00084798405,0.00022082849,0.00003668084,0.00001656113],"genre_scores_gemma":[0.9917651,0.0000563451,0.007816507,0.000025761483,0.000032852568,0.00007779507,0.00009451215,0.000051847575,0.000079303645],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9971644,0.00010009364,0.00089683017,0.00060653867,0.0005750951,0.0006570179],"domain_scores_gemma":[0.998986,0.00034528854,0.00020210771,0.0002857169,0.0000611606,0.00011969596],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045324006,0.00037867072,0.00047630884,0.00027651436,0.00009718289,0.000052426978,0.00022848396,0.00016317441,0.0000747738],"category_scores_gemma":[0.00023203342,0.0003084661,0.00014187265,0.000362108,0.00021435185,0.00027377345,0.00015846435,0.00026004738,0.000026742244],"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":[0.00018901618,0.0002914138,0.00812912,0.00070869556,0.000067799454,0.00006806917,0.0008513003,0.035309654,0.9482776,0.0019703964,0.000085695865,0.004051253],"study_design_scores_gemma":[0.0013601294,0.0010979091,0.027762461,0.002508977,0.0002510454,0.00001135204,0.000054888074,0.39356118,0.5679189,0.00033721232,0.0044565983,0.000679343],"about_ca_topic_score_codex":0.00017727511,"about_ca_topic_score_gemma":0.0005035828,"teacher_disagreement_score":0.3803587,"about_ca_system_score_codex":0.00033746217,"about_ca_system_score_gemma":0.000077860066,"threshold_uncertainty_score":0.99993676},"labels":[],"label_agreement":null},{"id":"W4406684437","doi":"10.20517/wecn.2024.63","title":"The peroxidase toxicity assay for the rapid evaluation of municipal effluent quality","year":2025,"lang":"en","type":"article","venue":"Water Emerging Contaminants & Nanoplastics","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"Environment and Climate Change Canada","keywords":"Effluent; Toxicity; Peroxidase; Environmental science; Quality (philosophy); Chemistry; Environmental chemistry; Environmental engineering; Enzyme; Biochemistry; Physics","score_opus":0.024116293875585493,"score_gpt":0.29960041162649215,"score_spread":0.27548411775090664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406684437","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":[0.9388545,0.00022413426,0.05724646,0.00045856743,0.0016964456,0.0007875063,0.00006883429,0.000017361495,0.00064619357],"genre_scores_gemma":[0.99866486,0.0000655618,0.00015861772,0.000078823236,0.00003931542,0.00007429852,0.000014481929,0.000010988689,0.00089304685],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99774635,0.0003592623,0.0005620504,0.0002874574,0.00059079775,0.0004540836],"domain_scores_gemma":[0.9972933,0.0019489138,0.00016898799,0.0004361917,0.000103741935,0.00004887179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004686845,0.00019422051,0.00021178393,0.000035998783,0.00081345945,0.00005195404,0.0004100164,0.00008444593,0.00026520758],"category_scores_gemma":[0.0012280113,0.00009911202,0.0001073065,0.00015238642,0.00030369862,0.00006562691,0.0002442715,0.00013390335,0.000035344012],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066672586,0.00040500404,0.009213037,0.0001250496,0.00034501747,0.0000015298575,0.0036260623,0.02513873,0.77102095,0.0031035494,0.0060361377,0.18031818],"study_design_scores_gemma":[0.0029998354,0.00022808705,0.07499618,0.00013775069,0.0008801384,0.0000028856568,0.0007797846,0.5091263,0.3203162,0.0011438947,0.08893179,0.00045713253],"about_ca_topic_score_codex":0.00029556677,"about_ca_topic_score_gemma":0.00072904525,"teacher_disagreement_score":0.4839876,"about_ca_system_score_codex":0.00019763796,"about_ca_system_score_gemma":0.000047164704,"threshold_uncertainty_score":0.6256555},"labels":[],"label_agreement":null}]}