{"meta":{"query_hash":"ff9e2e997a36","filters":{"venue":"Watershed Ecology and the Environment"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/ff9e2e997a36","api":"https://metacan.xera.ac/api/v1/cohort?venue=Watershed+Ecology+and+the+Environment"},"results":[{"id":"W4380989908","doi":"10.1016/j.wsee.2023.06.002","title":"Abundance, geo-microbial role and community diversity of sulfate-reducing bacteria in tropical estuarine sediments","year":2023,"lang":"en","type":"article","venue":"Watershed Ecology and the Environment","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cambrian College","funders":"Kerala State Council for Science, Technology and Environment; Ministry of Environment, Forest and Climate Change","keywords":"Estuary; Diversity index; Phylogenetic diversity; Ecology; Sulfate; Alpha diversity; Biology; Species diversity; Species richness; Phylogenetics; Chemistry","score_opus":0.0087289596504595,"score_gpt":0.18926955818091445,"score_spread":0.18054059853045495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380989908","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":[0.9995059,0.00016454,0.000026940404,0.0000060307284,9.2308863e-7,0.0000017201496,0.00012903516,0.0000011525267,0.00016366375],"genre_scores_gemma":[0.99907804,0.00019672475,0.00011790755,0.0000112841335,0.0000024241142,0.000006587622,0.00027219046,8.054802e-7,0.00031404162],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998653,0.000014647537,0.000021092474,0.000039146096,0.000022850838,0.000036963764],"domain_scores_gemma":[0.99984777,0.000020256686,0.000061574625,0.0000070687643,0.000033681692,0.000029514877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013615405,0.00024994643,0.00022298309,0.00083131506,0.00040867997,0.0005544884,0.0001306788,0.00020317247,0.0005959373],"category_scores_gemma":[0.00019063604,0.00018088816,0.0002012151,0.0007918767,0.00023703043,0.00023711473,0.000433277,0.00016712732,0.000111547524],"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":[0.00027253223,0.00006243131,0.8693352,0.00018772623,0.00007801108,0.0005325459,0.0017265626,0.000187759,0.11667256,0.00007470845,0.00009263559,0.010777333],"study_design_scores_gemma":[0.0000027105764,0.00007367335,0.9966151,0.000011954321,0.000019310499,0.00021992343,0.0008930851,0.00012384563,0.0017469724,0.000015604257,0.00027220263,0.0000056851377],"about_ca_topic_score_codex":0.008575515,"about_ca_topic_score_gemma":0.015509182,"teacher_disagreement_score":0.008575515,"about_ca_system_score_codex":0.00019350817,"about_ca_system_score_gemma":0.00024502768,"threshold_uncertainty_score":0.01705122},"labels":[],"label_agreement":null},{"id":"W4409197903","doi":"10.1016/j.wsee.2025.03.007","title":"Performance assessment of personal care products industrial effluent treatment plant and its impacts on the environment","year":2025,"lang":"en","type":"article","venue":"Watershed Ecology and the Environment","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Rajshahi University; Bangladesh Council of Scientific and Industrial Research","keywords":"Personal care; Effluent; Business; Environmental science; Waste management; Engineering; Medicine","score_opus":0.02279229629502725,"score_gpt":0.23702249226866415,"score_spread":0.2142301959736369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409197903","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":[0.99549884,0.00037324132,0.0015561128,0.00005892731,0.000007989065,0.000065110675,0.0003154779,0.000036204867,0.0020881097],"genre_scores_gemma":[0.99541026,0.00053890474,0.0021054603,0.00003254501,0.0000050177364,0.00003907461,0.0003969127,0.000010738317,0.0014611034],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992101,0.00010372041,0.000059548896,0.000091588474,0.00045369583,0.00008122915],"domain_scores_gemma":[0.99948394,0.000070236536,0.00008484571,0.000025600266,0.00030833457,0.00002703664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008166397,0.0004056656,0.00036296132,0.00048307047,0.00040841923,0.0007253219,0.00031757477,0.000514962,0.0009506363],"category_scores_gemma":[0.0006051793,0.0001006324,0.0005222253,0.00063697115,0.0001572198,0.00032592082,0.00032425992,0.00022883742,0.00026560255],"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":[0.0010666989,0.0011044035,0.0654728,0.001371976,0.00013727724,0.0005862046,0.0002858369,0.018724592,0.81139785,0.00033729788,0.0013917586,0.09812332],"study_design_scores_gemma":[0.00006972613,0.0079631405,0.20521004,0.000079172896,0.00028040013,0.0006379127,0.0008101137,0.036303937,0.74111545,0.00027162855,0.007184972,0.000073483614],"about_ca_topic_score_codex":0.009665003,"about_ca_topic_score_gemma":0.009320495,"teacher_disagreement_score":0.009665003,"about_ca_system_score_codex":0.0009808588,"about_ca_system_score_gemma":0.0007495539,"threshold_uncertainty_score":0.019217491},"labels":[],"label_agreement":null},{"id":"W4410264394","doi":"10.1016/j.wsee.2025.05.003","title":"How far have roadside curb inlets evolved towards sustainable urban drainage?","year":2025,"lang":"en","type":"article","venue":"Watershed Ecology and the Environment","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministry of Science and Technology of the People's Republic of China; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Drainage; Environmental planning; Environmental science; Business; Environmental resource management; Ecology","score_opus":0.00483260443278441,"score_gpt":0.17951793491661083,"score_spread":0.17468533048382642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410264394","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1795347,0.0713098,0.034600757,0.5264617,0.0051241564,0.00023939113,0.0025493542,0.00080896897,0.1793712],"genre_scores_gemma":[0.82220644,0.06405964,0.023598215,0.037449542,0.00071109284,0.00023289546,0.0011576195,0.00041991062,0.05016472],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99816257,0.0005842484,0.00007720501,0.00031380294,0.00032793093,0.00053426484],"domain_scores_gemma":[0.9969928,0.0003873026,0.00034394654,0.0002631743,0.0013268113,0.00068589544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030286713,0.0004343499,0.0004006701,0.0005909503,0.0018838403,0.0064037177,0.0015106867,0.0030435175,0.014442198],"category_scores_gemma":[0.004600165,0.0002565425,0.0005379718,0.0014665695,0.0040134657,0.01011568,0.0035234352,0.0026833545,0.0029322056],"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":[0.00015747262,0.00018818663,0.02323889,0.0036148378,0.000075711774,0.00054361403,0.0050319997,0.0044029886,0.0034957842,0.47868827,0.10309848,0.37746373],"study_design_scores_gemma":[0.000012687759,0.0001352775,0.013462624,0.0011965059,0.00003316788,0.00023155076,0.009449776,0.0010685235,0.0022954987,0.041094195,0.93092984,0.00009028887],"about_ca_topic_score_codex":0.03117579,"about_ca_topic_score_gemma":0.057276864,"teacher_disagreement_score":0.03117579,"about_ca_system_score_codex":0.005965608,"about_ca_system_score_gemma":0.0126278205,"threshold_uncertainty_score":0.06198865},"labels":[],"label_agreement":null}]}