{"meta":{"query_hash":"7d7b03183c8b","filters":{"topic":"Water Resource Management and Quality"},"cohort_total":104,"direct_labels_cover":0,"predictions_cover":104,"exported":104,"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/7d7b03183c8b","api":"https://metacan.xera.ac/api/v1/cohort?topic=Water+Resource+Management+and+Quality"},"results":[{"id":"W1480211463","doi":"10.7202/1052399ar","title":"La Patagonia sin represas","year":2014,"lang":"es","type":"article","venue":"Sens public","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.019908397199284115,"score_gpt":0.2380574137019932,"score_spread":0.2181490165027091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1480211463","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":[0.7693154,0.00002838768,0.00015620663,0.0065296157,0.00014081961,0.00015697873,0.000011046036,0.00010671036,0.22355479],"genre_scores_gemma":[0.99108994,0.000017013166,0.00015468751,0.0005711815,0.00023195146,0.0000046169957,0.00002224932,0.000025143372,0.007883211],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99754053,0.00066000747,0.00026761292,0.00055358675,0.00044104148,0.0005372281],"domain_scores_gemma":[0.998745,0.000109558845,0.00011399507,0.0008211116,0.000007831437,0.00020246487],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014586428,0.00021600505,0.00019860246,0.000071573915,0.00018980962,0.0005321259,0.0004507133,0.00013140478,0.002535217],"category_scores_gemma":[0.00016742595,0.00019423326,0.00009430404,0.00026546224,0.00035028052,0.0002502857,0.00065449317,0.00021958849,0.0062486352],"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":[0.00002398556,0.00048866635,0.5978683,0.00014451775,0.000098711054,0.000045889432,0.0018814052,0.00011582425,0.003030472,0.029733524,0.06532213,0.30124652],"study_design_scores_gemma":[0.00022037314,0.00003720859,0.2355716,0.000011047014,0.000016709879,0.0000032722426,0.000101992635,0.00075053424,0.0002900212,0.00055008166,0.7622287,0.00021843861],"about_ca_topic_score_codex":0.00040823477,"about_ca_topic_score_gemma":0.000056632252,"teacher_disagreement_score":0.6969066,"about_ca_system_score_codex":0.00007997288,"about_ca_system_score_gemma":0.0000060118227,"threshold_uncertainty_score":0.9983766},"labels":[],"label_agreement":null},{"id":"W1514951940","doi":"10.5539/jas.v7n6p110","title":"Total Coliforms and Escherichia coli in Surface and Subsurface Water from a Sugarcane Agroecosystem in Veracruz, Mexico","year":2015,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Groundwater; Surface water; Contamination; Coliform bacteria; Environmental science; Fecal coliform; Irrigation; Water quality; Pollution; Most probable number; Environmental engineering; Hydrology (agriculture); Veterinary medicine; Environmental chemistry; Bacteria; Biology; Ecology; Chemistry","score_opus":0.013888294339572727,"score_gpt":0.2176694449704511,"score_spread":0.20378115063087837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1514951940","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":[0.99814826,0.000077508455,0.0000030054628,0.0009790354,0.00010062442,0.00015245465,0.0000018290015,0.0000048812244,0.00053239777],"genre_scores_gemma":[0.99933106,0.000014066805,0.00044708062,0.000039394057,0.00002581403,8.2399043e-7,8.353535e-7,0.0000027365877,0.0001382002],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983407,0.000070602284,0.0003833105,0.00023934744,0.0006180816,0.00034795873],"domain_scores_gemma":[0.99946517,0.000028499719,0.00013918245,0.00007922103,0.000026201682,0.00026174515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015456567,0.00013223548,0.000235586,0.00004318043,0.00007284834,0.0001529758,0.00027325016,0.000039486895,0.000041467643],"category_scores_gemma":[0.00003981489,0.00006578206,0.000023197443,0.0004174153,0.00025650387,0.0009455825,0.00034347898,0.0001749837,0.000020095888],"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":[0.00006567985,0.000056878256,0.7508004,0.000006947799,0.0000050932754,0.000042415813,0.0067242747,0.0052773627,0.2366057,0.000009963991,0.00018009095,0.00022523219],"study_design_scores_gemma":[0.0007133289,0.00009553071,0.9878751,0.000032962318,0.000005094939,0.000032428088,0.002562265,0.00035159316,0.007806699,0.00009457166,0.00028916466,0.00014125108],"about_ca_topic_score_codex":0.0021674158,"about_ca_topic_score_gemma":0.0013212097,"teacher_disagreement_score":0.23707475,"about_ca_system_score_codex":0.0003181635,"about_ca_system_score_gemma":0.000013545546,"threshold_uncertainty_score":0.3276499},"labels":[],"label_agreement":null},{"id":"W1516785623","doi":"","title":"Impacto ambiental del manejo del agua de riego con sondas de capacitancia sobre la contaminación de acuíferos por nitratos","year":2012,"lang":"es","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Water Resource Management and Quality","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":"Nortel (Canada)","funders":"","keywords":"Humanities; Philosophy","score_opus":0.020542562616673976,"score_gpt":0.2473585419439534,"score_spread":0.22681597932727943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1516785623","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":[0.9350529,0.00047562335,0.0037896433,0.003923478,0.0005688192,0.0010470116,0.00030150427,0.00038588577,0.054455165],"genre_scores_gemma":[0.9936462,0.00022316334,0.0024362947,0.0011007788,0.000975289,0.00026937414,0.00023857798,0.00015807255,0.0009522506],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9910678,0.0016616407,0.0012866183,0.0012945385,0.0015603896,0.003128973],"domain_scores_gemma":[0.9955487,0.0003669684,0.0007807813,0.0010911652,0.00014359028,0.0020687752],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0029663316,0.0011986976,0.0009632664,0.0004422799,0.0015351713,0.00083347916,0.0014148417,0.0012239276,0.00032878327],"category_scores_gemma":[0.0005123671,0.0012050878,0.00060278387,0.0008493521,0.0002348613,0.0013876165,0.00083434826,0.0014710632,0.00023279342],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010749315,0.0033511654,0.49008605,0.0006598708,0.00075324305,0.0008420915,0.021433262,0.0002590612,0.06261323,0.4095127,0.004918276,0.004496141],"study_design_scores_gemma":[0.0021392284,0.00017982,0.4269664,0.0002861905,0.00043674966,0.0021761064,0.003054405,0.0007977411,0.015259532,0.00037153825,0.5468644,0.0014678588],"about_ca_topic_score_codex":0.000095204356,"about_ca_topic_score_gemma":0.00040306547,"teacher_disagreement_score":0.5419461,"about_ca_system_score_codex":0.00418239,"about_ca_system_score_gemma":0.00054075744,"threshold_uncertainty_score":0.9997647},"labels":[],"label_agreement":null},{"id":"W1524020242","doi":"","title":"Adaptación de un sistema de tratamiento de aguas residuales en la comunidad urbana de Lacabamba, región Ancash - Perú,, usando tecnologías de humedales artificiales","year":2006,"lang":"es","type":"article","venue":"Revista del Instituto de Investigación de la Facultad de Ingeniería Geológica, Minera, Metalurgica y Geográfica","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":1,"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":"","keywords":"Humanities; Geography; Political science; Art","score_opus":0.012823509393283687,"score_gpt":0.2580593813262876,"score_spread":0.2452358719330039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1524020242","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":[0.96441454,0.010362406,0.008931597,0.0031004008,0.00007601854,0.0014032259,0.0003221902,0.00067254703,0.010717061],"genre_scores_gemma":[0.9506562,0.0014000203,0.04053984,0.001521858,0.0005926863,0.0003826263,0.00018955364,0.00019951869,0.004517709],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9823078,0.0070721996,0.0024634777,0.002250289,0.0014826689,0.0044235834],"domain_scores_gemma":[0.9933483,0.0013938001,0.0011197808,0.0019337895,0.00014062152,0.0020637303],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.011877741,0.0018507581,0.0019348374,0.0007439468,0.0018255385,0.002599305,0.0029687516,0.0016424259,0.00046548463],"category_scores_gemma":[0.0024545263,0.0018606189,0.0011281562,0.0019140133,0.0051260055,0.0009219861,0.0011687777,0.002049749,0.00025652052],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078435894,0.0024163767,0.68427616,0.0016097535,0.0011548857,0.0058401236,0.00960547,0.05176628,0.13156117,0.091290504,0.009609831,0.010085077],"study_design_scores_gemma":[0.0029029218,0.0003336021,0.32645097,0.0010136561,0.0019678478,0.0021162147,0.0018888963,0.023105426,0.014546841,0.005467865,0.6174343,0.0027714714],"about_ca_topic_score_codex":0.016997583,"about_ca_topic_score_gemma":0.0016084068,"teacher_disagreement_score":0.60782444,"about_ca_system_score_codex":0.0032543046,"about_ca_system_score_gemma":0.001257041,"threshold_uncertainty_score":0.99965364},"labels":[],"label_agreement":null},{"id":"W1546995424","doi":"","title":"Calidad del agua en la cuenca del Río Rímac - Sector de San Mateo, afectado por las actividades mineras","year":2010,"lang":"es","type":"dissertation","venue":"Universidad Nacional Mayor de San Marcos","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":1,"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":"","keywords":"Decree; Tributary; Water quality; Geography; Water resources; Environmental protection; Water resource management; Environmental science; Cartography; Archaeology","score_opus":0.008464154873023818,"score_gpt":0.23872362331857402,"score_spread":0.2302594684455502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1546995424","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":[0.9739672,0.000090781075,0.00023037475,0.00048672195,0.0003289953,0.00094832,0.0005613274,0.00018383781,0.02320243],"genre_scores_gemma":[0.9709511,0.00008874559,0.0018315482,0.00036053438,0.00038436867,0.000038381204,0.0012810251,0.00015224885,0.024912044],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9940027,0.0012403618,0.0006932107,0.0013770416,0.0012860824,0.0014006008],"domain_scores_gemma":[0.99713624,0.0007582712,0.00061029906,0.00074091926,0.00006421573,0.0006900544],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013520153,0.0010894208,0.0008332682,0.0006856142,0.00068639993,0.0003772533,0.0015176315,0.0011567683,0.012467323],"category_scores_gemma":[0.00020633318,0.0011572595,0.000628666,0.00060859916,0.000501387,0.0005702832,0.000540533,0.0015958914,0.0011011377],"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":[0.0032199374,0.0019126844,0.409927,0.0018793488,0.0012444962,0.0019705144,0.015188954,0.0012968817,0.4991934,0.01300034,0.033535797,0.017630639],"study_design_scores_gemma":[0.002293084,0.00029815504,0.8196581,0.00045866665,0.00075842655,0.00010443934,0.008090172,0.0013878318,0.02174857,0.001213851,0.14163753,0.0023511874],"about_ca_topic_score_codex":0.0049740933,"about_ca_topic_score_gemma":0.002305621,"teacher_disagreement_score":0.47744483,"about_ca_system_score_codex":0.0013067988,"about_ca_system_score_gemma":0.00023829774,"threshold_uncertainty_score":0.99967664},"labels":[],"label_agreement":null},{"id":"W1600332857","doi":"","title":"Évaluation d'une technologie compacte de production d'eau potable","year":2006,"lang":"fr","type":"article","venue":"Archipelago (Université du Québec à Montréal)","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Political science; Humanities; Art","score_opus":0.012603700794813408,"score_gpt":0.1795955899862647,"score_spread":0.1669918891914513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1600332857","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":[0.93185985,0.0020035866,0.005055118,0.050509285,0.00026791735,0.0005009208,0.000012186878,0.0002601243,0.00953099],"genre_scores_gemma":[0.97493017,0.00026924475,0.002688697,0.00013572765,0.00020890326,0.0000066764637,0.000030523996,0.000032150918,0.021697925],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99758095,0.00028198236,0.0002900056,0.0006237522,0.00047239428,0.0007509195],"domain_scores_gemma":[0.9989969,0.000070142516,0.00019855946,0.0005760732,0.000023022716,0.00013530141],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000722541,0.00031721496,0.00027087185,0.00017349595,0.00072269776,0.00007287703,0.0005128795,0.00016194052,0.0010805964],"category_scores_gemma":[0.00005634304,0.00035564037,0.00015609278,0.00069654733,0.00066837604,0.00056682323,0.0004993676,0.00032701797,0.0013783929],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033375193,0.0015065281,0.21417154,0.00018758042,0.0001961054,0.00031323833,0.0633322,0.13382325,0.024636121,0.007727914,0.0844115,0.46936026],"study_design_scores_gemma":[0.001292543,0.00024480216,0.6606204,0.00009871624,0.00036153363,0.00006928718,0.016121313,0.029207133,0.0035225572,0.018574672,0.26901847,0.00086858595],"about_ca_topic_score_codex":0.8631335,"about_ca_topic_score_gemma":0.6587967,"teacher_disagreement_score":0.46849167,"about_ca_system_score_codex":0.0014624697,"about_ca_system_score_gemma":0.00007863325,"threshold_uncertainty_score":0.99988955},"labels":[],"label_agreement":null},{"id":"W1600425828","doi":"","title":"Modelo de evaluación del servicio de agua y drenaje en el Distrito Federal","year":2011,"lang":"es","type":"article","venue":"Dialnet (Universidad de la Rioja)","topic":"Water Resource Management and Quality","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 Waterloo","funders":"","keywords":"Humanities; Political science; Physics; Geography; Philosophy","score_opus":0.01807843458430483,"score_gpt":0.2634078663629815,"score_spread":0.2453294317786767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1600425828","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":[0.9263978,0.00008686599,0.0037038622,0.00049345865,0.000091481874,0.00033873203,0.000070540285,0.00012125006,0.06869602],"genre_scores_gemma":[0.9939776,0.00011686202,0.0021569459,0.0005623344,0.00015429738,0.000010145155,0.000043917535,0.000051072737,0.0029268356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99644977,0.00098526,0.00027156086,0.00066015637,0.0005326018,0.0011006547],"domain_scores_gemma":[0.99859595,0.00013328742,0.00017207554,0.0006007135,0.000016212796,0.00048174814],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013607081,0.0004224016,0.00035776204,0.00014661893,0.00048258703,0.00023711436,0.0010567296,0.00038898893,0.002041728],"category_scores_gemma":[0.000037805396,0.00047604775,0.00024773416,0.00036459957,0.00040980443,0.0004919824,0.00082267507,0.0004422446,0.0006426379],"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":[0.0004156216,0.00072483177,0.9206404,0.0002045253,0.0002663294,0.00065264193,0.042213593,0.003906823,0.0032116917,0.009801878,0.0060276235,0.011934001],"study_design_scores_gemma":[0.0015598731,0.00014590244,0.94500166,0.00007445376,0.00025537083,0.000021756094,0.003461576,0.02874568,0.0012259034,0.0072289156,0.011493697,0.0007851933],"about_ca_topic_score_codex":0.017374033,"about_ca_topic_score_gemma":0.0006448446,"teacher_disagreement_score":0.067579806,"about_ca_system_score_codex":0.0010756988,"about_ca_system_score_gemma":0.000085512766,"threshold_uncertainty_score":0.9997691},"labels":[],"label_agreement":null},{"id":"W162952605","doi":"10.1007/978-3-540-37224-0_10","title":"Megaconferences: View from Bangladesh","year":2009,"lang":"en","type":"book-chapter","venue":"Water resources development and management","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Criticism; Perception; Task (project management); Environmental planning; Geography; Environmental resource management; Operations management; Political science; Psychology; Engineering; Economics; Management; Law; Archaeology","score_opus":0.02197023172816307,"score_gpt":0.20038169557350055,"score_spread":0.1784114638453375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W162952605","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01809533,0.00039302345,0.00008276819,0.00043387545,0.00011545607,0.0008739362,0.0000071486766,0.00018413727,0.97981435],"genre_scores_gemma":[0.008158263,0.0006194113,0.0025059392,0.0012101681,0.000119473116,0.000053203523,0.0003921081,0.0000725137,0.9868689],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99675536,0.00003944351,0.00067118625,0.0011133796,0.0008049039,0.00061573257],"domain_scores_gemma":[0.9990475,0.000014065348,0.00016881282,0.000546343,0.0000073564606,0.0002158986],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039386854,0.0007339758,0.00056643755,0.00015843312,0.0003029748,0.00028523302,0.0006407293,0.00022643579,0.009832471],"category_scores_gemma":[8.6561437e-7,0.00053471496,0.00011707732,0.000035400906,0.00019999682,0.00013747274,0.001668854,0.00025006014,0.0037102797],"study_design_candidate":"not_applicable","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":[0.0001183708,0.00013034791,0.0009245966,0.00046088189,0.0011425731,0.0004826203,0.01299903,0.000017988572,0.00005039556,0.017762713,0.020055471,0.945855],"study_design_scores_gemma":[0.00041374005,0.000034596036,0.0021434417,0.00019461324,0.00016200752,0.0000012000304,0.00006162823,0.0000073672413,0.00013279516,0.010426553,0.98556703,0.00085500657],"about_ca_topic_score_codex":0.0001039469,"about_ca_topic_score_gemma":0.00014074787,"teacher_disagreement_score":0.96551156,"about_ca_system_score_codex":0.00017787646,"about_ca_system_score_gemma":0.000002630278,"threshold_uncertainty_score":0.99971044},"labels":[],"label_agreement":null},{"id":"W1695876407","doi":"","title":"Índice de calidad del agua de consumo humano en el sistema de abastecimiento de agua potable en el ámbito rural del centro poblado de Paria – Willcawain – Huaraz","year":2015,"lang":"es","type":"article","venue":"Spanish Journal of Rural Development","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Humanities; Geography; Art","score_opus":0.016326720755665765,"score_gpt":0.2729030678623545,"score_spread":0.25657634710668875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1695876407","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":[0.98935825,0.000933911,0.0053307153,0.0017916503,0.00042662834,0.0006048616,0.000034555193,0.00006597469,0.001453472],"genre_scores_gemma":[0.97912693,0.00039261376,0.016294412,0.0013911716,0.0004581697,0.000029085528,0.000030509402,0.000098189426,0.0021789134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9914587,0.0017509019,0.0019415667,0.0004985897,0.0017300807,0.00262015],"domain_scores_gemma":[0.9960369,0.00027249858,0.0012711514,0.0004887807,0.00013699062,0.0017936961],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008633995,0.0008439354,0.0010603359,0.00029373134,0.0006244492,0.00065609266,0.0016677545,0.00041796587,0.00035749146],"category_scores_gemma":[0.00046006587,0.00079866615,0.00042551017,0.00040414586,0.00034369732,0.00071443483,0.0009480218,0.00093623175,0.0002545476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060278916,0.00069814397,0.9232259,0.00030651796,0.00066920853,0.00083377626,0.025346579,0.0064330883,0.02009741,0.00043774044,0.015409791,0.0059390864],"study_design_scores_gemma":[0.0038817492,0.00040183065,0.924949,0.0012063326,0.0004792633,0.0012847325,0.019627405,0.0011188744,0.017398234,0.0015719419,0.026713206,0.0013674197],"about_ca_topic_score_codex":0.00439791,"about_ca_topic_score_gemma":0.00039909774,"teacher_disagreement_score":0.011303414,"about_ca_system_score_codex":0.0080693485,"about_ca_system_score_gemma":0.001265302,"threshold_uncertainty_score":0.99944645},"labels":[],"label_agreement":null},{"id":"W1698936177","doi":"","title":"Índice canadiense de calidad de las aguas para la cuenca del río Naranjo, provincia Las Tunas, Cuba","year":2014,"lang":"es","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Humanities; Geography; Art","score_opus":0.14118067340972532,"score_gpt":0.4847401693968555,"score_spread":0.3435594959871302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1698936177","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":[0.9727281,0.0034698532,0.0007364001,0.00065174897,0.00027273232,0.0008681665,0.0001069708,0.00006830136,0.021097759],"genre_scores_gemma":[0.9926067,0.0027908576,0.00041223998,0.0013729533,0.0002985931,0.000057525274,0.000017785094,0.000109578476,0.0023337514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9920357,0.0025930486,0.0014099586,0.0010489862,0.0013736836,0.0015386279],"domain_scores_gemma":[0.99570566,0.00069805223,0.0013174966,0.0010808215,0.00008156376,0.0011164193],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008026035,0.0007536221,0.0012096246,0.00056923076,0.00077670865,0.0029980834,0.0048943944,0.00033234226,0.010520736],"category_scores_gemma":[0.0007478951,0.0007140791,0.0004018818,0.0010261547,0.0007442167,0.0019505778,0.0022755305,0.0008969738,0.0003026569],"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":[0.00024989832,0.00047628366,0.90632886,0.00033860642,0.000243249,0.00025519126,0.0016220975,0.0013966453,0.019857852,0.0004605666,0.04864179,0.02012895],"study_design_scores_gemma":[0.0007124356,0.000033064218,0.75300384,0.0004914681,0.00025029274,0.000040715593,0.0001991056,0.001222519,0.008311761,0.0023645838,0.23253831,0.00083193555],"about_ca_topic_score_codex":0.089762494,"about_ca_topic_score_gemma":0.0062537747,"teacher_disagreement_score":0.18389651,"about_ca_system_score_codex":0.00091032847,"about_ca_system_score_gemma":0.0002382658,"threshold_uncertainty_score":0.99953103},"labels":[],"label_agreement":null},{"id":"W1849086477","doi":"","title":"PLANTA PILOTO DE PROCESOS SECUENCIALES EN LA REMEDIACION DE EFLUENTES INDUSTRIALES","year":2000,"lang":"es","type":"article","venue":"Revista del Instituto de Investigación de la Facultad de Ingeniería Geológica, Minera, Metalurgica y Geográfica","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Effluent; Aeration; Environmental science; Context (archaeology); Waste management; Sewage treatment; Environmental engineering; Environmental remediation; Engineering; Contamination; Geography","score_opus":0.01607125476052146,"score_gpt":0.2677264853564303,"score_spread":0.25165523059590883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1849086477","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":[0.97062236,0.0023556848,0.0009965273,0.002077202,0.00006749721,0.0015009464,0.00023981422,0.0005109536,0.021629019],"genre_scores_gemma":[0.97795165,0.0022149186,0.012481088,0.0018656444,0.00074662006,0.00034595927,0.00016753271,0.00013146528,0.004095112],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98812836,0.004161573,0.0018053341,0.001775044,0.0013556551,0.00277401],"domain_scores_gemma":[0.99521613,0.0010819338,0.00062515493,0.0011488867,0.000082258724,0.0018456284],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.008346155,0.0013775064,0.0013646506,0.00045999791,0.0009986938,0.0018145932,0.002143124,0.0012715748,0.0025113474],"category_scores_gemma":[0.0022200856,0.0013233286,0.00066945323,0.0015941632,0.003049287,0.0008967905,0.00067177444,0.0017645299,0.0008915179],"study_design_candidate":"not_applicable","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":[0.0020831383,0.0030104306,0.6953153,0.0020434659,0.0016122736,0.004541887,0.02124264,0.053675983,0.10573944,0.030914858,0.014572117,0.0652485],"study_design_scores_gemma":[0.002883636,0.0002998289,0.089407936,0.00079737575,0.0010555175,0.0009541309,0.0005779333,0.011774665,0.006660342,0.0015153139,0.88217604,0.0018972612],"about_ca_topic_score_codex":0.003903501,"about_ca_topic_score_gemma":0.00011442466,"teacher_disagreement_score":0.86760396,"about_ca_system_score_codex":0.0016610216,"about_ca_system_score_gemma":0.0008275988,"threshold_uncertainty_score":0.99989754},"labels":[],"label_agreement":null},{"id":"W1853740341","doi":"","title":"Evaluación de la calidad del agua en las principales lagunas del estado de Chihuahua","year":2007,"lang":"es","type":"article","venue":"Revista Latinoamericana de Recursos Naturales","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":5,"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":"","keywords":"Sediment; Water quality; Environmental science; Total suspended solids; Sewage; Biochemical oxygen demand; Environmental chemistry; Chemical oxygen demand; Hydrology (agriculture); Environmental engineering; Wastewater; Chemistry; Ecology; Geology; Biology","score_opus":0.012327274039418612,"score_gpt":0.3078888099888157,"score_spread":0.29556153594939705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1853740341","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":[0.97580653,0.00437727,0.0021321406,0.00070078764,0.00006111959,0.0008190669,0.000073393785,0.00020419579,0.01582548],"genre_scores_gemma":[0.98397744,0.0015417642,0.011551231,0.00079339335,0.0003416334,0.000028699013,0.0000527815,0.00010656482,0.0016065239],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9924697,0.0025139463,0.0010543287,0.0010367169,0.0010315648,0.0018937172],"domain_scores_gemma":[0.995972,0.0016145047,0.000729824,0.00090000854,0.000042319745,0.00074138335],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00727443,0.0007751422,0.0008984134,0.000249206,0.0004518534,0.00054607535,0.0011509525,0.00048135643,0.00045091085],"category_scores_gemma":[0.0012230981,0.0007265797,0.0004743709,0.0009809585,0.0012134758,0.00029688302,0.0006159169,0.0011354095,0.00028835842],"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":[0.00017097444,0.00028518587,0.88235694,0.00058787316,0.00022017896,0.00032699291,0.002842672,0.00085823867,0.0065372344,0.0073873866,0.001785703,0.09664062],"study_design_scores_gemma":[0.0005791639,0.00015363016,0.83988875,0.0004948005,0.0003842923,0.00010189136,0.001298123,0.0037329306,0.001983431,0.00041602788,0.1498772,0.001089724],"about_ca_topic_score_codex":0.0043716044,"about_ca_topic_score_gemma":0.0002327929,"teacher_disagreement_score":0.14809151,"about_ca_system_score_codex":0.0020228056,"about_ca_system_score_gemma":0.00017113372,"threshold_uncertainty_score":0.9995185},"labels":[],"label_agreement":null},{"id":"W1869663817","doi":"","title":"USAN NANOPARTÍCULAS PARA DOSIFICAR MEDICAMENTOS. DESARROLLO DE ISABEL RODRÍGUEZ, CANDIDATA A DOCTORA EN CIENCIAS QUÍMICAS DE LA FES CUAUTITLÁN","year":2008,"lang":"es","type":"article","venue":"Gaceta UNAM (2000-2009)","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Humanities; Physics; Philosophy","score_opus":0.024365689946031662,"score_gpt":0.27722590492113175,"score_spread":0.2528602149751001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1869663817","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":[0.9766284,0.0017901253,0.00029713626,0.0018105087,0.00025559793,0.0008361946,0.00024615796,0.00022948843,0.01790636],"genre_scores_gemma":[0.9824086,0.0014293216,0.0013904981,0.001263982,0.00036045953,0.000078464676,0.00009216917,0.000095937576,0.01288058],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99188155,0.0015540348,0.0010254546,0.0015549847,0.0017116842,0.0022722804],"domain_scores_gemma":[0.9965139,0.00032098024,0.00043794228,0.0016446713,0.000026502226,0.001055993],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0033588524,0.0009019552,0.0008613573,0.00024389302,0.0010055394,0.0004828177,0.0020533588,0.00054979033,0.005278428],"category_scores_gemma":[0.00033141507,0.0008428967,0.00034924792,0.0010062315,0.002119328,0.00057990965,0.001120237,0.0008090792,0.0023092208],"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":[0.00029382613,0.0020037403,0.81713957,0.000259753,0.00046941327,0.00134064,0.02283436,0.0010045585,0.051298957,0.00062972296,0.09073654,0.011988914],"study_design_scores_gemma":[0.0017475779,0.00019972051,0.54120713,0.00014774344,0.00028765434,0.00018385505,0.00073997374,0.0012936271,0.006145491,0.00018545949,0.44676453,0.0010972234],"about_ca_topic_score_codex":0.0082313735,"about_ca_topic_score_gemma":0.0002940755,"teacher_disagreement_score":0.356028,"about_ca_system_score_codex":0.0018816177,"about_ca_system_score_gemma":0.00048410782,"threshold_uncertainty_score":0.99940217},"labels":[],"label_agreement":null},{"id":"W1888826054","doi":"10.17561/at.v1i4.2166","title":"Megaproyectos hídricos y conflicto socio-ambiental en Latinoamérica: perspectivas teóricas desde Gramsci y Foucault","year":2014,"lang":"es","type":"article","venue":"Agua y Territorio / Water and Landscape","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.008269753679490188,"score_gpt":0.22754577043662083,"score_spread":0.21927601675713065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1888826054","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":[0.97715604,0.00018082316,0.00012289095,0.0023352068,0.00072592177,0.0006598599,0.000033019616,0.00017829766,0.018607935],"genre_scores_gemma":[0.9931219,0.000110977526,0.00015354021,0.00040770054,0.0013970356,0.000055707416,0.00011662549,0.00007127306,0.00456524],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957159,0.0005104826,0.00059497,0.0012018515,0.00080862164,0.0011681315],"domain_scores_gemma":[0.99859405,0.0001334344,0.00014760741,0.0006621426,0.000024711435,0.00043806448],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008883646,0.0006961331,0.00065169256,0.0001402705,0.0006885784,0.0007337921,0.0006131262,0.0003319854,0.001284956],"category_scores_gemma":[0.000037553473,0.0004843634,0.0002559747,0.00019409436,0.00037163793,0.00041245093,0.00094193686,0.0004980906,0.00080529467],"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":[0.00015917855,0.00062819995,0.9178147,0.0002462317,0.00027997734,0.000056206332,0.047851857,0.000044996155,0.010759531,0.0006149759,0.010393496,0.01115069],"study_design_scores_gemma":[0.0034113878,0.000949093,0.36069527,0.00012901955,0.00037339068,0.000051517323,0.0068271016,0.0025080852,0.011271598,0.0008151608,0.6111777,0.0017906801],"about_ca_topic_score_codex":0.0023074616,"about_ca_topic_score_gemma":0.00012722376,"teacher_disagreement_score":0.6007842,"about_ca_system_score_codex":0.0001985871,"about_ca_system_score_gemma":0.000008146815,"threshold_uncertainty_score":0.9999727},"labels":[],"label_agreement":null},{"id":"W1893917115","doi":"","title":"Modos de mercantilización del agua: Un análisis de contraste sobre la regulación desde el Estado y la visión pro empresarial en boga","year":2009,"lang":"es","type":"article","venue":"","topic":"Water Resource Management and Quality","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":"Université Laval; Université de Montréal","funders":"","keywords":"Humanities; Political science; Context (archaeology); Geography; Art","score_opus":0.009164691997798964,"score_gpt":0.26477752939260457,"score_spread":0.2556128373948056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1893917115","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":[0.89953756,0.00010980931,0.0113260485,0.0026457193,0.00008831765,0.00094342977,0.000047892954,0.00024877975,0.08505246],"genre_scores_gemma":[0.9906384,0.00029499145,0.0037201538,0.0012965262,0.00023582042,0.000030097048,0.000020742915,0.00005767166,0.0037056047],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9947303,0.0014303891,0.0006821281,0.0009989116,0.0008186754,0.0013395989],"domain_scores_gemma":[0.998141,0.00029974518,0.00022473522,0.00081423786,0.000020191113,0.00050011947],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020850874,0.000640324,0.0005858836,0.00014267888,0.0003947334,0.00056351314,0.0010073206,0.00049051223,0.0011490593],"category_scores_gemma":[0.0001489235,0.0005817675,0.00030388567,0.00041804876,0.00046496603,0.00051655574,0.0005288578,0.00047583098,0.00029538563],"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":[0.002379074,0.0041212323,0.33976498,0.0005570618,0.00091296487,0.0011478588,0.017464433,0.014453932,0.12454964,0.06296952,0.021495193,0.4101841],"study_design_scores_gemma":[0.0040236213,0.0004755186,0.85165524,0.00019400695,0.0005532018,0.00007287957,0.0014016605,0.030189926,0.03912339,0.01132741,0.059405148,0.0015779707],"about_ca_topic_score_codex":0.0020558357,"about_ca_topic_score_gemma":0.000098754004,"teacher_disagreement_score":0.5118903,"about_ca_system_score_codex":0.0003929269,"about_ca_system_score_gemma":0.0000652799,"threshold_uncertainty_score":0.999764},"labels":[],"label_agreement":null},{"id":"W19950170","doi":"10.1002/eji.200939445","title":"Plantas compactas con tecnología MBR para depuración y reutilización de aguas residuales","year":2009,"lang":"en","type":"article","venue":"Retema: Revista técnica de medio ambiente","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Environmental science","score_opus":0.022860810475433622,"score_gpt":0.27822833336530417,"score_spread":0.2553675228898705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W19950170","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":[0.9768368,0.0009343267,0.0003706806,0.0038133976,0.00009694534,0.00073871494,0.000032986987,0.0003155478,0.016860576],"genre_scores_gemma":[0.9943586,0.00032453597,0.00074046315,0.001658449,0.00012852871,0.00002258516,0.000072155584,0.00003381802,0.0026608568],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959261,0.00059289933,0.00074572786,0.00081168115,0.0007848087,0.001138811],"domain_scores_gemma":[0.99797904,0.0001201817,0.00033027143,0.0010953724,0.000015778693,0.00045937384],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018331459,0.00044144198,0.00061683,0.00010194765,0.00030976476,0.00019854063,0.0009459667,0.00021988012,0.0005687727],"category_scores_gemma":[0.00031229196,0.00034786435,0.0002338546,0.00042828757,0.00045325587,0.00023555646,0.0003407107,0.00051927846,0.0007388236],"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":[0.0011471976,0.0010606153,0.71469665,0.00064320926,0.0003035756,0.0014971734,0.0035266543,0.0004636557,0.0549088,0.0059954114,0.19343884,0.02231821],"study_design_scores_gemma":[0.001366201,0.0004923253,0.42003065,0.0004821693,0.0002212469,0.00014852046,0.0002978779,0.0008428985,0.007920819,0.0010442295,0.56618875,0.00096427306],"about_ca_topic_score_codex":0.00021316807,"about_ca_topic_score_gemma":0.000065870074,"teacher_disagreement_score":0.37274992,"about_ca_system_score_codex":0.0004718438,"about_ca_system_score_gemma":0.000029491823,"threshold_uncertainty_score":0.99989736},"labels":[],"label_agreement":null},{"id":"W2015496927","doi":"10.4000/vertigo.9786","title":"Sostenibilidad para los acueductos comunales en Costa Rica : desafíos pendientes en la gobernabilidad hídrica","year":2010,"lang":"fr","type":"article","venue":"VertigO","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.012145149609384513,"score_gpt":0.2567823569815479,"score_spread":0.24463720737216338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015496927","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":[0.96868277,0.00045063123,0.00025818156,0.0054880953,0.0008594875,0.0008673001,0.00009387211,0.00013136321,0.023168303],"genre_scores_gemma":[0.9742893,0.00017730625,0.0026592195,0.00038521245,0.00031210072,0.00005904012,0.0000357329,0.00006442884,0.022017665],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99562514,0.00091033516,0.0006325173,0.0009830267,0.00080301444,0.0010459885],"domain_scores_gemma":[0.9975046,0.00067786075,0.00020291415,0.0011319728,0.000024037392,0.00045861927],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001108144,0.00055135565,0.00047302866,0.000106672065,0.00036150994,0.00030398025,0.001253482,0.00035798937,0.012366326],"category_scores_gemma":[0.0003584466,0.0005068333,0.0002978817,0.00040024234,0.0011093442,0.00048717312,0.0012340388,0.0009575736,0.0062818527],"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":[0.00012667217,0.0014037818,0.8832582,0.00024064248,0.00016234828,0.00015001291,0.00667384,0.00014022754,0.047058403,0.007998953,0.020369068,0.032417845],"study_design_scores_gemma":[0.0006766122,0.00014258904,0.33538857,0.0000646784,0.0001481313,0.000036319052,0.00065078115,0.0005856319,0.008420765,0.0014020457,0.6518673,0.00061660394],"about_ca_topic_score_codex":0.0010567667,"about_ca_topic_score_gemma":0.0008035453,"teacher_disagreement_score":0.6314982,"about_ca_system_score_codex":0.0002727569,"about_ca_system_score_gemma":0.000032796168,"threshold_uncertainty_score":0.99973834},"labels":[],"label_agreement":null},{"id":"W2126775472","doi":"10.4000/vertigo.9800","title":"La Capacidad Social en Torno al Agua","year":2010,"lang":"fr","type":"article","venue":"VertigO","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.010965970123334346,"score_gpt":0.24429612349763302,"score_spread":0.2333301533742987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126775472","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":[0.8884642,0.000060872786,0.00013683666,0.0088662775,0.0010998561,0.00012872579,0.0000174859,0.000048117177,0.1011776],"genre_scores_gemma":[0.9657341,0.000012305882,0.00051826145,0.0010896282,0.00047911837,0.0000075619714,0.0000065506174,0.000019216424,0.03213322],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846137,0.00023013851,0.0001929194,0.00032644242,0.0003437305,0.00044537857],"domain_scores_gemma":[0.99951744,0.000050196573,0.00005231312,0.00024660712,0.000003836069,0.00012961111],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005018788,0.00017853246,0.0001473346,0.00002515023,0.00021449717,0.00009613077,0.0003590745,0.00021081326,0.013677252],"category_scores_gemma":[0.0000336625,0.0001774212,0.00011721404,0.0001270633,0.00056295894,0.00019544657,0.00033063366,0.0004606734,0.006775237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006158073,0.00058358355,0.32192343,0.000092699775,0.000097454664,0.00013049987,0.018382976,0.000029759998,0.09927257,0.03266349,0.37122443,0.1555375],"study_design_scores_gemma":[0.0002455375,0.000024498846,0.19288182,0.0000058815494,0.000025674677,0.000004189711,0.00020832618,0.0001277968,0.0022462045,0.0006476081,0.80337876,0.00020370263],"about_ca_topic_score_codex":0.001187207,"about_ca_topic_score_gemma":0.00063074817,"teacher_disagreement_score":0.43215433,"about_ca_system_score_codex":0.000090524285,"about_ca_system_score_gemma":0.000007662957,"threshold_uncertainty_score":0.9939981},"labels":[],"label_agreement":null},{"id":"W2150850458","doi":"","title":"Recursos hídricos compartidos en cuestión: reflexiones para el caso colombo-venezolano a partir de la experiencia de América del Norte","year":2010,"lang":"es","type":"article","venue":"reponame:Repositorio Institucional EdocUR","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.015350072546576887,"score_gpt":0.3094477522932712,"score_spread":0.2940976797466943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150850458","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":[0.9818774,0.00016062924,0.00079078454,0.0012349527,0.0020132798,0.00081843964,0.000047709207,0.0002419166,0.012814914],"genre_scores_gemma":[0.99169385,0.00010108172,0.0041150455,0.00035424047,0.0020081499,0.0002579542,0.00005480019,0.00008686253,0.0013280207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99325436,0.0010715694,0.0012805151,0.0014354546,0.0014933877,0.001464728],"domain_scores_gemma":[0.9963322,0.00070382265,0.0007035328,0.0012310796,0.00009043538,0.0009389268],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0020246485,0.00084577134,0.000832733,0.00016815368,0.001304702,0.0008762052,0.0011767193,0.00068053097,0.0003560081],"category_scores_gemma":[0.00072181714,0.0008326202,0.0004084753,0.0006250817,0.0013659162,0.00064685434,0.0008687926,0.0014166405,0.0006628165],"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":[0.00083153095,0.002468696,0.7095409,0.0002679832,0.00034309342,0.0027428444,0.018189555,0.0035857249,0.23486601,0.018600965,0.004677633,0.0038850508],"study_design_scores_gemma":[0.0011740687,0.00033992622,0.4989943,0.0002281751,0.00029993526,0.0012169031,0.0006396497,0.005066335,0.019994995,0.00095623225,0.46964476,0.0014447344],"about_ca_topic_score_codex":0.002832504,"about_ca_topic_score_gemma":0.0003854385,"teacher_disagreement_score":0.4649671,"about_ca_system_score_codex":0.0011615192,"about_ca_system_score_gemma":0.00039853595,"threshold_uncertainty_score":0.99999547},"labels":[],"label_agreement":null},{"id":"W2194696359","doi":"10.1016/j.agee.2015.11.003","title":"Fertilising techniques and nutrient balances in the agriculture industrialization transition: The case of sugarcane in the Cauca river valley (Colombia), 1943–2010","year":2015,"lang":"en","type":"article","venue":"Agriculture Ecosystems & Environment","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Irish Research Council for the Humanities and Social Sciences","keywords":"Environmental science; Nutrient; Agroecosystem; Irrigation; Agriculture; Agronomy; Population; Leaching (pedology); Phosphorus; Ecosystem; Ecology; Biology; Soil water; Chemistry","score_opus":0.02040666006914142,"score_gpt":0.2091217439838398,"score_spread":0.18871508391469838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2194696359","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":[0.99354565,0.00032580586,0.00004759098,0.0035865863,0.00009626573,0.0015859377,0.000013431817,0.000013815529,0.00078492775],"genre_scores_gemma":[0.99922466,0.00009866405,0.000030720632,0.00019211556,0.00011606414,0.00016928844,0.00003561232,0.0000057540024,0.00012709787],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977159,0.0008347546,0.00042135204,0.00032603712,0.00045912628,0.00024281914],"domain_scores_gemma":[0.99936616,0.000082991624,0.00018629579,0.00031113875,0.0000052529176,0.000048158792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018318356,0.0002098308,0.00021451569,0.000026165388,0.0001669129,0.00007340753,0.0003655963,0.00014088058,0.000034770554],"category_scores_gemma":[0.00001265109,0.00008578232,0.000053294836,0.0003162347,0.00016590093,0.00016002178,0.000113684975,0.0002763832,0.0000107334445],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045631197,0.0042381287,0.17499985,0.00039602694,0.00023105922,0.0027118737,0.5116781,0.014726541,0.021612085,0.0020028744,0.25838345,0.008563712],"study_design_scores_gemma":[0.0037295085,0.00076772505,0.25140715,0.00032072442,0.0002872851,0.0016380034,0.11489657,0.00096663024,0.0072401203,0.001189159,0.6163963,0.0011608418],"about_ca_topic_score_codex":0.007048528,"about_ca_topic_score_gemma":0.0062951376,"teacher_disagreement_score":0.3967815,"about_ca_system_score_codex":0.00018216134,"about_ca_system_score_gemma":0.0000033726506,"threshold_uncertainty_score":0.99956363},"labels":[],"label_agreement":null},{"id":"W2255926461","doi":"","title":"Canadian Water Quality Indexfor the Naranjo river watershed, Las Tunas province, Cuba","year":2014,"lang":"es","type":"article","venue":"Revista Ciencias Técnicas Agropecuarias","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Watershed; Geography; Water quality; Water resource management; Environmental science; Hydrology (agriculture); Fishery; Geology; Ecology; Biology; Computer science","score_opus":0.01820969058764745,"score_gpt":0.24370524326554754,"score_spread":0.22549555267790009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2255926461","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":[0.91524637,0.00021446928,0.0002456299,0.009594112,0.0003756401,0.0021055865,0.000082123435,0.0001371879,0.071998894],"genre_scores_gemma":[0.9818233,0.00011472928,0.0001588798,0.0034669598,0.00050088135,0.000052308784,0.000087397915,0.00008701702,0.013708521],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9905202,0.0021315322,0.0014727456,0.0017358464,0.0017540004,0.0023856906],"domain_scores_gemma":[0.9957664,0.00021255395,0.0004268186,0.0025170413,0.00008627913,0.0009908775],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008037734,0.0009296878,0.0009485959,0.00021015124,0.0017647025,0.0016607366,0.002961985,0.00040672423,0.004116692],"category_scores_gemma":[0.00031132746,0.0005319274,0.0005289252,0.0006577263,0.0016862288,0.00066504383,0.0015459452,0.0009009135,0.009779773],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081478467,0.0020470102,0.49640816,0.0025484357,0.0011661705,0.0006075268,0.049284343,0.0019468399,0.012650128,0.19352473,0.108738974,0.1302629],"study_design_scores_gemma":[0.0006845571,0.00018406572,0.17607333,0.000090236914,0.00017149428,0.000012616544,0.00036217854,0.00047319202,0.0011086568,0.0005245727,0.8193237,0.0009913597],"about_ca_topic_score_codex":0.18987614,"about_ca_topic_score_gemma":0.038081683,"teacher_disagreement_score":0.71058476,"about_ca_system_score_codex":0.0013029488,"about_ca_system_score_gemma":0.0001575359,"threshold_uncertainty_score":0.99971324},"labels":[],"label_agreement":null},{"id":"W2289970055","doi":"10.17163/lgr.n4.2005.05","title":"Utilización de bioensayos para la determinación de contaminación en agua de riego en la cuenca del río Granobles","year":2006,"lang":"es","type":"article","venue":"La Granja","topic":"Water Resource Management and Quality","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":"Impact","funders":"","keywords":"Stratiotes; Pistia; Biology; Humanities; Botany; Horticulture; Aquatic plant; Ecology; Macrophyte; Art","score_opus":0.009915974458274931,"score_gpt":0.2530957197024138,"score_spread":0.24317974524413885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2289970055","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":[0.9657485,0.00034851013,0.002871492,0.0005999481,0.000071150665,0.0005211085,0.00009378409,0.00020250551,0.029542983],"genre_scores_gemma":[0.99309164,0.00032102517,0.001976748,0.00039462707,0.00019963167,0.00006011877,0.000040408737,0.000087063876,0.003828708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9940785,0.0024130142,0.0006467404,0.0008493011,0.00059184345,0.001420574],"domain_scores_gemma":[0.9978281,0.00086876017,0.00023163007,0.00071351504,0.0000139446465,0.00034402966],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002775244,0.0006572319,0.00056538254,0.0001596269,0.00039057535,0.00041310032,0.0009860487,0.00057930127,0.0004532363],"category_scores_gemma":[0.000106298314,0.0006408289,0.00035148085,0.00037619783,0.0010294593,0.00029858865,0.000498163,0.0005519914,0.00048001413],"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":[0.00014827853,0.00060195266,0.9450178,0.0003339686,0.00009141746,0.00095587387,0.0052162833,0.00039838708,0.01986809,0.00802361,0.0021766382,0.017167686],"study_design_scores_gemma":[0.0014201787,0.00012768948,0.8066537,0.00018235068,0.0002823742,0.00017855797,0.00073727814,0.0020176193,0.012793311,0.0059676943,0.16876614,0.0008731192],"about_ca_topic_score_codex":0.008327879,"about_ca_topic_score_gemma":0.000826853,"teacher_disagreement_score":0.1665895,"about_ca_system_score_codex":0.0004685657,"about_ca_system_score_gemma":0.000056637582,"threshold_uncertainty_score":0.9996043},"labels":[],"label_agreement":null},{"id":"W2291519838","doi":"10.19044/esj.2016.v12n5p386","title":"Determinación De Áreas De Inundación En El Municipio De Chia- Colombia Mediante Hec-Ras En La Cuenca Baja Del Río Frio","year":2016,"lang":"en","type":"article","venue":"European Scientific Journal ESJ","topic":"Water Resource Management and Quality","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":"Impact","funders":"","keywords":"Floodplain; Flooding (psychology); Structural basin; Geography; Drainage basin; Hydrology (agriculture); Environmental science; Geomorphology; Geology; Cartography","score_opus":0.010650511079398305,"score_gpt":0.25266648639269235,"score_spread":0.24201597531329405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2291519838","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":[0.9491191,0.00003553233,0.0024661862,0.0012599268,0.00045577082,0.00016066205,0.000015256949,0.00007899524,0.046408553],"genre_scores_gemma":[0.9736008,0.00005591605,0.0017199022,0.00044084623,0.00028535523,0.00000383396,0.0000032566647,0.000057434514,0.023832675],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99440706,0.0025452485,0.0005694921,0.00058800465,0.0007870344,0.001103142],"domain_scores_gemma":[0.99805856,0.0002880323,0.00028006875,0.00064395566,0.000024007652,0.0007053656],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.011434911,0.00030031495,0.00024542314,0.00018587567,0.0007906944,0.0006610912,0.0016733919,0.00007206322,0.0016839929],"category_scores_gemma":[0.0005680098,0.00021982683,0.00020018115,0.00037999015,0.00077220716,0.00052597205,0.0009632057,0.0005002411,0.0024444882],"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":[0.00020035444,0.00061636535,0.50899756,0.000052546435,0.00014897498,0.0037816968,0.08580241,0.000453698,0.1930037,0.00037904154,0.096272424,0.11029126],"study_design_scores_gemma":[0.0015869968,0.00015715274,0.3831024,0.00023830798,0.00009982164,0.0012197422,0.0025105928,0.00084800355,0.00408412,0.0020757732,0.603313,0.0007640783],"about_ca_topic_score_codex":0.00017456847,"about_ca_topic_score_gemma":0.00021108102,"teacher_disagreement_score":0.50704056,"about_ca_system_score_codex":0.00078805856,"about_ca_system_score_gemma":0.000093002374,"threshold_uncertainty_score":0.9992286},"labels":[],"label_agreement":null},{"id":"W2551714012","doi":"10.21500/20115733.1876","title":"Gobernanza del agua en São Paulo, Brasil y Bogotá, Colombia (2010-2012)","year":2014,"lang":"es","type":"article","venue":"Criterios","topic":"Water Resource Management and Quality","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":"Centre for International Governance Innovation","funders":"","keywords":"Political science; Geography","score_opus":0.015171334242449602,"score_gpt":0.24708906673327038,"score_spread":0.2319177324908208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551714012","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":[0.97851616,0.0002263085,0.0005555605,0.0015108101,0.000807055,0.0005309483,0.000043441705,0.00014279335,0.01766692],"genre_scores_gemma":[0.9712432,0.000085184525,0.00032187195,0.0019070904,0.0004358674,0.000034948276,0.00003145635,0.00006302065,0.025877334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996478,0.00055096374,0.0005682401,0.0008619757,0.0006333525,0.00090747525],"domain_scores_gemma":[0.99830186,0.00012127539,0.00021453964,0.0010009136,0.00001614482,0.00034528977],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00114868,0.000477828,0.0004639563,0.00008232958,0.00035802336,0.0004466606,0.000982221,0.0002473487,0.008655608],"category_scores_gemma":[0.00013066396,0.0004572727,0.00020549855,0.00023548945,0.0003320883,0.0005143524,0.001071013,0.00033257715,0.0097692385],"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":[0.0001428678,0.0008356781,0.624438,0.0006028583,0.00015500223,0.00008851374,0.009017255,0.00008445961,0.022870844,0.0010540414,0.23431934,0.10639113],"study_design_scores_gemma":[0.00064942817,0.0001924434,0.56464213,0.000083118575,0.000086409214,0.000006492861,0.0003498098,0.0012172126,0.0009505472,0.00037768745,0.43087864,0.00056610315],"about_ca_topic_score_codex":0.0008119856,"about_ca_topic_score_gemma":0.00031970852,"teacher_disagreement_score":0.19655931,"about_ca_system_score_codex":0.00018309565,"about_ca_system_score_gemma":0.000009320587,"threshold_uncertainty_score":0.9997879},"labels":[],"label_agreement":null},{"id":"W25844376","doi":"10.9778/cmajo.2014-0090","title":"Metodología de la Educación Ambiental","year":2014,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Geography","score_opus":0.024897021665069963,"score_gpt":0.30134087009969107,"score_spread":0.2764438484346211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W25844376","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":[0.6268302,0.000001618764,0.0002764988,0.00043902008,0.000041912383,0.00012569952,5.667741e-7,0.000017575421,0.37226686],"genre_scores_gemma":[0.9846584,8.2090276e-7,0.0013422974,0.00093644875,0.000039980678,0.000016575144,0.00000412807,0.000007596363,0.012993711],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917066,0.00025869612,0.00008443045,0.0001909875,0.00010766321,0.00018755537],"domain_scores_gemma":[0.99962616,0.000046336067,0.000028917482,0.00022585157,8.291452e-7,0.00007190383],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011288965,0.00006912731,0.00008615581,0.000010568609,0.000092859336,0.00012557459,0.00057977496,0.00003135061,0.0041226465],"category_scores_gemma":[0.000039459857,0.000058066296,0.000027905564,0.00006875346,0.00013734905,0.00013141682,0.0010021995,0.00006171895,0.002060232],"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":[0.000033726894,0.0002046459,0.8107065,0.0000097973225,0.000021081962,0.0000071018676,0.0018664274,0.00020247475,0.0052149813,0.0053742076,0.12760417,0.048754875],"study_design_scores_gemma":[0.00023713367,0.00002751075,0.35283992,0.000002958071,0.000007815262,0.0000025805841,0.000107433516,0.00013421018,0.0018118019,0.0031277125,0.6415882,0.00011269646],"about_ca_topic_score_codex":0.0026904086,"about_ca_topic_score_gemma":0.00010514588,"teacher_disagreement_score":0.5139841,"about_ca_system_score_codex":0.000053456122,"about_ca_system_score_gemma":0.0000021680758,"threshold_uncertainty_score":0.9987168},"labels":[],"label_agreement":null},{"id":"W2604544955","doi":"10.22458/urj.v9i1.1674","title":"Comparación de tres métodos de infiltración utilizados para el cálculo del balance hídrico del suelo, en la Cuenca del río Suquiapa, El Salvador","year":2017,"lang":"es","type":"article","venue":"UNED Research Journal","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":8,"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":"","keywords":"Humanities; Physics; Art","score_opus":0.08414659952221169,"score_gpt":0.4137858024877628,"score_spread":0.3296392029655511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604544955","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":[0.97498,0.0009828837,0.00274591,0.0059879087,0.00022418509,0.000823214,0.00008417755,0.00007607191,0.014095626],"genre_scores_gemma":[0.98965436,0.0023676215,0.001938296,0.00033429154,0.0008192908,0.000053317905,0.00001603289,0.00010210869,0.004714688],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98691994,0.0042796684,0.0011829338,0.001065725,0.0031717094,0.0033800534],"domain_scores_gemma":[0.9946016,0.001077873,0.00074042706,0.001743591,0.00018764047,0.00164889],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.014789513,0.0007382378,0.00084407814,0.00055700686,0.0045098388,0.0033090727,0.004666977,0.0005190915,0.0021946873],"category_scores_gemma":[0.0018374106,0.0006510543,0.0004942056,0.00052160333,0.0025969269,0.001356426,0.0021255508,0.0036312463,0.0015498737],"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":[0.0006707968,0.000876343,0.9386841,0.00022084182,0.00026644865,0.001195892,0.0026333637,0.0014457683,0.014082438,0.0016601761,0.017715514,0.020548332],"study_design_scores_gemma":[0.0023718665,0.00036252092,0.9215868,0.0004713856,0.00009865,0.00041315847,0.0012848479,0.02456263,0.004108207,0.0049743704,0.038972314,0.0007932525],"about_ca_topic_score_codex":0.0051812646,"about_ca_topic_score_gemma":0.00033214528,"teacher_disagreement_score":0.023116862,"about_ca_system_score_codex":0.0012571702,"about_ca_system_score_gemma":0.00038383258,"threshold_uncertainty_score":0.9995941},"labels":[],"label_agreement":null},{"id":"W2725223547","doi":"10.11575/prism/30207","title":"Disponibilidad de agua subterranean en el municipio de Clizai","year":2014,"lang":"es","type":"article","venue":"Open MIND","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Geography","score_opus":0.03640464963174791,"score_gpt":0.32640424027404774,"score_spread":0.28999959064229985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725223547","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":[0.8752672,0.000019138914,0.0002488735,0.0006961863,0.0000620306,0.00041607002,0.000014731573,0.0000035423993,0.12327223],"genre_scores_gemma":[0.98227763,0.000020630474,0.0019215635,0.00032029487,0.00012253971,0.000011374735,0.000018717128,0.000025979461,0.015281273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974184,0.00073523953,0.00032229503,0.00057094824,0.0002848368,0.0006683049],"domain_scores_gemma":[0.998733,0.000116138704,0.00012321502,0.0007806394,0.0000035644675,0.00024343643],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0028673962,0.00024604244,0.00026832905,0.00003724791,0.00023265826,0.00057726284,0.0015953135,0.00012914374,0.011201831],"category_scores_gemma":[0.00008087021,0.00022708443,0.00009787939,0.00014159412,0.00022025591,0.0002841162,0.0016411925,0.00020495933,0.0048298826],"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":[0.00012831675,0.0003978602,0.69016886,0.000046538305,0.000055693927,0.000034947963,0.01823565,0.00068310386,0.007679804,0.00020190689,0.001153069,0.28121424],"study_design_scores_gemma":[0.00072174106,0.00014607202,0.52915204,0.0000766624,0.00008504076,0.0000054909437,0.00091325346,0.005599935,0.006094467,0.00030268,0.4564649,0.00043774987],"about_ca_topic_score_codex":0.002909214,"about_ca_topic_score_gemma":0.0005833814,"teacher_disagreement_score":0.4553118,"about_ca_system_score_codex":0.00023644937,"about_ca_system_score_gemma":0.000016375823,"threshold_uncertainty_score":0.995945},"labels":[],"label_agreement":null},{"id":"W2741990105","doi":"10.11575/prism/30212","title":"Manejo del riego por aspersión en Valles","year":2016,"lang":"es","type":"article","venue":"Open MIND","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Geography; Forestry","score_opus":0.03658343780246454,"score_gpt":0.28590493730841954,"score_spread":0.249321499505955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741990105","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":[0.7951537,0.000044346387,0.00009305032,0.0042849653,0.00009058197,0.00043611255,0.00004084492,0.0000025258141,0.19985388],"genre_scores_gemma":[0.89997256,0.00004795039,0.0012227689,0.00012589862,0.00009186349,0.000007747919,0.000006212665,0.000017765118,0.09850722],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982007,0.00018679896,0.0002692091,0.0005793252,0.00034535344,0.00041860185],"domain_scores_gemma":[0.99914736,0.00007654724,0.00011078279,0.0005044103,0.000004625074,0.0001562553],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007591066,0.00021741273,0.00021095976,0.00003448989,0.0001628425,0.00034226838,0.0011868541,0.000095096766,0.07677387],"category_scores_gemma":[0.000029048062,0.00014389599,0.00008387536,0.00010137289,0.00022780527,0.00042532475,0.0018274642,0.00007418535,0.03908844],"study_design_candidate":"not_applicable","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":[0.00010267607,0.00027497174,0.19222423,0.000017019753,0.00010555003,0.00008135017,0.002287866,0.000015060744,0.008020191,0.00043604028,0.010962888,0.78547215],"study_design_scores_gemma":[0.00071737025,0.00009587844,0.1522846,0.00008766451,0.00005681639,0.0000029443752,0.0004921998,0.000028738365,0.00929431,0.0001990302,0.83638716,0.00035329425],"about_ca_topic_score_codex":0.0004958808,"about_ca_topic_score_gemma":0.000101341466,"teacher_disagreement_score":0.82542425,"about_ca_system_score_codex":0.00012808625,"about_ca_system_score_gemma":0.000009226997,"threshold_uncertainty_score":0.9616597},"labels":[],"label_agreement":null},{"id":"W2745017475","doi":"10.11575/prism/30206","title":"Cuantificacion de la recarga por inundaciones en el sistema acuifero de la comunidad de Cliza","year":2015,"lang":"es","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"Universidade de São Paulo; University of Cambridge; Universidad de Sevilla","keywords":"Geography; Humanities; Philosophy","score_opus":0.013082736394811237,"score_gpt":0.25919586676944534,"score_spread":0.24611313037463411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745017475","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":[0.94362897,0.00012658973,0.009678053,0.00034748833,0.000086627406,0.00037095087,0.0000054510238,0.000073243136,0.04568265],"genre_scores_gemma":[0.9675254,0.0006650602,0.00980752,0.00006328197,0.00003221726,0.0000018332103,0.00037495515,0.000047684913,0.021482],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960723,0.0020440137,0.00028522025,0.00051876623,0.0005965254,0.0004831623],"domain_scores_gemma":[0.99842054,0.00034276367,0.00043163114,0.00047400084,0.00003318655,0.00029790308],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029022747,0.00035250938,0.00051570317,0.00020693267,0.00039802858,0.00008621903,0.00094874087,0.0007172377,0.00037669606],"category_scores_gemma":[0.0001177729,0.00042616331,0.00027124913,0.00024084127,0.00060488144,0.00027152026,0.00042965598,0.00055366365,0.00015429506],"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":[0.0023174644,0.0022721968,0.49357125,0.0031980393,0.0009757857,0.00083695544,0.18407568,0.00016054265,0.03501384,0.011133447,0.021428611,0.24501617],"study_design_scores_gemma":[0.0013747244,0.00014849399,0.8529108,0.00036680803,0.00062755897,0.00001433855,0.007460197,0.0073734573,0.0012408827,0.002747103,0.12497879,0.0007568439],"about_ca_topic_score_codex":0.0076055005,"about_ca_topic_score_gemma":0.00011975318,"teacher_disagreement_score":0.35933954,"about_ca_system_score_codex":0.00064180564,"about_ca_system_score_gemma":0.00011050595,"threshold_uncertainty_score":0.99981904},"labels":[],"label_agreement":null},{"id":"W2749284736","doi":"","title":"L'accès à l'eau et la participation à sa gestion : un double blocage pour l'amélioration de l'irrigation dans les Andes Equatoriennes. Le cas du versant de Santa Rosa Pilahuin","year":2005,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Forestry; Irrigation; Biology; Geography; Agronomy","score_opus":0.0209048894850862,"score_gpt":0.2547004831143162,"score_spread":0.23379559362923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749284736","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":[0.7122228,0.00017231495,0.24827923,0.013958214,0.00011782242,0.00064245996,0.000052617404,0.00019148737,0.02436302],"genre_scores_gemma":[0.9726488,0.0006572725,0.020305207,0.000121877965,0.00008299709,0.0001703071,0.0010082206,0.00006793426,0.0049374006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98693496,0.009575298,0.0009048542,0.0010869117,0.00072963495,0.0007683125],"domain_scores_gemma":[0.9961437,0.000928738,0.00083782326,0.0013913907,0.00034470417,0.00035361748],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.012290556,0.0005631042,0.00042163703,0.00016228933,0.0009945526,0.00080162165,0.0010194603,0.00053491024,0.0007096945],"category_scores_gemma":[0.0006104705,0.00063962786,0.00023257143,0.00052927126,0.00054325635,0.0006846756,0.0012018126,0.00076266244,0.00019724175],"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":[0.00023235894,0.0039208145,0.32848328,0.00036193256,0.00022322136,0.00003950186,0.15234159,0.04086836,0.091796406,0.17871541,0.0012854213,0.2017317],"study_design_scores_gemma":[0.002272145,0.0000043778914,0.51976436,0.0010130884,0.0002753478,0.000025538575,0.0016233427,0.2232575,0.22153729,0.00625795,0.02291279,0.0010562835],"about_ca_topic_score_codex":0.04087386,"about_ca_topic_score_gemma":0.039595935,"teacher_disagreement_score":0.26042596,"about_ca_system_score_codex":0.0014141067,"about_ca_system_score_gemma":0.00026727232,"threshold_uncertainty_score":0.9996055},"labels":[],"label_agreement":null},{"id":"W2757286885","doi":"10.2495/sdp-v13-n3-469-481","title":"Effects of climate change on water availability for the Usumacinta river environmetal flow (Mexico)","year":2018,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Environmental science; Climate change; Environmental flow; Hydrology (agriculture); Stream flow; Flow (mathematics); Streamflow; Water resource management; Climatology; Geography; Geology; Oceanography; Drainage basin; Geotechnical engineering; Mathematics","score_opus":0.018433032912908886,"score_gpt":0.2486434527851104,"score_spread":0.23021041987220153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2757286885","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":[0.99709994,0.00005188444,0.0012913757,0.0003540909,0.00022788395,0.00025422825,0.0000016159515,0.0000036513984,0.00071531476],"genre_scores_gemma":[0.9979633,0.000025572128,0.001091969,0.00023779164,0.00018029103,0.000012574529,0.0000039722513,0.0000064587853,0.00047808475],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989893,0.000035880923,0.0002841251,0.00012230664,0.00034502507,0.00022339694],"domain_scores_gemma":[0.9995439,0.00014787281,0.00015398137,0.000060310143,0.000053661148,0.00004027912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009113968,0.0001008925,0.000121743826,0.00007288024,0.00016446132,0.00003992962,0.00025812275,0.00002882395,0.00016266845],"category_scores_gemma":[0.000053823245,0.000058046586,0.00004824155,0.00003433053,0.00016424974,0.00021332644,0.00025003613,0.000076473094,0.000017584436],"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":[0.005246261,0.00077090104,0.5656823,0.000621255,0.0012682208,0.0008921794,0.20160896,0.0023691216,0.0029148487,0.0015792794,0.0052123414,0.21183434],"study_design_scores_gemma":[0.0023640476,0.000507843,0.66882205,0.00018739604,0.00009103947,0.000022714035,0.005888072,0.0016018884,0.06734881,0.0012799604,0.2515353,0.00035087814],"about_ca_topic_score_codex":0.000019838779,"about_ca_topic_score_gemma":0.0000011212253,"teacher_disagreement_score":0.24632294,"about_ca_system_score_codex":0.00010122498,"about_ca_system_score_gemma":0.0000048614775,"threshold_uncertainty_score":0.2367071},"labels":[],"label_agreement":null},{"id":"W2885929315","doi":"","title":"Sectorización óptima de la red de distribución de agua potable de la ciudad de Santa Marta, Colombia utilizando los algoritmos METIS","year":2018,"lang":"es","type":"article","venue":"","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Metis; Humanities; Geography; Art; Computer science","score_opus":0.008566025295290396,"score_gpt":0.2835581137755809,"score_spread":0.2749920884802905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885929315","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":[0.9052324,0.00015345908,0.017642701,0.00037237947,0.0001012613,0.00055545487,0.00014733756,0.00020869644,0.07558626],"genre_scores_gemma":[0.9776448,0.00025677946,0.009844428,0.0008540248,0.00032067826,0.000058450078,0.000040992923,0.00007556596,0.010904292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99418706,0.0019706222,0.00053548155,0.0008493675,0.00056084956,0.0018966137],"domain_scores_gemma":[0.9978201,0.000507255,0.00019464572,0.0007816192,0.000020600388,0.00067578186],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004117879,0.0005359479,0.00050669495,0.00007952571,0.00058110186,0.0006145451,0.0009705,0.00048826332,0.0089425715],"category_scores_gemma":[0.00026082023,0.00052727846,0.00023706349,0.0004969019,0.0012154159,0.00026639723,0.00080578023,0.000459921,0.00048185722],"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":[0.0002222498,0.0005516444,0.8922774,0.00014098852,0.0001651969,0.00020129194,0.0015788187,0.00013525442,0.039019853,0.00066559523,0.059706304,0.0053353584],"study_design_scores_gemma":[0.0017595056,0.00030754026,0.7133646,0.00010347048,0.00030435354,0.000095465424,0.00058296684,0.014583013,0.07652084,0.002384284,0.18917014,0.0008238329],"about_ca_topic_score_codex":0.012894591,"about_ca_topic_score_gemma":0.0004850774,"teacher_disagreement_score":0.17891285,"about_ca_system_score_codex":0.0015055563,"about_ca_system_score_gemma":0.00012972938,"threshold_uncertainty_score":0.9997179},"labels":[],"label_agreement":null},{"id":"W2888789214","doi":"","title":"Implementación del Modelo Hidrológico Swat (Soil & Water Assessment Tool) en la simulación del balance hídrico en la cuenca del Río Samalá, diagnóstico y servicios prestados, Guatemala, C.A.","year":2016,"lang":"es","type":"dissertation","venue":"","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Humanities; Geography; Forestry; Art","score_opus":0.009415554933861658,"score_gpt":0.27886465839791735,"score_spread":0.2694491034640557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888789214","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":[0.96155983,0.00012808606,0.0078133475,0.0018620595,0.0005360168,0.0030894033,0.00060673855,0.000423655,0.023980854],"genre_scores_gemma":[0.9596667,0.0009793498,0.0020639822,0.0008392346,0.0003446193,0.0007707603,0.002922758,0.0003105995,0.03210198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9869503,0.0023480384,0.0024790252,0.0029387325,0.0026899,0.0025940402],"domain_scores_gemma":[0.9950894,0.0012581793,0.00078626105,0.0020958418,0.00012742497,0.0006429042],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0033507682,0.0022010875,0.0016986943,0.00041783095,0.0008830646,0.00097575743,0.002749468,0.0011817451,0.007696754],"category_scores_gemma":[0.000092782466,0.001558146,0.0007268329,0.00042466537,0.00034960717,0.0015877831,0.0022497114,0.001108314,0.002627008],"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":[0.0010889356,0.0035072793,0.8195658,0.0040362147,0.0017951316,0.0005844121,0.013940783,0.048125457,0.05545356,0.008454767,0.007279896,0.036167774],"study_design_scores_gemma":[0.010498256,0.0009688332,0.6192944,0.0019170253,0.0025243561,0.000048736187,0.007875317,0.20272775,0.029633222,0.0062257173,0.108883105,0.009403299],"about_ca_topic_score_codex":0.007306138,"about_ca_topic_score_gemma":0.0008173157,"teacher_disagreement_score":0.2002714,"about_ca_system_score_codex":0.00127434,"about_ca_system_score_gemma":0.00014001486,"threshold_uncertainty_score":0.9993043},"labels":[],"label_agreement":null},{"id":"W2917587763","doi":"10.31381/perfiles_ingenieria.v2i11.403","title":"Interpretación hidrogeológica con modelación numérica en masas geológicas del deslizamiento \"Derrumbe 1\" – Complejo hidroeléctrico del Mantaro","year":2016,"lang":"es","type":"article","venue":"Perfiles de Ingeniería","topic":"Water Resource Management and Quality","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":"Inversa Systems (Canada)","funders":"","keywords":"Humanities; Physics; Geography; Philosophy","score_opus":0.016450298818641417,"score_gpt":0.2531146920723357,"score_spread":0.23666439325369432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917587763","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":[0.9618083,0.0009761522,0.014433144,0.003013527,0.00037334187,0.001045477,0.00036773374,0.00037326638,0.017609041],"genre_scores_gemma":[0.9888423,0.000982593,0.002218626,0.0009983359,0.00029636463,0.0001318173,0.000067368266,0.00015894005,0.0063036457],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99231374,0.0009502319,0.0013219807,0.0018724396,0.0013210286,0.0022205557],"domain_scores_gemma":[0.99651796,0.0005243856,0.0005261407,0.0015272596,0.000060416856,0.0008438388],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001269845,0.0011252667,0.0009935364,0.00036308577,0.0006701724,0.00046626214,0.0021014735,0.0005202587,0.009758759],"category_scores_gemma":[0.00018972755,0.0008892727,0.0005914338,0.0006917695,0.0009155927,0.0008167973,0.002402748,0.00057702727,0.0062603853],"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":[0.0008372302,0.0011852029,0.87836516,0.0003832612,0.0006535383,0.0004387364,0.01020168,0.0016648299,0.016200487,0.0076937457,0.013335586,0.06904057],"study_design_scores_gemma":[0.008426793,0.00169628,0.33433914,0.0017844178,0.0013489263,0.00049625733,0.003905273,0.17584036,0.015997047,0.017937424,0.43108505,0.007143012],"about_ca_topic_score_codex":0.0018073972,"about_ca_topic_score_gemma":0.000112146656,"teacher_disagreement_score":0.544026,"about_ca_system_score_codex":0.0015591182,"about_ca_system_score_gemma":0.000054012948,"threshold_uncertainty_score":0.9993558},"labels":[],"label_agreement":null},{"id":"W2917912931","doi":"","title":"Calidad del agua en la cuenca del río Rímac, sector de San Mateo, afectado por las actividades mineras","year":2010,"lang":"es","type":"article","venue":"Revista del Instituto de Investigación de la Facultad de Ingeniería Geológica, Minera, Metalurgica y Geográfica","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":1,"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":"","keywords":"Humanities; Geography; Cartography; Art","score_opus":0.01290991882184938,"score_gpt":0.2665514615385861,"score_spread":0.2536415427167367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917912931","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":[0.9704252,0.0016403566,0.0037559085,0.0018861182,0.00025690798,0.0015797212,0.0003791962,0.00071237667,0.019364228],"genre_scores_gemma":[0.9576714,0.00039351426,0.033278875,0.0020987075,0.00079326,0.00037310412,0.00016468785,0.00023480435,0.004991619],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.98563826,0.0042279926,0.0023008226,0.0025481326,0.0017171397,0.0035676218],"domain_scores_gemma":[0.99235773,0.0016659994,0.0010638859,0.0020680418,0.00015619902,0.0026881176],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.009134646,0.0020454607,0.002033804,0.0007425442,0.0012916422,0.003113653,0.0029545003,0.001683429,0.0033895625],"category_scores_gemma":[0.0032566958,0.0019354313,0.0012544272,0.001987133,0.0038534862,0.0012775473,0.0014865102,0.0030410157,0.0010107395],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057715503,0.0019907379,0.4014988,0.00129711,0.0013278007,0.003231705,0.0067140153,0.01152707,0.5123526,0.03649269,0.010669243,0.012321097],"study_design_scores_gemma":[0.0028495062,0.0002638322,0.21368204,0.00043231723,0.0014326788,0.0015134012,0.00048565716,0.02024073,0.014612039,0.0014657431,0.74012065,0.0029014035],"about_ca_topic_score_codex":0.0083273025,"about_ca_topic_score_gemma":0.00047310948,"teacher_disagreement_score":0.7294514,"about_ca_system_score_codex":0.0011708087,"about_ca_system_score_gemma":0.00068537134,"threshold_uncertainty_score":0.99976707},"labels":[],"label_agreement":null},{"id":"W2938275524","doi":"10.36829/63cts.v3i2.315","title":"Uso del suelo como tratamiento secundario de aguas residuales domésticas","year":2017,"lang":"es","type":"article","venue":"Ciencia Tecnologí­a y Salud","topic":"Water Resource Management and Quality","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":"Lockheed Martin (Canada)","funders":"","keywords":"Physics; Humanities; Art","score_opus":0.03489805725946032,"score_gpt":0.3003481341669366,"score_spread":0.2654500769074763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2938275524","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":[0.9496347,0.0004318116,0.0006185927,0.0028041273,0.00040357243,0.00062158075,0.00008403528,0.00020315855,0.045198455],"genre_scores_gemma":[0.9920816,0.00015462273,0.0010629396,0.0006232516,0.00025561062,0.000031516618,0.000020383864,0.000052771917,0.0057173395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949809,0.00035059036,0.00070461637,0.0013152165,0.0010088156,0.001639908],"domain_scores_gemma":[0.9962898,0.000109170156,0.0005886448,0.002509647,0.000034084955,0.00046868774],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0020120048,0.00061776856,0.0005959236,0.00017400848,0.0028762093,0.0017204318,0.003416613,0.00042936445,0.0012110067],"category_scores_gemma":[0.0006987638,0.0005704645,0.00026399057,0.00027103297,0.0036562514,0.0007490245,0.0024025412,0.000620484,0.0030026836],"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":[0.000090825386,0.00047481374,0.94263715,0.00014776048,0.00009934283,0.00029574288,0.0027250566,0.000109871646,0.013040348,0.0046925656,0.0097855665,0.025900966],"study_design_scores_gemma":[0.0009130471,0.0002650899,0.9010976,0.00013975745,0.00017419254,0.000029553357,0.00087707717,0.0008509497,0.008056058,0.0026476998,0.084122844,0.00082613487],"about_ca_topic_score_codex":0.0035215155,"about_ca_topic_score_gemma":0.0015426469,"teacher_disagreement_score":0.074337274,"about_ca_system_score_codex":0.0006193917,"about_ca_system_score_gemma":0.00010961618,"threshold_uncertainty_score":0.99970204},"labels":[],"label_agreement":null},{"id":"W2943054359","doi":"10.5539/jas.v11n6p394","title":"Characterization of Water Quality Indicators in the Micro-basin of the Arizona River, Atlántida (Honduras)","year":2019,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Watershed; Water quality; Hydrology (agriculture); Principal component analysis; Geography; Drainage basin; Sampling (signal processing); Water resource management; Environmental science; Population; Multivariate statistics; Structural basin; Geographic information system; Cartography; Statistics; Geology; Engineering; Computer science; Mathematics; Environmental health; Ecology","score_opus":0.008666433167752915,"score_gpt":0.21530793336867218,"score_spread":0.20664150020091926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943054359","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":[0.9978928,0.0000028175123,0.000004944538,0.001078611,0.00013085795,0.00018390223,0.000001950796,0.0000014725874,0.0007026555],"genre_scores_gemma":[0.9996062,0.000004193248,0.000053860087,0.00010931051,0.000017589307,5.6506303e-7,9.247766e-7,0.000001356448,0.0002060369],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99813914,0.00019164215,0.0004794245,0.00012697093,0.00087734166,0.00018550117],"domain_scores_gemma":[0.99917936,0.000029260818,0.0005512339,0.00017795185,0.000028670376,0.000033506858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022131372,0.00008198121,0.00016325418,0.00006807007,0.00007990605,0.000032114203,0.0010713373,0.000028120647,0.00012120359],"category_scores_gemma":[0.00003359974,0.000027756925,0.00009804871,0.0010056193,0.0005169266,0.00047939998,0.00025012522,0.00014462943,0.000018311523],"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":[0.000006342617,0.000041085295,0.33496368,0.0000062063,0.0000020322927,2.0455562e-7,0.0022220835,0.000042993517,0.6624562,0.00003690565,0.000025612266,0.00019661678],"study_design_scores_gemma":[0.00012280136,0.00003675651,0.7800821,0.000018873441,0.0000053605154,0.0000041516705,0.00043946406,0.0000016556984,0.21876064,0.000039203653,0.000444618,0.000044392575],"about_ca_topic_score_codex":0.00018079161,"about_ca_topic_score_gemma":0.000016116772,"teacher_disagreement_score":0.4451184,"about_ca_system_score_codex":0.00008020409,"about_ca_system_score_gemma":0.000009643556,"threshold_uncertainty_score":0.19908291},"labels":[],"label_agreement":null},{"id":"W2948571889","doi":"10.36829/63cts.v3i2.324","title":"Remoción de arsénico en agua de consumo humano mediante la técnica de coagulación-floculación","year":2017,"lang":"es","type":"article","venue":"Ciencia Tecnologí­a y Salud","topic":"Water Resource Management and Quality","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":"Lockheed Martin (Canada)","funders":"","keywords":"Humanities; Physics; Chemistry; Philosophy","score_opus":0.017089463726982,"score_gpt":0.2994509147853429,"score_spread":0.2823614510583609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948571889","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":[0.9444659,0.00035852086,0.00054131594,0.0042446046,0.0002710664,0.00059727166,0.000051433275,0.0002649232,0.049205016],"genre_scores_gemma":[0.9915437,0.0005661268,0.0020193753,0.0010462985,0.00030115483,0.000050414354,0.000013441613,0.000071466464,0.0043880274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99414676,0.0010022365,0.00071607216,0.0012296617,0.0008371526,0.002068108],"domain_scores_gemma":[0.9959665,0.0003916419,0.000653429,0.0023506847,0.000028815202,0.0006089458],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.004556166,0.0006577014,0.0006893074,0.00018124106,0.0017866053,0.0008886155,0.00372504,0.0007120666,0.0012176296],"category_scores_gemma":[0.0016410953,0.00063824106,0.00035712367,0.00023760465,0.0036367185,0.0005203886,0.0022689197,0.0009110265,0.0017134297],"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":[0.00007420815,0.0003357916,0.9085425,0.00013612285,0.00013121852,0.0006027204,0.0035820536,0.00010278395,0.052215464,0.003220715,0.007063222,0.023993213],"study_design_scores_gemma":[0.0011047953,0.00015188298,0.887807,0.00017527594,0.00020383517,0.00010477813,0.0007080153,0.0017856004,0.012589555,0.0037334296,0.09078303,0.00085277157],"about_ca_topic_score_codex":0.0016672406,"about_ca_topic_score_gemma":0.00035794472,"teacher_disagreement_score":0.08371981,"about_ca_system_score_codex":0.0011238813,"about_ca_system_score_gemma":0.00021225827,"threshold_uncertainty_score":0.9996954},"labels":[],"label_agreement":null},{"id":"W2953894287","doi":"10.12804/revistas.urosario.edu.co/territorios/a.6535","title":"El estudio de impacto ambiental como elemento de construcción de realidad. El caso de la central hidroeléctrica Porce III","year":2019,"lang":"es","type":"article","venue":"Territorios","topic":"Water Resource Management and Quality","field":"Environmental Science","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":"Impact","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.006952561821522729,"score_gpt":0.26568764012096274,"score_spread":0.25873507829944004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953894287","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":[0.9858366,0.000095339354,0.00029663232,0.0005052239,0.0005585991,0.0007663414,0.00013209868,0.00014493492,0.011664229],"genre_scores_gemma":[0.9961068,0.00011252148,0.0005952863,0.0005562834,0.0007319256,0.00002858563,0.000047033955,0.000062802545,0.0017587704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995207,0.00072518893,0.000577158,0.00072343246,0.0007110774,0.0020561486],"domain_scores_gemma":[0.99810463,0.0001709578,0.00027966333,0.0006973166,0.000010501352,0.00073690765],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013869767,0.00052731944,0.0004990918,0.00008637875,0.00031722494,0.00041234455,0.0008550941,0.0002987858,0.0015422889],"category_scores_gemma":[0.000052184056,0.00053818076,0.0002577668,0.00026873546,0.0003788332,0.00028132767,0.00066499104,0.0005373267,0.00042875585],"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":[0.00013599913,0.0003737791,0.96125555,0.000117789816,0.00012712,0.00017229948,0.0059347656,0.00019672535,0.018905567,0.0005258386,0.0106989145,0.0015556442],"study_design_scores_gemma":[0.0020165786,0.0002858035,0.909837,0.00013598651,0.00017986285,0.00013499084,0.0019822372,0.0015263344,0.0073667294,0.0003241164,0.07549693,0.00071343005],"about_ca_topic_score_codex":0.029038208,"about_ca_topic_score_gemma":0.00032642827,"teacher_disagreement_score":0.06479801,"about_ca_system_score_codex":0.0031920022,"about_ca_system_score_gemma":0.00013927015,"threshold_uncertainty_score":0.999707},"labels":[],"label_agreement":null},{"id":"W2960826484","doi":"","title":"ALUMNOS DE LA UNAM, EN EL RESCATE DE CHAPULTEPEC. REABRE EL BOSQUE","year":2005,"lang":"es","type":"article","venue":"Gaceta UNAM (2000-2009)","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Humanities; Geography; Art","score_opus":0.01037611295128523,"score_gpt":0.27209936692730524,"score_spread":0.26172325397602003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2960826484","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":[0.8356826,0.0010036327,0.00046869533,0.00537022,0.00018896151,0.0008153083,0.00015272295,0.0002880599,0.15602985],"genre_scores_gemma":[0.94456756,0.0008735012,0.0015753417,0.0020813507,0.0008781375,0.00006245067,0.000058201465,0.000120569166,0.0497829],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936395,0.0013220164,0.00086757576,0.0012609367,0.00095808064,0.0019518719],"domain_scores_gemma":[0.99740833,0.00020928601,0.00034589536,0.0013509158,0.000025856478,0.00065971434],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0035719117,0.00076346827,0.00062561163,0.00020884507,0.00051573146,0.00049006747,0.0014236418,0.00057041924,0.0040072952],"category_scores_gemma":[0.00019319185,0.0007547239,0.00033164656,0.0006183978,0.0007140272,0.0005937481,0.0008703908,0.0008244405,0.004765981],"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":[0.00076987257,0.0034676811,0.5491977,0.0007009385,0.00069806085,0.0006684753,0.038989276,0.02332416,0.02924885,0.010462509,0.15984605,0.18262644],"study_design_scores_gemma":[0.0013093825,0.0001333976,0.3669128,0.00014134555,0.00018402869,0.00004617254,0.0004262254,0.0048925346,0.0036345585,0.0013457638,0.6200406,0.0009331676],"about_ca_topic_score_codex":0.004323793,"about_ca_topic_score_gemma":0.00035713872,"teacher_disagreement_score":0.46019456,"about_ca_system_score_codex":0.0018066218,"about_ca_system_score_gemma":0.00015278714,"threshold_uncertainty_score":0.9994904},"labels":[],"label_agreement":null},{"id":"W2972499469","doi":"","title":"Apprentissage Social et Mobilisation Citoyenne pour une Gouvernance Démocratique et Durable de l’Eau au Mexique","year":2017,"lang":"fr","type":"article","venue":"Canadian journal of environmental education","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Grassroots; Politics; Law; Philosophy","score_opus":0.01690617893947644,"score_gpt":0.2671885568246324,"score_spread":0.25028237788515595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972499469","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":[0.93617696,0.00051034574,0.001135003,0.045954507,0.0015593389,0.00031099754,0.000090652255,0.000004151929,0.014258025],"genre_scores_gemma":[0.980017,0.00034751114,0.00093625346,0.00094017526,0.00058324035,0.000014005821,0.00003413555,0.000036581278,0.017091103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772555,0.00048312408,0.00054882217,0.00030941603,0.00033925488,0.0005938476],"domain_scores_gemma":[0.9978425,0.000040413055,0.0010438035,0.000394253,0.000011430131,0.00066758343],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001579469,0.00027608188,0.00026638442,0.00010380661,0.0010453167,0.00040046027,0.00069522037,0.00019686653,0.0031219951],"category_scores_gemma":[0.00012351612,0.00031473435,0.0001738454,0.00007757769,0.00071821007,0.0014490637,0.0000869107,0.0004925778,0.00022267476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006843349,0.0012281667,0.69914657,0.00017778843,0.00019607117,0.00012670075,0.05283452,0.0036717393,0.018627523,0.0055609993,0.07809649,0.14026502],"study_design_scores_gemma":[0.00049384334,0.00008829276,0.9058048,0.00014757815,0.000089235444,0.000070567046,0.005603293,0.00016838987,0.0013926495,0.0047600046,0.0810494,0.00033196263],"about_ca_topic_score_codex":0.12631603,"about_ca_topic_score_gemma":0.15009835,"teacher_disagreement_score":0.20665823,"about_ca_system_score_codex":0.0042232354,"about_ca_system_score_gemma":0.001223365,"threshold_uncertainty_score":0.9999305},"labels":[],"label_agreement":null},{"id":"W3045706476","doi":"10.33262/concienciadigital.v3i3.1264","title":"Análisis de aguas superficiales con alto contenido de fosfatos para el diseño de una planta de tratamiento de agua potable","year":2020,"lang":"es","type":"article","venue":"ConcienciaDigital","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Potable water; Physics; Chemistry; Philosophy; Environmental engineering; Environmental science","score_opus":0.03921820580353131,"score_gpt":0.2732559902870264,"score_spread":0.2340377844834951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045706476","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":[0.98295385,0.00038870246,0.0029098324,0.0009335196,0.00006566611,0.0006038165,0.00051653123,0.00018127453,0.011446822],"genre_scores_gemma":[0.9935626,0.00009582091,0.00029736405,0.0049999333,0.00029404243,0.000042551423,0.000072288014,0.000061331804,0.0005741119],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951426,0.0003460351,0.0006380851,0.000985164,0.0006914472,0.0021967066],"domain_scores_gemma":[0.9977264,0.00021825597,0.00021243856,0.000491362,0.000025676,0.0013259161],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011386289,0.0005712129,0.00057051855,0.00008857127,0.00047650034,0.0008206512,0.0012573049,0.0002726691,0.00045521086],"category_scores_gemma":[0.0004374518,0.00058741664,0.00029973526,0.0005367315,0.0008954635,0.00085391133,0.0006029644,0.0004001572,0.0004652418],"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":[0.00020162106,0.00027432948,0.9210616,0.00016153911,0.000080563965,0.00041210244,0.0119900955,0.0008406006,0.056661837,0.00041383767,0.0048553483,0.003046571],"study_design_scores_gemma":[0.0018840702,0.00059231435,0.88671196,0.00019425405,0.00026038836,0.00011614058,0.008514414,0.018315746,0.062012825,0.0005772906,0.019443173,0.001377408],"about_ca_topic_score_codex":0.0028121362,"about_ca_topic_score_gemma":0.00024611942,"teacher_disagreement_score":0.034349576,"about_ca_system_score_codex":0.0014278232,"about_ca_system_score_gemma":0.00043710583,"threshold_uncertainty_score":0.99965775},"labels":[],"label_agreement":null},{"id":"W3096978787","doi":"10.5430/ijhe.v9n9p71","title":"Development of Critical Thinking in Doctoral Students in Education","year":2020,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Critical thinking; Cornerstone; Mathematics education; Construct (python library); Reliability (semiconductor); Psychology; Test (biology); Population; Pedagogy; Sociology; Computer science","score_opus":0.03634992953832051,"score_gpt":0.3694170675664615,"score_spread":0.333067138028141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096978787","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":[0.9917321,0.000050614293,0.000051012354,0.0054537114,0.0008323515,0.00005610605,2.5841206e-7,0.000002158203,0.0018216532],"genre_scores_gemma":[0.9950547,0.000002289991,0.0038648422,0.0007490602,0.00015778201,0.0000034257205,0.000003529198,0.0000038990784,0.00016047542],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871445,0.000049113933,0.00047458766,0.0000913519,0.00059878605,0.00007172293],"domain_scores_gemma":[0.99967855,0.000020752183,0.00017283749,0.00003935407,0.000040683964,0.00004782793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032306177,0.000056263605,0.00008869158,0.000109680324,0.000013898713,0.00003232016,0.00041168768,0.000022749924,0.00067745196],"category_scores_gemma":[0.000042843905,0.00005260332,0.000026023132,0.00013027224,0.000028994114,0.00026542504,0.00010879915,0.00010218012,0.00002547704],"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":[0.000062428146,0.0012055608,0.9643827,0.00001629119,0.000013085669,0.0000035285973,0.012636537,0.00017709869,0.0013013692,0.0012624284,0.0011504433,0.017788524],"study_design_scores_gemma":[0.0002553559,0.000019802976,0.97578794,0.000073505274,0.000004117472,0.0000016650448,0.000762379,0.000011199858,0.00062965753,0.0018205865,0.02057268,0.00006108942],"about_ca_topic_score_codex":0.00007363725,"about_ca_topic_score_gemma":0.000026970698,"teacher_disagreement_score":0.019422237,"about_ca_system_score_codex":0.00028321522,"about_ca_system_score_gemma":0.00009008537,"threshold_uncertainty_score":0.7417624},"labels":[],"label_agreement":null},{"id":"W3101430146","doi":"","title":"Concentración de plomo en agua y sedimentos en el humedal La Segua, provincia de Manabí","year":2020,"lang":"es","type":"dissertation","venue":"","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Sediment; Estuary; Environmental science; Wetland; Sampling (signal processing); Water quality; Hydrology (agriculture); Environmental engineering; Ecology; Biology; Physics; Geology","score_opus":0.007261832183132796,"score_gpt":0.27253103603406986,"score_spread":0.26526920385093705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3101430146","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":[0.8933951,0.000065783555,0.0005462329,0.0011631469,0.00015505654,0.0011634779,0.00004417736,0.00019909229,0.10326793],"genre_scores_gemma":[0.9606277,0.0001294742,0.00094969734,0.001058951,0.00031063714,0.00009686257,0.000641589,0.00008371922,0.036101412],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99573267,0.00083457486,0.000605346,0.00096273574,0.000885057,0.0009796105],"domain_scores_gemma":[0.99866205,0.00017492713,0.00029406816,0.00041622174,0.000011196018,0.00044154722],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010781992,0.00062580773,0.00049220247,0.00007740465,0.0002511027,0.0002831779,0.0009529393,0.00049982016,0.0035271815],"category_scores_gemma":[0.0000858322,0.0006004504,0.0002505782,0.0002285536,0.00018005053,0.00025916725,0.00041857202,0.0006404159,0.001599031],"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":[0.00078520563,0.0014172777,0.7204993,0.0033444024,0.0010758972,0.0013704926,0.123542085,0.0011149615,0.064086735,0.011082035,0.021880452,0.04980117],"study_design_scores_gemma":[0.0016650803,0.00031164254,0.74136347,0.0002619449,0.0006662388,0.0000126160285,0.024503052,0.0063379104,0.051924367,0.00077339547,0.17030405,0.0018762191],"about_ca_topic_score_codex":0.005169213,"about_ca_topic_score_gemma":0.00058854005,"teacher_disagreement_score":0.1484236,"about_ca_system_score_codex":0.00082620356,"about_ca_system_score_gemma":0.000093078284,"threshold_uncertainty_score":0.9996447},"labels":[],"label_agreement":null},{"id":"W3115510673","doi":"10.18280/ijsdp.150803","title":"Spatio-Temporal Analysis of Forest Fragmentation in Río Botello Catchment at Facatativá (Colombia)","year":2020,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Deforestation (computer science); Geography; Drainage basin; Fragmentation (computing); Biodiversity; Land cover; Catchment area; Land use; Agriculture; Physical geography; Land use, land-use change and forestry; Satellite imagery; Forestry; Environmental resource management; Environmental protection; Environmental science; Cartography; Remote sensing; Ecology; Archaeology","score_opus":0.024529342824939675,"score_gpt":0.266918570403747,"score_spread":0.24238922757880732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115510673","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":[0.99726737,0.000042294305,0.0012716067,0.0005941048,0.000040431238,0.00009832367,0.000001982092,0.000003528577,0.0006803585],"genre_scores_gemma":[0.9979625,0.000007677188,0.001380894,0.0001768328,0.00002118865,0.000002805916,0.000062671614,0.000004088204,0.0003813929],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867153,0.000038202244,0.0005158056,0.00013416063,0.00049041194,0.00014991328],"domain_scores_gemma":[0.99941796,0.00004326136,0.00037548525,0.000034572073,0.000055361805,0.000073354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047473912,0.000091517635,0.00019778196,0.00026440065,0.000048943864,0.000039230643,0.0001996569,0.000027617747,0.00027283176],"category_scores_gemma":[0.000045381443,0.00008584103,0.000047661884,0.00035131455,0.000037927537,0.0002703496,0.00022695013,0.000080720136,0.000003519545],"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":[0.00020824793,0.000038297065,0.93290037,0.00001608186,0.00028383813,0.00028581964,0.023594584,0.041020617,0.000055101405,0.0000484999,0.00041811416,0.0011304311],"study_design_scores_gemma":[0.00069343677,0.00005741909,0.96891254,0.00002611552,0.00006987114,0.0000020852353,0.016444016,0.0027904494,0.0010613677,0.0001034614,0.00971481,0.00012443625],"about_ca_topic_score_codex":0.00024682362,"about_ca_topic_score_gemma":0.000098076205,"teacher_disagreement_score":0.038230166,"about_ca_system_score_codex":0.00030087458,"about_ca_system_score_gemma":0.000020249758,"threshold_uncertainty_score":0.35004956},"labels":[],"label_agreement":null},{"id":"W3128951176","doi":"","title":"Guía del uso integrado de herramientas hidrológicas, geoquímicas e isotópicas para faenas mineras","year":2020,"lang":"es","type":"article","venue":"","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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 British Columbia","funders":"","keywords":"Geology","score_opus":0.04505679448549342,"score_gpt":0.27096593725996143,"score_spread":0.225909142774468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128951176","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":[0.90446234,0.00025913786,0.0033212053,0.027762813,0.00011757128,0.00065205153,0.000041221767,0.00026232086,0.063121326],"genre_scores_gemma":[0.97872525,0.00009116298,0.0028977105,0.009997714,0.00033236903,0.000024470153,0.000044147444,0.00006236743,0.007824796],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958094,0.00034230077,0.00074224983,0.0011871015,0.0007781625,0.0011407802],"domain_scores_gemma":[0.99820167,0.00007775028,0.00021260558,0.0006847271,0.00001354093,0.00080972194],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004765718,0.0006275582,0.0005540409,0.00006693928,0.00027994261,0.0004119349,0.0011306044,0.00024179759,0.013851541],"category_scores_gemma":[0.00009518054,0.0005294693,0.00034289274,0.00058229675,0.0005244163,0.00033467106,0.0012601801,0.0005238285,0.00973274],"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":[0.0005810492,0.0014138463,0.73879874,0.00043852933,0.00048326576,0.0009711503,0.008180122,0.0011912626,0.02755588,0.016878009,0.16424944,0.03925871],"study_design_scores_gemma":[0.0016351467,0.0005739387,0.21460363,0.00007114287,0.00025365438,0.00003713743,0.0021785889,0.034896236,0.007415615,0.0006055871,0.7362728,0.0014565245],"about_ca_topic_score_codex":0.0034270822,"about_ca_topic_score_gemma":0.00011477643,"teacher_disagreement_score":0.57202333,"about_ca_system_score_codex":0.00030526638,"about_ca_system_score_gemma":0.00001973557,"threshold_uncertainty_score":0.9997157},"labels":[],"label_agreement":null},{"id":"W3158442265","doi":"10.18517/ijaseit.11.2.13672","title":"Characterization of River Sediments in Loja-Ecuador","year":2021,"lang":"en","type":"article","venue":"International Journal on Advanced Science Engineering and Information Technology","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":1,"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":"","keywords":"Environmental science; Geography; Water resource management; Geology; Forestry","score_opus":0.0035281473772475246,"score_gpt":0.2111087561868689,"score_spread":0.20758060880962137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158442265","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":[0.9943647,0.0000032505814,0.0040045013,0.00064431573,0.00023814384,0.000034207646,0.000001961189,0.00001757546,0.00069138],"genre_scores_gemma":[0.99757713,0.000035191904,0.0021660018,0.00017012832,0.000007982695,0.0000021440999,0.0000042083166,0.0000016370254,0.00003559429],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992753,0.0000046774953,0.0002269651,0.00007499433,0.0003116452,0.00010636609],"domain_scores_gemma":[0.99975115,0.0000065221993,0.00010506864,0.000063487816,0.000045118333,0.000028635628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021476991,0.00005184687,0.00006129495,0.0003735755,0.000034423574,0.000036469297,0.0002056878,0.000027083935,0.00006451136],"category_scores_gemma":[0.00011375087,0.000048530448,0.000011779668,0.00042429086,0.00011458416,0.0014173232,0.00013133448,0.00011110957,0.000020148085],"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":[0.000057587855,0.00011753817,0.024529768,0.000012042159,0.000023697372,0.000039500515,0.0012701732,0.07907166,0.6390337,0.013971085,0.000024483454,0.2418488],"study_design_scores_gemma":[0.0018329612,0.0001580683,0.30008975,0.00014564465,0.0000051508246,0.00014073981,0.00037875999,0.025474682,0.60929555,0.0010423594,0.061109226,0.00032713838],"about_ca_topic_score_codex":0.0000013593955,"about_ca_topic_score_gemma":2.9226376e-7,"teacher_disagreement_score":0.27556,"about_ca_system_score_codex":0.000112945134,"about_ca_system_score_gemma":0.000009272284,"threshold_uncertainty_score":0.19790143},"labels":[],"label_agreement":null},{"id":"W3158789338","doi":"10.24850/b-imta-perspectivas-2020-04","title":"Ley Modelo de Sistemas Comunitarios de Agua y Saneamiento para América Latina y el Caribe","year":2020,"lang":"es","type":"article","venue":"Perspectivas IMTA","topic":"Water Resource Management and Quality","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":"WSP (Canada)","funders":"","keywords":"Political science; Geography","score_opus":0.04831659619266569,"score_gpt":0.2858709711839017,"score_spread":0.237554374991236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158789338","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":[0.88414496,0.00019197984,0.001981065,0.009086794,0.000064961176,0.00063654996,0.00004964128,0.00019643009,0.10364763],"genre_scores_gemma":[0.99531883,0.00017039676,0.0011186115,0.0019178604,0.00026299103,0.000029558554,0.00001316713,0.000059627604,0.0011089597],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965196,0.00047586233,0.00044125092,0.0008955367,0.00067162205,0.0009961027],"domain_scores_gemma":[0.99843127,0.0001262256,0.00019165232,0.00069407764,0.000022067989,0.00053468155],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000583802,0.00047267403,0.00048156115,0.000063850486,0.00047577807,0.00029641445,0.00090967957,0.00018009119,0.00083891855],"category_scores_gemma":[0.00019818883,0.00046669153,0.0002781634,0.00050505734,0.00036636865,0.000255603,0.0009465685,0.0005380853,0.0010859708],"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":[0.0005766854,0.0017938756,0.6202511,0.0009026041,0.0007313196,0.00043404705,0.24542214,0.045309577,0.03940653,0.009234255,0.026294146,0.00964368],"study_design_scores_gemma":[0.003138041,0.0010158977,0.59318346,0.00029816513,0.0007433461,0.000041873267,0.047624525,0.20167619,0.009435593,0.0040063513,0.13581996,0.0030165974],"about_ca_topic_score_codex":0.010455726,"about_ca_topic_score_gemma":0.0002360332,"teacher_disagreement_score":0.19779761,"about_ca_system_score_codex":0.0011365019,"about_ca_system_score_gemma":0.00004470621,"threshold_uncertainty_score":0.9997785},"labels":[],"label_agreement":null},{"id":"W3185110875","doi":"10.24850/j-tyca-2021-05-01","title":"Impacto urbano en la calidad y recarga del agua subterránea utilizando trazadores hidrogeoquímicos y ambientales en el acuífero de San Salvador","year":2021,"lang":"es","type":"article","venue":"Tecnología y Ciencias del Agua","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Humanities; Philosophy","score_opus":0.018189802016408935,"score_gpt":0.27704923469752085,"score_spread":0.2588594326811119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185110875","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":[0.9870034,0.002029286,0.0005862568,0.0011181477,0.0002944845,0.0008758335,0.0002961362,0.000466507,0.0073299394],"genre_scores_gemma":[0.99357593,0.00062695413,0.0011017887,0.0013383758,0.0002316646,0.00008175935,0.0001452077,0.00012681472,0.0027715112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99087524,0.0021300518,0.0013763163,0.0019628424,0.0013385052,0.002317026],"domain_scores_gemma":[0.99645495,0.0006662983,0.0005129616,0.0015934277,0.000055996516,0.0007163879],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0026264747,0.0011041325,0.0011382987,0.00034243037,0.00072612794,0.0006692099,0.0021048975,0.00087709306,0.0026211299],"category_scores_gemma":[0.00081053854,0.0010238605,0.00073631527,0.001294764,0.0014816197,0.0006708037,0.002050901,0.0010380578,0.0010131714],"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":[0.00024182456,0.0015331958,0.8019485,0.00029307234,0.0003441576,0.0015647071,0.010246475,0.00038544266,0.13035609,0.00071336696,0.007506158,0.044867028],"study_design_scores_gemma":[0.0017043445,0.00035421381,0.862882,0.00024577187,0.00041487673,0.00034377174,0.0045144586,0.0019498207,0.10134251,0.0010019159,0.023692315,0.0015539888],"about_ca_topic_score_codex":0.0030958292,"about_ca_topic_score_gemma":0.00074411,"teacher_disagreement_score":0.06093353,"about_ca_system_score_codex":0.0012559755,"about_ca_system_score_gemma":0.00018920809,"threshold_uncertainty_score":0.9997647},"labels":[],"label_agreement":null},{"id":"W3200154223","doi":"10.32870/eera.vi32.675","title":"Las implicaciones sociales de la privatización del agua","year":2014,"lang":"es","type":"article","venue":"Expresión Económica","topic":"Water Resource Management and Quality","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":"Continental (Canada)","funders":"","keywords":"Humanities; Philosophy; Physics","score_opus":0.016126593482239455,"score_gpt":0.2637969281944502,"score_spread":0.24767033471221075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200154223","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":[0.9214101,0.00008648303,0.0013416526,0.0023182463,0.00009961667,0.00030255466,0.000023751887,0.00013860321,0.07427899],"genre_scores_gemma":[0.9949085,0.000096523334,0.0012178518,0.0008413811,0.00037337508,0.000031789776,0.000014922052,0.00004856012,0.0024670968],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99711573,0.0007987689,0.00042543974,0.000629347,0.00032880454,0.0007019365],"domain_scores_gemma":[0.9985333,0.00038750662,0.00020719158,0.00064099755,0.0000078341445,0.00022318098],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012816343,0.00034353134,0.00034571727,0.000068599526,0.00039101127,0.0002809489,0.00074399373,0.00024179832,0.0021804513],"category_scores_gemma":[0.0001584881,0.0003383768,0.0001854339,0.00015990116,0.0007591017,0.00023166662,0.00068515656,0.00026094107,0.0025070794],"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":[0.00009846695,0.0006045127,0.76563096,0.00029313916,0.00016220048,0.000017615834,0.0042116432,0.0006597365,0.06651155,0.05802745,0.07001612,0.033766612],"study_design_scores_gemma":[0.0005405886,0.000062004874,0.5312518,0.00004839295,0.000045311805,0.0000040548352,0.00016575032,0.00053629477,0.0085272705,0.014944398,0.44338474,0.0004894207],"about_ca_topic_score_codex":0.0003981415,"about_ca_topic_score_gemma":0.000025534955,"teacher_disagreement_score":0.3733686,"about_ca_system_score_codex":0.00019209039,"about_ca_system_score_gemma":0.000018798279,"threshold_uncertainty_score":0.99990684},"labels":[],"label_agreement":null},{"id":"W3216202217","doi":"10.36829/63cts.v3i2.%","title":"Evaluación del estado trófico de la Laguna de Ayarza utilizando el modelo de simulacion WASP","year":2017,"lang":"es","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Water Resource Management and Quality","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":"Lockheed Martin (Canada)","funders":"","keywords":"Humanities; Physics; Art","score_opus":0.2342711177873624,"score_gpt":0.5638672287509522,"score_spread":0.32959611096358976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216202217","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":[0.9617533,0.0032674533,0.0023232675,0.0005077187,0.0002457383,0.0007803423,0.00006760615,0.00005524058,0.03099933],"genre_scores_gemma":[0.9887461,0.008566108,0.0005447958,0.00041492147,0.00023123904,0.000039755563,0.00000954957,0.000101651734,0.0013458991],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99343103,0.0018329746,0.0011126128,0.0009215096,0.0014119948,0.0012898619],"domain_scores_gemma":[0.9954865,0.00048616112,0.0015521386,0.0016270117,0.0000772672,0.0007709152],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008942173,0.00067988434,0.0010160245,0.00041796928,0.0015830332,0.0062863766,0.0071598897,0.0003698431,0.011316053],"category_scores_gemma":[0.00079768134,0.00064189604,0.00044778798,0.00035950146,0.0010180895,0.0032157863,0.004297121,0.00082810567,0.00015167677],"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":[0.00048546147,0.00067611854,0.89517725,0.00022189929,0.00022898601,0.00015637989,0.0011366227,0.019687163,0.03823507,0.00032765014,0.008368973,0.03529845],"study_design_scores_gemma":[0.0016320624,0.000024042607,0.9064853,0.00056672527,0.0003458378,0.00002047804,0.00020960749,0.0393646,0.016521486,0.017505147,0.016495438,0.0008292805],"about_ca_topic_score_codex":0.0069234613,"about_ca_topic_score_gemma":0.000095090785,"teacher_disagreement_score":0.034469172,"about_ca_system_score_codex":0.0007356521,"about_ca_system_score_gemma":0.0001668012,"threshold_uncertainty_score":0.99971676},"labels":[],"label_agreement":null},{"id":"W35914002","doi":"10.1371/journal.pbio.3001735","title":"Análisis de la aplicación de una política pública local de saneamiento ambiental en la parroquia Cojitambo con la implementación del relleno sanitario Chapte-Toray y durante el período 2010-2013","year":2014,"lang":"en","type":"dissertation","venue":"PLoS Biology","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies; Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Fondation Brain Canada","keywords":"Humanities; Political science; Population; Geography; Demography; Sociology; Philosophy","score_opus":0.008519844517193618,"score_gpt":0.2817049642365578,"score_spread":0.27318511971936416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W35914002","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":[0.9785967,0.00012112905,0.0007201074,0.00067623646,0.00014522772,0.0006597451,0.00019370063,0.00015015683,0.018736996],"genre_scores_gemma":[0.9943676,0.00023305068,0.00043629875,0.0005765581,0.00015363435,0.00015108955,0.0017678788,0.00009811809,0.0022157994],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99486405,0.0018102116,0.0006670047,0.0010643182,0.000383448,0.0012109784],"domain_scores_gemma":[0.9980113,0.0005812016,0.0003565582,0.0006359849,0.000022926886,0.00039202857],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017249583,0.0006487367,0.00067816576,0.00019613943,0.0003148626,0.00011534232,0.00096239505,0.0009923615,0.0022436127],"category_scores_gemma":[0.0001342022,0.0006092941,0.00026079535,0.00020677829,0.00074455584,0.000110510555,0.000442534,0.00077077496,0.00067644706],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019208223,0.0023566666,0.612961,0.0008060022,0.0011177462,0.00024231928,0.021594835,0.00018699947,0.2844205,0.019378185,0.042608183,0.012406768],"study_design_scores_gemma":[0.0032684174,0.00094156986,0.4725496,0.00026616157,0.00080486183,0.00013293358,0.006519948,0.0028709292,0.015659804,0.0057425536,0.4887262,0.0025170369],"about_ca_topic_score_codex":0.010547819,"about_ca_topic_score_gemma":0.0029496632,"teacher_disagreement_score":0.44611803,"about_ca_system_score_codex":0.0007243332,"about_ca_system_score_gemma":0.000062093604,"threshold_uncertainty_score":0.9996358},"labels":[],"label_agreement":null},{"id":"W4200033758","doi":"10.18280/ijsdp.160708","title":"A Conceptual Socio-Hydrogeological Model Applied to Sustainable Water Management. Case Study of the Valdivia River Basin, Southwestern Ecuador","year":2021,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Escuela Superior Politécnica del Litoral","keywords":"Aquifer; Hydrogeology; Water resource management; SWOT analysis; Sustainability; Overexploitation; Groundwater; Water resources; Integrated water resources management; Groundwater recharge; Environmental planning; Geography; Hydrology (agriculture); Environmental science; Business; Geology; Ecology","score_opus":0.021084474955460935,"score_gpt":0.24604833054257794,"score_spread":0.224963855587117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200033758","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":[0.9950539,0.000012453212,0.0011853371,0.00023753969,0.00006498331,0.00029998308,8.1205815e-7,0.0000070388264,0.0031379382],"genre_scores_gemma":[0.99184144,9.729766e-7,0.0011640207,0.0003291138,0.000031807052,0.000011216256,0.0000031405675,0.0000088033285,0.0066095027],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9982017,0.00008122742,0.00046776424,0.00022451059,0.0006446782,0.00038007705],"domain_scores_gemma":[0.9994276,0.000031460506,0.00017467524,0.000114239905,0.0001613452,0.00009066969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080710667,0.00015405759,0.00020727584,0.00011088368,0.0002643189,0.00009479596,0.00038699788,0.00004170523,0.00014326474],"category_scores_gemma":[0.000023142287,0.00009975873,0.000054190114,0.00013889128,0.000108833,0.0001958871,0.0015729519,0.00015074825,0.000006794385],"study_design_candidate":"qualitative","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":[0.0004536468,0.0009034981,0.39133582,0.00009292411,0.0009118202,0.09608958,0.38121784,0.121950954,0.00019601465,0.0030793364,0.0012363705,0.0025322114],"study_design_scores_gemma":[0.0021453397,0.00008923831,0.039324477,0.000040062372,0.00009045972,0.00047832017,0.94657534,0.000249351,0.0020736023,0.0019171542,0.006716524,0.00030011116],"about_ca_topic_score_codex":0.00009046043,"about_ca_topic_score_gemma":0.0000071741124,"teacher_disagreement_score":0.5653575,"about_ca_system_score_codex":0.00019951472,"about_ca_system_score_gemma":0.00002986883,"threshold_uncertainty_score":0.40680426},"labels":[],"label_agreement":null},{"id":"W4210335604","doi":"10.52109/cyp2022321","title":"Determinación de la calidad del agua del Río Caldera, Boquete, Chiriquí","year":2022,"lang":"es","type":"article","venue":"Ciencia y Práctica","topic":"Water Resource Management and Quality","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 Alberta","funders":"","keywords":"Humanities; Forestry; Mineralogy; Physics; Chemistry; Art; Geography","score_opus":0.013512984631911,"score_gpt":0.26246848773851017,"score_spread":0.24895550310659917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210335604","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":[0.940868,0.00018877554,0.0009098765,0.00091495377,0.0001909958,0.0005276996,0.000065640226,0.00013154323,0.05620248],"genre_scores_gemma":[0.9910088,0.00003730212,0.0008904991,0.0019262921,0.00012759074,0.00013733206,0.000013127137,0.00005227428,0.0058067506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99479383,0.0014138189,0.00058471045,0.00094618445,0.0011110882,0.0011503394],"domain_scores_gemma":[0.99818915,0.0003465561,0.00024791417,0.00080501067,0.000011530812,0.00039985144],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030582102,0.0004198873,0.00041061675,0.00014554616,0.0014772296,0.00038186894,0.0012378412,0.00014610337,0.0050419285],"category_scores_gemma":[0.00027826498,0.00043650123,0.00025923993,0.00069603807,0.00084549317,0.0002821671,0.0022159547,0.0006381041,0.00055977056],"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":[0.00018804765,0.0018762306,0.86578983,0.00026470126,0.00012911332,0.0010623599,0.0117409695,0.004011337,0.021211054,0.004822228,0.044335037,0.044569112],"study_design_scores_gemma":[0.0008027087,0.0003779324,0.49492246,0.000030084997,0.00017753725,0.00013209613,0.0015955546,0.010705205,0.0027441639,0.0015608638,0.4859851,0.0009662971],"about_ca_topic_score_codex":0.0010091158,"about_ca_topic_score_gemma":0.000041248444,"teacher_disagreement_score":0.44165006,"about_ca_system_score_codex":0.0010503595,"about_ca_system_score_gemma":0.0000917904,"threshold_uncertainty_score":0.99982274},"labels":[],"label_agreement":null},{"id":"W4220925281","doi":"10.18280/ijsdp.170105","title":"Design of Sewerage System and Wastewater Treatment in a Rural Sector: A Case Study","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Escuela Superior Politécnica del Litoral","keywords":"Sewerage; Wastewater; Sewage treatment; Environmental engineering; Facultative lagoon; Environmental science; Population; Water resource management; Environmental planning; Engineering; Waste management; Environmental health","score_opus":0.02406216559246368,"score_gpt":0.2490792594399938,"score_spread":0.2250170938475301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220925281","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":[0.9993311,0.0000594536,0.00012978965,0.000031563326,0.00006138948,0.00022965821,6.6250476e-7,0.0000033895797,0.00015294716],"genre_scores_gemma":[0.99915713,0.0000014727218,0.00039713443,0.000009199134,0.000014164904,0.000014920084,0.0000012834003,0.0000043831096,0.00040028922],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9990033,0.00012748135,0.00033130686,0.00008983077,0.00031629985,0.00013176262],"domain_scores_gemma":[0.9997011,0.00004148622,0.00016710327,0.00003407181,0.00001952019,0.000036714307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008586782,0.00008398222,0.00013998177,0.0001900471,0.000108002765,0.000039717797,0.00010602542,0.000010151068,0.00006730188],"category_scores_gemma":[0.000005896139,0.00006751566,0.000014340682,0.000079655074,0.000018081777,0.0001399105,0.00026243067,0.00007126908,3.0406562e-7],"study_design_candidate":"qualitative","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":[0.00044917726,0.00029341868,0.7552746,0.000034374138,0.00018655226,0.061132137,0.15820563,0.021842495,0.0001427628,0.000026702535,0.00005156442,0.0023605884],"study_design_scores_gemma":[0.0025971846,0.00055406045,0.053179115,0.000047027082,0.00002534309,0.0029582703,0.9364369,0.0019669135,0.00033926454,0.00003392643,0.0016922859,0.00016974381],"about_ca_topic_score_codex":0.00070858485,"about_ca_topic_score_gemma":0.000007987232,"teacher_disagreement_score":0.77823126,"about_ca_system_score_codex":0.00046535814,"about_ca_system_score_gemma":0.00002101228,"threshold_uncertainty_score":0.27532086},"labels":[],"label_agreement":null},{"id":"W4234385478","doi":"10.2495/safe-v1-n4-439-462","title":"Stability of the new alluvial fan of el partido stream, located in the eastern side of el rocío village in the doñana national park (spain), after the actions carried out to restore its hydrological regime","year":2011,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Alluvial fan; National park; Alluvium; Geography; Hydrology (agriculture); Environmental science; Geology; Forestry; Archaeology; Geomorphology; Geotechnical engineering; Structural basin","score_opus":0.03198514471750082,"score_gpt":0.25280421275237497,"score_spread":0.22081906803487414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234385478","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":[0.99618536,0.000031074487,0.0005183238,0.0021785356,0.00007933964,0.00016712066,0.000019912819,0.0000020442717,0.00081827084],"genre_scores_gemma":[0.99976975,0.000017484097,0.00002491353,0.00012147418,0.00004988013,0.0000033874323,0.0000012270605,0.00000334681,0.0000085541515],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984826,0.00018422272,0.000487184,0.000102401325,0.00063010614,0.00011352581],"domain_scores_gemma":[0.99941254,0.00017614977,0.00019928344,0.00013580323,0.000042113086,0.000034092765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014355202,0.00009355379,0.00014213486,0.00004978599,0.000029754992,0.000012037447,0.0006110238,0.000040802362,0.00006700566],"category_scores_gemma":[0.00018406373,0.00004737268,0.000085414016,0.0001355387,0.00009485473,0.00012203658,0.00015765693,0.00023742636,8.4476386e-7],"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":[0.0036427842,0.00094646815,0.6895223,0.00008407587,0.0003315914,0.000042060165,0.19682702,0.08956449,0.007539303,0.009889786,0.00014415225,0.0014659172],"study_design_scores_gemma":[0.00055713556,0.000096339594,0.9868416,0.00008256594,0.000021815787,0.000014075594,0.001952117,0.00596641,0.001754443,0.0013335241,0.0012873044,0.00009264904],"about_ca_topic_score_codex":0.0004943728,"about_ca_topic_score_gemma":0.0012395111,"teacher_disagreement_score":0.2973193,"about_ca_system_score_codex":0.00006364006,"about_ca_system_score_gemma":0.000015112084,"threshold_uncertainty_score":0.19318019},"labels":[],"label_agreement":null},{"id":"W4245433299","doi":"10.36829/63cts.v3i2.264","title":"Evaluación del estado trófico de la Laguna de Ayarza utilizando el modelo de simulacion WASP","year":2017,"lang":"es","type":"article","venue":"Ciencia Tecnologí­a y Salud","topic":"Water Resource Management and Quality","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":"Lockheed Martin (Canada)","funders":"","keywords":"Physics; Humanities; Art","score_opus":0.03139607245755378,"score_gpt":0.33268251807227756,"score_spread":0.3012864456147238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245433299","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":[0.960234,0.00029062395,0.0051059574,0.0011730777,0.00017255351,0.000606322,0.000037242928,0.00024385593,0.03213639],"genre_scores_gemma":[0.995074,0.00030787484,0.0019445262,0.0005692824,0.00019409192,0.000047294154,0.000010329294,0.0000663931,0.0017862271],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994694,0.0008867888,0.0005851161,0.0011452201,0.0008646652,0.0018241921],"domain_scores_gemma":[0.99683684,0.00023772994,0.0004817397,0.0019197424,0.00003118791,0.0004927568],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0047473675,0.00060240785,0.0005389216,0.00017746814,0.001741224,0.00087351556,0.0026315835,0.00062785984,0.0006542513],"category_scores_gemma":[0.0009767215,0.00057010073,0.0003026327,0.00024356467,0.0022398473,0.0006119899,0.0016420214,0.0006874662,0.00079847215],"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":[0.00020240911,0.00074151787,0.8554015,0.0001550042,0.00009232497,0.00022525196,0.0041612526,0.013483293,0.039090868,0.004223294,0.0022041937,0.0800191],"study_design_scores_gemma":[0.0019172712,0.00023650564,0.7134353,0.00012872988,0.00023825993,0.000039481118,0.0008392325,0.23746559,0.012052208,0.012899061,0.019808203,0.0009401586],"about_ca_topic_score_codex":0.0013385392,"about_ca_topic_score_gemma":0.00008155191,"teacher_disagreement_score":0.2239823,"about_ca_system_score_codex":0.001034897,"about_ca_system_score_gemma":0.00017379342,"threshold_uncertainty_score":0.9999795},"labels":[],"label_agreement":null},{"id":"W4286860226","doi":"","title":"Hidropolítica en las zonas áridas y semiáridas de los Andes de América del Sur","year":2021,"lang":"es","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Water Resource Management and Quality","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":"Université de Montréal","funders":"","keywords":"Humanities; Geography; Geology; Philosophy","score_opus":0.15901004849706737,"score_gpt":0.5171494911978117,"score_spread":0.3581394427007444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286860226","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":[0.9540059,0.008464587,0.0007859772,0.0014879038,0.0003220133,0.00053895725,0.00012206772,0.0000640941,0.0342085],"genre_scores_gemma":[0.97501826,0.01832344,0.00067528064,0.0010622368,0.0003436631,0.000032458436,0.00002578105,0.000101382444,0.0044175186],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9934902,0.001550472,0.0012605595,0.0010197562,0.001433219,0.0012457615],"domain_scores_gemma":[0.9965542,0.000652007,0.0008692337,0.0010205389,0.000119005446,0.000784999],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003110109,0.00065951777,0.0011101012,0.0005154303,0.00056895847,0.0032448266,0.0040504173,0.00027846525,0.04988607],"category_scores_gemma":[0.00065035035,0.0006410778,0.00045312964,0.0016653903,0.00052460487,0.0021590048,0.0046260515,0.0007940308,0.0002897561],"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":[0.00016041654,0.0007917239,0.8313974,0.00032605967,0.0003753572,0.0005915563,0.00062939606,0.0009720268,0.08697864,0.00029297688,0.06180943,0.015675025],"study_design_scores_gemma":[0.0007090344,0.000018179762,0.8090338,0.0007065733,0.00027987632,0.000056119956,0.00028605945,0.0005770769,0.07844515,0.0045412662,0.10454988,0.00079696224],"about_ca_topic_score_codex":0.004138234,"about_ca_topic_score_gemma":0.00030097654,"teacher_disagreement_score":0.049596313,"about_ca_system_score_codex":0.00076620764,"about_ca_system_score_gemma":0.00023063947,"threshold_uncertainty_score":0.99960405},"labels":[],"label_agreement":null},{"id":"W4303427136","doi":"10.46380/rias.vol5.e271","title":"Biofiltración de aguas residuales de industrias arroceras de San Jacinto de Yaguachi, Ecuador mediante cascarilla de arroz","year":2022,"lang":"es","type":"article","venue":"Revista Iberoamericana Ambiente & Sustentabilidad","topic":"Water Resource Management and Quality","field":"Environmental Science","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":"Cascades (Canada)","funders":"","keywords":"Humanities; Physics; Philosophy","score_opus":0.015482961054525042,"score_gpt":0.2600903335274149,"score_spread":0.24460737247288986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303427136","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":[0.98940337,0.0016613349,0.0002532978,0.003400781,0.00019171098,0.0014832431,0.00047668774,0.00023747937,0.0028921093],"genre_scores_gemma":[0.9912292,0.00056252314,0.0011601949,0.0034798468,0.0003796606,0.0002995897,0.00013733564,0.00020637499,0.0025452701],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9874488,0.0037980604,0.0015063583,0.0018354048,0.001597431,0.003813936],"domain_scores_gemma":[0.99511224,0.00039928625,0.00097485253,0.0017089165,0.00004635677,0.0017583377],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0048662396,0.0011194911,0.0012796744,0.00043261223,0.0014727085,0.0006896596,0.002118766,0.0003268939,0.0039335936],"category_scores_gemma":[0.0006486043,0.0012317598,0.0007954088,0.001979956,0.0014048595,0.00034074977,0.001940864,0.0017999934,0.0001956615],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046000327,0.00088430697,0.92869616,0.0005200628,0.00034187836,0.0009589614,0.0095828725,0.0045004026,0.013467176,0.00019663661,0.013796569,0.026594998],"study_design_scores_gemma":[0.0028631429,0.0013198355,0.70810795,0.0004958052,0.001413887,0.0008841536,0.06458809,0.002885399,0.011068445,0.00029219923,0.20309344,0.0029876367],"about_ca_topic_score_codex":0.05092824,"about_ca_topic_score_gemma":0.0015005758,"teacher_disagreement_score":0.22058818,"about_ca_system_score_codex":0.009556787,"about_ca_system_score_gemma":0.0007706696,"threshold_uncertainty_score":0.99982727},"labels":[],"label_agreement":null},{"id":"W4307855732","doi":"10.24850/j-tyca-13-06-10","title":"Un enfoque de balance hídrico para la gestión sostenible en el acuífero de San Salvador","year":2022,"lang":"es","type":"article","venue":"Tecnología y Ciencias del Agua","topic":"Water Resource Management and Quality","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":"Institut National de la Recherche Scientifique","funders":"","keywords":"Water balance; Geography; Humanities; Geology; Philosophy","score_opus":0.015372988838451446,"score_gpt":0.2625881618704314,"score_spread":0.24721517303197993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307855732","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":[0.97564065,0.00045175315,0.001513875,0.0017941673,0.00016098774,0.0006272619,0.00008816945,0.0003564659,0.019366695],"genre_scores_gemma":[0.9911251,0.00014100541,0.0030961956,0.0022266044,0.00012096899,0.00019149874,0.000026408494,0.000060166025,0.0030120222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945213,0.0012403626,0.0005833191,0.0010737024,0.0009532281,0.0016280636],"domain_scores_gemma":[0.9980857,0.00031654877,0.00030637276,0.0009453802,0.000013236852,0.00033281266],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002774104,0.0005276406,0.00048153987,0.00021316693,0.0011381581,0.00019947186,0.0021443486,0.00026420542,0.0038285651],"category_scores_gemma":[0.00017684927,0.00052655593,0.00023957284,0.0010241627,0.0007138898,0.00027584372,0.0027221376,0.0010060235,0.00063125766],"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":[0.00014328373,0.0011104803,0.8613113,0.00011522918,0.00014188676,0.0006815751,0.008297676,0.01231396,0.049301937,0.0033136925,0.009813193,0.053455766],"study_design_scores_gemma":[0.0009149275,0.00039458333,0.85061413,0.000029442708,0.00013119211,0.00015756792,0.002016061,0.00620997,0.006422913,0.0019663663,0.13026592,0.0008769375],"about_ca_topic_score_codex":0.0020178333,"about_ca_topic_score_gemma":0.00004554541,"teacher_disagreement_score":0.12045273,"about_ca_system_score_codex":0.0012860207,"about_ca_system_score_gemma":0.00010176514,"threshold_uncertainty_score":0.9997186},"labels":[],"label_agreement":null},{"id":"W4312938596","doi":"10.18566/978-628-500-066-9","title":"La urbanización de las aguas en Colombia","year":2022,"lang":"es","type":"article","venue":"","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":1,"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":"","keywords":"Humanities; Sociology; Art","score_opus":0.008239114276702264,"score_gpt":0.23156167833267538,"score_spread":0.22332256405597312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312938596","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":[0.7701509,0.000043063523,0.000062018145,0.0015681562,0.000074613774,0.00018373187,0.00001712394,0.00006839819,0.22783202],"genre_scores_gemma":[0.9326953,0.000011771788,0.00016949029,0.0009881174,0.0000385079,0.000027964108,0.000009637103,0.00001786359,0.06604135],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978452,0.0007930964,0.00018787081,0.00034117783,0.0004406303,0.0003920425],"domain_scores_gemma":[0.9994434,0.00009717107,0.000058717913,0.00029083158,0.0000016122957,0.00010826877],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012409525,0.00014964778,0.00013819302,0.000036428293,0.00037265196,0.00012315824,0.0005195192,0.000051295498,0.052873164],"category_scores_gemma":[0.000019474546,0.000149668,0.00007928011,0.000256698,0.0001421227,0.00007927492,0.0016078851,0.00027414772,0.0016202112],"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":[0.000067171146,0.0005405704,0.806102,0.00005095939,0.00006546813,0.0001472684,0.0062169107,0.001992893,0.0016429363,0.017319273,0.1557164,0.01013816],"study_design_scores_gemma":[0.0002520524,0.0001350024,0.26358345,0.0000026231155,0.000027293692,0.000007565795,0.0016849351,0.0005833583,0.0003800101,0.0005506264,0.732596,0.00019707464],"about_ca_topic_score_codex":0.0014736777,"about_ca_topic_score_gemma":0.00004303748,"teacher_disagreement_score":0.57687956,"about_ca_system_score_codex":0.00037795253,"about_ca_system_score_gemma":0.000009982187,"threshold_uncertainty_score":0.99915713},"labels":[],"label_agreement":null},{"id":"W4385242767","doi":"10.11159/rtese23.165","title":"Chlorine Demand In Bicarbonated And Ferruginous Hot Springs In The Cundinamarca Region, Colombia","year":2023,"lang":"en","type":"article","venue":"Proceedings of the International Conference of Recent Trends in Environmental Science and Engineering","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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; Toronto Metropolitan University","funders":"","keywords":"Geology; Chlorine; Geochemistry; Earth science; Metallurgy; Materials science","score_opus":0.03177493979670565,"score_gpt":0.23362392316272768,"score_spread":0.20184898336602203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385242767","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":[0.99528253,0.000010300052,6.533068e-7,0.0014047761,0.000045282817,0.000102552905,0.0000013016424,0.0000067080855,0.0031459134],"genre_scores_gemma":[0.9995209,0.00031947132,0.0000335799,0.00002314011,0.0000047654103,0.000012715789,0.0000010415537,0.0000037955672,0.00008059927],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988282,0.0000048900374,0.00022252732,0.00023801555,0.0005042195,0.00020218198],"domain_scores_gemma":[0.9998098,0.000020314843,0.00007443205,0.00006170311,0.0000054641987,0.000028302404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008684564,0.00009665368,0.000109197856,0.00025236618,0.000035696296,0.000039435552,0.0005606697,0.000025093359,0.000051884956],"category_scores_gemma":[0.00005346801,0.000069305206,0.000014913396,0.0008537551,0.00037680287,0.00026266085,0.0005569533,0.00011974534,9.4012915e-7],"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":[0.000028828892,0.00006728953,0.9265775,0.000016775226,0.000003785714,0.0000027911549,0.002217704,0.00075414154,0.06056535,0.0009913435,0.000034061595,0.008740399],"study_design_scores_gemma":[0.00026960496,0.000024585748,0.98118883,0.000047664395,0.0000024299022,0.000004284074,0.00067506847,0.013436394,0.0034168595,0.00021640136,0.0006368475,0.00008104771],"about_ca_topic_score_codex":0.00025316328,"about_ca_topic_score_gemma":0.00006764633,"teacher_disagreement_score":0.05714849,"about_ca_system_score_codex":0.000157688,"about_ca_system_score_gemma":0.0000029127013,"threshold_uncertainty_score":0.28261843},"labels":[],"label_agreement":null},{"id":"W4385766515","doi":"","title":"Uso del suelo como tratamiento secundario de aguas residuales domésticas","year":2017,"lang":"es","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Water Resource Management and Quality","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":"Lockheed Martin (Canada)","funders":"","keywords":"Environmental science","score_opus":0.2993352314032147,"score_gpt":0.5603240310279247,"score_spread":0.26098879962471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385766515","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":[0.95186317,0.0054310355,0.0003377432,0.0010469083,0.00054398255,0.0008442637,0.00015968102,0.000044191158,0.039729003],"genre_scores_gemma":[0.9894587,0.005685127,0.00030859918,0.00044775972,0.00029614614,0.000029043073,0.000019275363,0.000086663444,0.00366873],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99379313,0.00085373304,0.0014123764,0.0010622946,0.0017045505,0.0011739231],"domain_scores_gemma":[0.9947406,0.00027401594,0.002038804,0.0020926176,0.000091572474,0.0007623926],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004421397,0.0007158294,0.0011947167,0.00046230006,0.0024149104,0.01300715,0.010128706,0.00026490036,0.022807844],"category_scores_gemma":[0.00061963993,0.0006618096,0.00041048965,0.00044743466,0.0016269741,0.004310007,0.0069178194,0.00077752734,0.00043556956],"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":[0.0002940341,0.0005499266,0.9219659,0.00024702708,0.00030512005,0.00022673671,0.0008897468,0.0002910915,0.019384928,0.00039904236,0.041793857,0.01365262],"study_design_scores_gemma":[0.00088784425,0.000025612051,0.91391635,0.00069574313,0.00029449147,0.000015941023,0.00023103469,0.00018355511,0.013805087,0.005336089,0.06380482,0.0008034576],"about_ca_topic_score_codex":0.019602742,"about_ca_topic_score_gemma":0.0014438295,"teacher_disagreement_score":0.037595462,"about_ca_system_score_codex":0.00046682896,"about_ca_system_score_gemma":0.00011964231,"threshold_uncertainty_score":0.9995833},"labels":[],"label_agreement":null},{"id":"W4385820550","doi":"10.15381/iigeo.v25i50.22990","title":"Origen de las aguas subterráneas en el acuífero Ica-Perú, basado en isotopos ambientales","year":2022,"lang":"es","type":"article","venue":"Revista del Instituto de investigación de la Facultad de minas metalurgia y ciencias geográficas","topic":"Water Resource Management and Quality","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 Calgary","funders":"","keywords":"Humanities; Geology; Geography; Cartography; Philosophy","score_opus":0.01774921495313227,"score_gpt":0.2913193162471816,"score_spread":0.27357010129404935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385820550","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":[0.98148394,0.0023348683,0.002936606,0.001428478,0.0002673704,0.001935403,0.0005740306,0.0004253464,0.008613938],"genre_scores_gemma":[0.98017395,0.00051973027,0.007904575,0.0033409111,0.00036876876,0.0006542906,0.00025995227,0.00019042622,0.006587376],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9837843,0.0061691976,0.0018642609,0.0024040486,0.0024924416,0.0032857163],"domain_scores_gemma":[0.9945326,0.0008366162,0.000864867,0.001827419,0.00007606863,0.0018624186],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.011300457,0.0015683277,0.0015394815,0.0006630499,0.002415132,0.0017581293,0.004027849,0.0007234449,0.0036517277],"category_scores_gemma":[0.0018716864,0.0016210437,0.0010678654,0.0024582474,0.0032764173,0.0010248624,0.0037205587,0.0022348717,0.0009153351],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005263704,0.0037888323,0.6905306,0.0019587856,0.001188352,0.006878679,0.033732366,0.057157736,0.10632928,0.06295181,0.015304217,0.019652985],"study_design_scores_gemma":[0.0017302188,0.00046601452,0.20565253,0.0002999758,0.0011153423,0.001336036,0.0036734117,0.013994669,0.010196024,0.0014286067,0.75773364,0.0023735277],"about_ca_topic_score_codex":0.005351151,"about_ca_topic_score_gemma":0.000114347495,"teacher_disagreement_score":0.74242944,"about_ca_system_score_codex":0.0063900235,"about_ca_system_score_gemma":0.000990466,"threshold_uncertainty_score":0.99986255},"labels":[],"label_agreement":null},{"id":"W4385863516","doi":"10.18687/laccei2023.1.1.213","title":"Physicochemical characterization of water quality in the Perlamayo and Tacamache rivers, using benthic macroinvertebrates as biological indicators in the district of Chugur- Cajamarca","year":2023,"lang":"en","type":"article","venue":"","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":1,"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":"","keywords":"Benthic zone; Water quality; Environmental science; Invertebrate; Hydrology (agriculture); Water resource management; Ecology; Geology; Biology; Geotechnical engineering","score_opus":0.03528985312634115,"score_gpt":0.2725598536334685,"score_spread":0.23727000050712738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385863516","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":[0.998435,0.0000025994755,0.000009017576,0.00067804754,0.0000068609456,0.00022254634,0.0000077031,0.000008216618,0.00062999636],"genre_scores_gemma":[0.9996874,0.000020936313,0.000008509734,0.00017121644,0.000007507972,0.0000064542983,0.00006995314,0.0000028775642,0.000025197913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987497,0.00037646186,0.00026206905,0.00018779814,0.0002487916,0.00017521494],"domain_scores_gemma":[0.9996697,0.00008061084,0.000072359995,0.0001591623,0.000002042032,0.00001617408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011573435,0.00008951965,0.00014087386,0.00006413828,0.00004738941,0.000017081542,0.00027346908,0.00005211531,0.0001846073],"category_scores_gemma":[0.00002709841,0.000041230924,0.000035748923,0.0005784866,0.00032966048,0.00007663887,0.00023272695,0.000106649306,0.000016585405],"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":[0.000016669279,0.00009236596,0.7937482,0.000028520848,0.0000045302163,0.0000020629727,0.006316421,0.000010239918,0.1987594,0.00027812767,0.0000165436,0.0007269296],"study_design_scores_gemma":[0.0002056433,0.000026403448,0.9649198,0.000006856001,0.0000061781147,5.5023276e-7,0.0023353386,0.0008242447,0.031039067,0.00043032278,0.00013040881,0.00007521005],"about_ca_topic_score_codex":0.0009257349,"about_ca_topic_score_gemma":0.000026957572,"teacher_disagreement_score":0.17117159,"about_ca_system_score_codex":0.000022800352,"about_ca_system_score_gemma":0.0000017953256,"threshold_uncertainty_score":0.20213206},"labels":[],"label_agreement":null},{"id":"W4386108520","doi":"10.35537/10915/156766","title":"Manual de procedimientos: Provisión de agua potable y sistemas de saneamiento","year":2023,"lang":"es","type":"book","venue":"Facultad de Ciencias Naturales y Museo (UNLP) eBooks","topic":"Water Resource Management and Quality","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":"Bibliographical Society of Canada","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.024812174164766287,"score_gpt":0.27330632076402483,"score_spread":0.24849414659925856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386108520","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8068274,0.00051651045,0.00039577825,0.0007851446,0.00059140014,0.0039195325,0.00059406797,0.0012560916,0.18511404],"genre_scores_gemma":[0.37345153,0.00010308652,0.0020072523,0.0018658396,0.0007492536,0.0004171462,0.00034652825,0.000302837,0.6207565],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98792213,0.0008051524,0.0015209484,0.0026527585,0.0026659763,0.004433008],"domain_scores_gemma":[0.9956231,0.00043044155,0.001060835,0.0013915631,0.00013681846,0.0013572496],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.004072466,0.0017910204,0.0014158015,0.0007711839,0.0014639597,0.0010940732,0.003419105,0.0015868644,0.00034715474],"category_scores_gemma":[0.000729078,0.0016980341,0.00093958667,0.00075704354,0.0015500125,0.0005804016,0.0024596953,0.002235479,0.0018674975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016563484,0.0025262518,0.1578603,0.020095399,0.002863519,0.00698625,0.17817572,0.010062488,0.09673527,0.016443985,0.43556494,0.071029544],"study_design_scores_gemma":[0.003641932,0.0010758365,0.21956973,0.0032835016,0.0016453312,0.00045608397,0.009837099,0.0077218274,0.016455067,0.006258752,0.7232035,0.0068513765],"about_ca_topic_score_codex":0.0018418425,"about_ca_topic_score_gemma":0.00094711746,"teacher_disagreement_score":0.43564248,"about_ca_system_score_codex":0.0068639424,"about_ca_system_score_gemma":0.000978062,"threshold_uncertainty_score":0.9999429},"labels":[],"label_agreement":null},{"id":"W4386994278","doi":"10.37787/tg3m5d55","title":"Impacto de los pasivos ambientales mineros en la variación de la calidad del agua en la quebrada colorada, setiembre 2015 - agosto 2016","year":2023,"lang":"es","type":"article","venue":"Revista Científica Pakamuros","topic":"Water Resource Management and Quality","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":"Cégep de Chicoutimi","funders":"","keywords":"Humanities; Geography; Art","score_opus":0.010500694060276974,"score_gpt":0.2911103880883367,"score_spread":0.28060969402805974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386994278","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":[0.9807234,0.0005298198,0.0005244322,0.0017795305,0.00015085335,0.0013837384,0.0011644455,0.00037074817,0.013373051],"genre_scores_gemma":[0.9814579,0.0008382849,0.0003463153,0.0006142872,0.00026437797,0.00012835376,0.00024494302,0.00014453023,0.015961029],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98950577,0.005285536,0.0009907181,0.0013123361,0.0012296481,0.0016759719],"domain_scores_gemma":[0.9957857,0.0017651581,0.0004558332,0.0011476475,0.00002903837,0.00081661454],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0065675667,0.0008341751,0.0008437141,0.00030346093,0.00048653723,0.0017836505,0.0014809016,0.00063735864,0.00088578835],"category_scores_gemma":[0.00073238264,0.0007711103,0.000490811,0.0013287262,0.0009346134,0.00049588183,0.0014422565,0.0008104047,0.0022117882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040880646,0.0017803303,0.3373986,0.0023278538,0.00043079272,0.0020145949,0.011486247,0.0011742902,0.12711418,0.010102419,0.49603966,0.009722255],"study_design_scores_gemma":[0.0009745319,0.00012787331,0.3784999,0.00048603653,0.00024002253,0.000065404,0.0009729988,0.0012607299,0.0014298739,0.000117178075,0.6149504,0.0008750562],"about_ca_topic_score_codex":0.0014495637,"about_ca_topic_score_gemma":0.000051289986,"teacher_disagreement_score":0.1256843,"about_ca_system_score_codex":0.0010459074,"about_ca_system_score_gemma":0.0001834162,"threshold_uncertainty_score":0.999474},"labels":[],"label_agreement":null},{"id":"W4387651499","doi":"10.20944/preprints202310.0492.v1","title":"The hydrological impacts of large-scale mining operations: A social and environmental perspective","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Water Resource Management and Quality","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":"Queen's University","funders":"","keywords":"Government (linguistics); Stewardship (theology); Business; Environmental resource management; Scale (ratio); Population; Perspective (graphical); Natural resource; Water resources; Consumption (sociology); Environmental planning; Environmental economics; Environmental science; Geography; Political science; Computer science; Economics; Ecology; Cartography; Sociology","score_opus":0.10432477760239198,"score_gpt":0.3419756726352491,"score_spread":0.2376508950328571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387651499","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":[0.99342066,0.000045783097,0.000030577186,0.0012521157,0.00008346933,0.0005099123,0.000047283378,0.00006173208,0.004548493],"genre_scores_gemma":[0.997876,0.00010637772,0.00007071313,0.000079425714,0.00006947804,0.000084744686,0.000027718554,0.000020283267,0.0016652985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979778,0.00025196924,0.000346998,0.0006936536,0.00038314622,0.00034645642],"domain_scores_gemma":[0.9992362,0.00007809473,0.00014443157,0.00045840486,0.000004860622,0.00007799039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001237946,0.00022556444,0.000258231,0.000031725507,0.00045279454,0.00003771074,0.00046557447,0.00017248571,0.00074159086],"category_scores_gemma":[0.000105434534,0.00017025085,0.00013031483,0.00007183394,0.00052502594,0.000067207024,0.0057563046,0.00038232855,0.00044118922],"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":[0.00004538414,0.00013595575,0.97492814,0.000020200054,0.00008558904,0.0000051516063,0.020254672,0.0010801496,0.0030081186,0.00021255222,0.0001238009,0.00010027278],"study_design_scores_gemma":[0.00024865047,0.00002081477,0.9850347,0.000015218293,0.00004632607,0.0000011648079,0.008423787,0.0019143622,0.0012742182,0.0015324017,0.001276296,0.00021207462],"about_ca_topic_score_codex":0.00077654305,"about_ca_topic_score_gemma":0.00037688488,"teacher_disagreement_score":0.011830886,"about_ca_system_score_codex":0.00021111098,"about_ca_system_score_gemma":0.000007659082,"threshold_uncertainty_score":0.81198996},"labels":[],"label_agreement":null},{"id":"W4392130063","doi":"10.37761/rsqp.v88i4.407","title":"EFICIENCIA DE LA HARINA DE CÁSCARA DE CACAO (THEOBROMA CACAO) EN LA REMOCIÓN DE TURBIDEZ DE AGUAS RESIDUALES DOMÉSTICAS","year":2022,"lang":"es","type":"article","venue":"Revista de la Sociedad Química del Perú","topic":"Water Resource Management and Quality","field":"Environmental Science","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":"PROTO Manufacturing (Canada)","funders":"","keywords":"Theobroma; SCARA; Horticulture; Biology; Computer science","score_opus":0.00827303824710908,"score_gpt":0.275026669102838,"score_spread":0.26675363085572895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392130063","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":[0.9814309,0.0031298164,0.0014410367,0.0015260659,0.000043174754,0.0006022353,0.000102756974,0.0002279718,0.011496067],"genre_scores_gemma":[0.9894533,0.0014981831,0.004408349,0.0019554629,0.00024861007,0.00014103859,0.000035440746,0.00013988135,0.0021196934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98681635,0.007859053,0.00082321436,0.0011993365,0.0010915714,0.0022104734],"domain_scores_gemma":[0.9959437,0.001857156,0.0004139766,0.0010614111,0.000024567124,0.0006991701],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012143801,0.0007281593,0.0007712499,0.0001453647,0.0014917017,0.0015636968,0.0019968865,0.0005730208,0.0012127085],"category_scores_gemma":[0.0008605676,0.0007905287,0.00063014106,0.0007153452,0.0016173571,0.000320472,0.0019071441,0.0017481087,0.000176869],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041516408,0.0016124141,0.74309963,0.0014854178,0.0005202319,0.0023169024,0.06573648,0.010698766,0.08695002,0.049815416,0.025763206,0.011586336],"study_design_scores_gemma":[0.0018824026,0.0002925507,0.67842543,0.00051658595,0.0011346737,0.0013469956,0.017920155,0.017392892,0.002090031,0.009049636,0.26783147,0.0021171768],"about_ca_topic_score_codex":0.006093725,"about_ca_topic_score_gemma":0.000046269826,"teacher_disagreement_score":0.24206828,"about_ca_system_score_codex":0.005608801,"about_ca_system_score_gemma":0.00062234927,"threshold_uncertainty_score":0.9998082},"labels":[],"label_agreement":null},{"id":"W4392618131","doi":"10.7818/ecos.2655","title":"Retos y oportunidades para la evaluación del estado ecológico en rios temporales","year":2024,"lang":"es","type":"article","venue":"Ecosistemas","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Political science","score_opus":0.03275384077868462,"score_gpt":0.30453102188293113,"score_spread":0.27177718110424653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392618131","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":[0.90429384,0.002144529,0.00011965166,0.0045599123,0.00048221988,0.0011134555,0.00009901022,0.00035176656,0.0868356],"genre_scores_gemma":[0.9724095,0.0003524455,0.00036462842,0.0002255152,0.00028026514,0.0001012347,0.00005086979,0.00007605671,0.026139503],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99584204,0.0008606907,0.0007668741,0.0010427932,0.0008320595,0.0006555435],"domain_scores_gemma":[0.9984733,0.00027546016,0.00016791979,0.000793282,0.000010632827,0.00027943705],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025691327,0.0005151828,0.00048745074,0.00016338432,0.00028086654,0.0010466216,0.00068670826,0.00026432963,0.0048606484],"category_scores_gemma":[0.0000724963,0.00045062206,0.00035748287,0.0004332814,0.00034012005,0.00049293705,0.00070683385,0.00040566447,0.00830829],"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":[0.00016133187,0.0017488134,0.68505204,0.011735797,0.001558311,0.0026364753,0.013111004,0.0014745672,0.0073084147,0.039421774,0.17718996,0.05860154],"study_design_scores_gemma":[0.00035708718,0.0001661354,0.28450596,0.00095267483,0.0003547117,0.000025443564,0.0008324942,0.006310284,0.00119736,0.0011556045,0.7032667,0.00087554444],"about_ca_topic_score_codex":0.00032158004,"about_ca_topic_score_gemma":0.000101450285,"teacher_disagreement_score":0.52607673,"about_ca_system_score_codex":0.000352311,"about_ca_system_score_gemma":0.0000395323,"threshold_uncertainty_score":0.9999904},"labels":[],"label_agreement":null},{"id":"W4394631131","doi":"10.17118/11143/20536","title":"La educación ambiental de los zapotecas : una opción para descolonizar la práctica pedagógica eurocéntrica en México","year":2023,"lang":"es","type":"article","venue":"Anthropologie des savoirs des Suds","topic":"Water Resource Management and Quality","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":"Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.06422831329179347,"score_gpt":0.37505421837474945,"score_spread":0.310825905082956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394631131","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":[0.9706706,0.00049483665,0.00051755924,0.0029716785,0.00033320326,0.0007195723,0.00012258335,0.0007223588,0.023447609],"genre_scores_gemma":[0.98949707,0.004878648,0.0013421298,0.00023795407,0.00020079811,0.00007418921,0.000062314786,0.00012638497,0.0035805127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99269986,0.0022992932,0.000752752,0.001334109,0.00079932547,0.0021146452],"domain_scores_gemma":[0.99683696,0.0013099603,0.00033702602,0.0009650729,0.00003358899,0.0005174144],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001990586,0.00081577915,0.0006905272,0.00033107848,0.0015272695,0.0005668041,0.0014397554,0.00061976287,0.0034392583],"category_scores_gemma":[0.00093096285,0.000760271,0.00038925116,0.00187551,0.01277254,0.00048416108,0.0022240141,0.0008829892,0.004057824],"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":[0.00041943576,0.0021346624,0.8869011,0.0010552747,0.00041129373,0.003601498,0.013520378,0.0011820217,0.006120629,0.0051587187,0.016562056,0.06293293],"study_design_scores_gemma":[0.0013141093,0.0011657513,0.8403451,0.00039751348,0.00037561046,0.00029406865,0.018376626,0.0014370985,0.008162489,0.0068589253,0.119710036,0.0015626671],"about_ca_topic_score_codex":0.0020642856,"about_ca_topic_score_gemma":0.00021599323,"teacher_disagreement_score":0.103147976,"about_ca_system_score_codex":0.0011382183,"about_ca_system_score_gemma":0.00011750344,"threshold_uncertainty_score":0.9997726},"labels":[],"label_agreement":null},{"id":"W4396508303","doi":"10.24850/j-tyca-2024-03-08","title":"El acceso y el suministro de agua rural en México y Brasil","year":2024,"lang":"es","type":"article","venue":"Tecnología y Ciencias del Agua","topic":"Water Resource Management and Quality","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":"","keywords":"Humanities; Political science; Rural sector; Rural area; Philosophy","score_opus":0.019109540796397644,"score_gpt":0.2887348497890943,"score_spread":0.26962530899269666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396508303","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":[0.9656325,0.0015764082,0.00063549244,0.0018413358,0.0006609354,0.0005683393,0.0000866466,0.0007202349,0.02827811],"genre_scores_gemma":[0.99023515,0.00026650593,0.00041527694,0.00092410314,0.00045047855,0.000051167728,0.000032820335,0.00007347486,0.007551044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949251,0.00038055936,0.0007641327,0.0012219466,0.0010000183,0.0017082551],"domain_scores_gemma":[0.99818367,0.00023821746,0.00017469827,0.0010044635,0.000017135428,0.00038183347],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016410964,0.00069154514,0.0005282493,0.00030988196,0.00048976997,0.0008229837,0.0020459495,0.0004568873,0.0030898245],"category_scores_gemma":[0.0001824966,0.00060968386,0.0003928674,0.0011002329,0.0011096699,0.000704242,0.00171405,0.00082907657,0.0063135787],"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":[0.00008319965,0.00058230467,0.8274908,0.00045872934,0.0002491616,0.00086316944,0.0076658633,0.000504326,0.03296012,0.0054682055,0.01619739,0.1074767],"study_design_scores_gemma":[0.00048602425,0.00032410375,0.91849446,0.00020252235,0.00022260575,0.00008156079,0.0027207343,0.0053353827,0.0076067066,0.0021301697,0.06134711,0.0010486309],"about_ca_topic_score_codex":0.0016172793,"about_ca_topic_score_gemma":0.00012692623,"teacher_disagreement_score":0.106428064,"about_ca_system_score_codex":0.0008826345,"about_ca_system_score_gemma":0.00010327924,"threshold_uncertainty_score":0.99963546},"labels":[],"label_agreement":null},{"id":"W4401573202","doi":"10.21704/rea.v23i1.2168","title":"EVALUACIÓN DE LA CALIDAD DEL AGUA DE LAS SUBCUENCAS ACHAMAYO Y SHULLCAS (JUNÍN-PERÚ) UTILIZANDO EL ÍNDICE DE CALIDAD CCME","year":2024,"lang":"es","type":"article","venue":"Ecología Aplicada","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Humanities; Art","score_opus":0.01434868430873693,"score_gpt":0.32355384375009705,"score_spread":0.3092051594413601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401573202","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":[0.96543944,0.0014099383,0.0008321109,0.0027999808,0.00037846982,0.00089488854,0.00013275795,0.0004179143,0.027694477],"genre_scores_gemma":[0.9861136,0.00041224522,0.0006450133,0.0020684802,0.00044106704,0.00020687656,0.000038136528,0.00012266578,0.009951933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99268395,0.002139852,0.000910952,0.0014362661,0.0008287982,0.0020001756],"domain_scores_gemma":[0.9965748,0.001547753,0.00020802519,0.00094321556,0.000019518695,0.00070667535],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006917349,0.0007428058,0.00075717224,0.00021557821,0.00059198495,0.0009579402,0.0012510909,0.0007088031,0.0054294956],"category_scores_gemma":[0.00056888425,0.00071344303,0.00050401327,0.0007501145,0.0009291691,0.00033045487,0.0010673378,0.0010872198,0.003921744],"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":[0.0002755201,0.0011651416,0.8425241,0.001103756,0.0005963008,0.002958993,0.0081666345,0.002494817,0.025039744,0.010432754,0.087412395,0.01782986],"study_design_scores_gemma":[0.0010894825,0.00032813195,0.49614522,0.00020172198,0.0005371492,0.00022496306,0.0008162879,0.0206768,0.006797867,0.004617219,0.46742648,0.001138694],"about_ca_topic_score_codex":0.004756848,"about_ca_topic_score_gemma":0.00056610524,"teacher_disagreement_score":0.38001406,"about_ca_system_score_codex":0.0019195022,"about_ca_system_score_gemma":0.00022650493,"threshold_uncertainty_score":0.9995317},"labels":[],"label_agreement":null},{"id":"W4401604605","doi":"10.24275/uama.128.10420","title":"Marco de resiliencia hidráulica urbana. Caso de aplicación Chihuahua, Méx.","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Water Resource Management and Quality","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":"Intertek (Canada)","funders":"","keywords":"Humanities; Art","score_opus":0.021737877227580672,"score_gpt":0.23138104175907837,"score_spread":0.2096431645314977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401604605","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0052890745,0.00002695101,0.00036197537,0.0008604409,0.00007337582,0.00044194664,0.000025003046,0.00040661215,0.9925146],"genre_scores_gemma":[0.014280353,0.000062490995,0.00058621814,0.0011063915,0.00017595466,0.000028121152,0.00004760066,0.000109412096,0.9836035],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973788,0.000052367926,0.00039740955,0.00080326904,0.0006236665,0.0007444786],"domain_scores_gemma":[0.99873656,0.000071550676,0.00014750342,0.00073500746,0.0000053303697,0.00030404],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00066302606,0.00044500624,0.00036508637,0.0001013669,0.00019038781,0.00007663056,0.0007224277,0.00034303658,0.017075593],"category_scores_gemma":[0.00002720525,0.00040458865,0.0002364556,0.00008920596,0.000281321,0.00007886126,0.0010490426,0.00042819028,0.016652783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085507956,0.00010033422,0.029661937,0.00016863697,0.00021304264,0.0006643101,0.0010788165,0.00024489788,0.0005700061,0.07255112,0.86507815,0.029583238],"study_design_scores_gemma":[0.00021573322,0.000057270594,0.027597414,0.000043239248,0.00008392904,0.000013365707,0.00003605121,0.00028431762,0.000116204785,0.025074815,0.9457623,0.00071538513],"about_ca_topic_score_codex":0.0015600034,"about_ca_topic_score_gemma":0.0011837397,"teacher_disagreement_score":0.08068411,"about_ca_system_score_codex":0.0005380448,"about_ca_system_score_gemma":0.000020587588,"threshold_uncertainty_score":0.9998406},"labels":[],"label_agreement":null},{"id":"W4402672689","doi":"10.32645/26028131.1248","title":"Valoración económica del agua de acuerdo con el uso","year":2023,"lang":"en","type":"article","venue":"Tierra Infinita","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Humanities; Philosophy","score_opus":0.029163921576187492,"score_gpt":0.27995104652619274,"score_spread":0.25078712495000527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402672689","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":[0.8467103,0.0000061406076,0.00008079534,0.000588746,0.00010885556,0.00015153133,0.000011160324,0.00023403372,0.15210843],"genre_scores_gemma":[0.9850486,0.000012157292,0.00020456288,0.00089303986,0.00007332289,0.000020206666,0.000029585302,0.000022386255,0.013696134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986769,0.0000767074,0.00021830386,0.00029725654,0.0002618346,0.0004689755],"domain_scores_gemma":[0.9993782,0.000052712076,0.00006237528,0.00037685363,0.0000038544654,0.0001260114],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005832051,0.0001507263,0.00014463019,0.000062500505,0.00014816158,0.00005112539,0.0003745314,0.000074032534,0.004931295],"category_scores_gemma":[0.000050152546,0.00014073988,0.00007320117,0.00034525897,0.00014565175,0.00015045184,0.00046513331,0.000133289,0.01852491],"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":[0.00007877972,0.00017220514,0.6432444,0.00006990789,0.000095323165,0.00016435148,0.0068285144,0.0032702729,0.0061568315,0.0019919036,0.29683432,0.041093208],"study_design_scores_gemma":[0.0006893778,0.00010290341,0.6749668,0.000016070064,0.000044372464,0.0000073913975,0.0006592271,0.006590665,0.0014903246,0.008425274,0.30642277,0.0005847959],"about_ca_topic_score_codex":0.00035077776,"about_ca_topic_score_gemma":0.00004029863,"teacher_disagreement_score":0.1384123,"about_ca_system_score_codex":0.00009212415,"about_ca_system_score_gemma":0.000007157627,"threshold_uncertainty_score":0.99597836},"labels":[],"label_agreement":null},{"id":"W4407948844","doi":"10.24850/j-tyca-2025-02-10","title":"Política hídrica en Veracruz, una mirada desde la coherencia vertical, la transparencia y el alfabetismo hídrico","year":2025,"lang":"es","type":"article","venue":"Tecnología y Ciencias del Agua","topic":"Water Resource Management and Quality","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":"Bishop's University","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.011209150754362825,"score_gpt":0.28121138425480013,"score_spread":0.2700022335004373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407948844","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":[0.8644741,0.00067048887,0.0020953084,0.003882,0.00030395982,0.0009359355,0.000057332498,0.00043246185,0.12714837],"genre_scores_gemma":[0.99310297,0.00040359842,0.00082874147,0.0015953335,0.00008037755,0.00010012573,0.000028450146,0.00006015306,0.0038002573],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99309325,0.001199159,0.0011210677,0.0016540923,0.0012030167,0.0017293834],"domain_scores_gemma":[0.9971206,0.0008790316,0.00019305904,0.0013370784,0.000045261208,0.0004249363],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015298895,0.0009077643,0.00088888383,0.00040675854,0.00070499105,0.00045598377,0.0023220133,0.00082108995,0.0020468342],"category_scores_gemma":[0.00045070873,0.0008436431,0.00040221342,0.0019225155,0.0019747447,0.00045205862,0.0011847155,0.001094723,0.0019288628],"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":[0.0006435427,0.0059342827,0.6124879,0.0012282218,0.0011950153,0.0013452081,0.011552122,0.0012525923,0.07967306,0.065600224,0.060563605,0.15852423],"study_design_scores_gemma":[0.0015798265,0.00027823343,0.80686945,0.00035805942,0.0004995277,0.000017844583,0.0008693309,0.0016811853,0.0063675833,0.0061449357,0.17410544,0.0012286186],"about_ca_topic_score_codex":0.0015917493,"about_ca_topic_score_gemma":0.00023564794,"teacher_disagreement_score":0.19438154,"about_ca_system_score_codex":0.0007971241,"about_ca_system_score_gemma":0.00017733379,"threshold_uncertainty_score":0.99940145},"labels":[],"label_agreement":null},{"id":"W4410039569","doi":"10.48204/semillaeste.v5n2.6770","title":"Diversidad de macroinvertebrados acuáticos y su importancia en el ecosistemas dulceacuícolas del Río Seco, Tortí, Panamá","year":2025,"lang":"es","type":"article","venue":"Revista Semilla del Este","topic":"Water Resource Management and Quality","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":"Tetra Tech (Canada); Ontario Tech University","funders":"","keywords":"Panama; Geography; Ecology; Biology","score_opus":0.007524708688976798,"score_gpt":0.2567967703933959,"score_spread":0.24927206170441907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410039569","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":[0.97349095,0.002041645,0.0009189078,0.0015783858,0.00030489298,0.0015217823,0.00020975614,0.00019557189,0.019738097],"genre_scores_gemma":[0.98373276,0.0013828697,0.00037493338,0.0021763383,0.0001702869,0.000053583015,0.00010708325,0.0000615299,0.011940586],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.994532,0.00065490365,0.0012169575,0.001359936,0.0008576052,0.0013786107],"domain_scores_gemma":[0.9972264,0.00024976532,0.00049118063,0.0014950931,0.00004016411,0.0004973788],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014666438,0.00083920377,0.0009873636,0.00021341653,0.0006357511,0.0007634354,0.0013814238,0.00039840324,0.0010282329],"category_scores_gemma":[0.00016705297,0.0008214727,0.0005832,0.00086250395,0.00033218833,0.00035223854,0.0017596958,0.00052019046,0.0005438456],"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":[0.00008564799,0.0002551682,0.95333403,0.0019498009,0.00042771013,0.00025256662,0.00094149524,0.00026365917,0.0020406332,0.0075939405,0.024171785,0.008683584],"study_design_scores_gemma":[0.0017989605,0.00017190298,0.48739398,0.0014771962,0.0012639664,0.000031521617,0.00084612623,0.012050728,0.0014301855,0.00058493373,0.49119365,0.0017568276],"about_ca_topic_score_codex":0.0015473345,"about_ca_topic_score_gemma":0.00017427918,"teacher_disagreement_score":0.46702188,"about_ca_system_score_codex":0.001564395,"about_ca_system_score_gemma":0.00011869938,"threshold_uncertainty_score":0.99988496},"labels":[],"label_agreement":null},{"id":"W6925440553","doi":"10.17613/yfwzm-6t220","title":"Locating Creative Agency in Archaeological Data Work","year":2025,"lang":"en","type":"article","venue":"Knowledge Commons (Lakehead University)","topic":"Water Resource Management and Quality","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":"McGill University","funders":"","keywords":"Agency (philosophy); Workflow; Operationalization; Work (physics); Control (management); Reflection (computer programming); Data management; Creativity","score_opus":0.06146780865252731,"score_gpt":0.2751134559060786,"score_spread":0.21364564725355129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6925440553","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":[0.540367,0.000043027463,0.0016779442,0.00039908453,0.000041631247,0.000139872,0.0000043277037,0.000045255318,0.4572819],"genre_scores_gemma":[0.9632089,8.0174846e-7,0.00013961468,0.000009420069,0.000010389911,9.565754e-7,0.000032099306,0.0000044288668,0.03659339],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867445,0.00030680347,0.00015593809,0.00046587386,0.00009783486,0.0002990908],"domain_scores_gemma":[0.9990516,0.00012695641,0.000040468232,0.0007061029,0.0000074043764,0.00006752177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036139291,0.00013941227,0.00017725192,0.00020140776,0.00019458884,0.000017332764,0.0012378739,0.000069807546,0.0006114851],"category_scores_gemma":[0.000071075876,0.00014089211,0.000037894482,0.0016735073,0.00039646807,0.00019626995,0.0038335612,0.00022662958,0.0003383658],"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":[0.00004456429,0.00024300453,0.96834236,0.000015866699,0.000014758507,0.00005891172,0.0016551417,0.00010530461,0.000022132275,0.0062921285,0.0045060012,0.018699821],"study_design_scores_gemma":[0.0004013305,0.0000152281555,0.7233977,0.00004972502,0.000020861571,2.3358888e-7,0.00029706527,0.00031710428,0.000020583626,0.00062346895,0.27470353,0.000153223],"about_ca_topic_score_codex":0.00043364934,"about_ca_topic_score_gemma":0.07045667,"teacher_disagreement_score":0.4228419,"about_ca_system_score_codex":0.00023819783,"about_ca_system_score_gemma":0.000015143813,"threshold_uncertainty_score":0.94650507},"labels":[],"label_agreement":null},{"id":"W6948676964","doi":"10.5281/zenodo.1217132","title":"eschnett/SimulationIO: SimulationIO 2.3.0","year":2018,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Water Resource Management and Quality","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":"Perimeter Institute","funders":"","keywords":"Function (biology); Context (archaeology); Process (computing); Component (thermodynamics); Identification (biology)","score_opus":0.029815670097096087,"score_gpt":0.2423213332864727,"score_spread":0.2125056631893766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6948676964","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005341794,0.00001817017,0.0023261255,0.00021052074,0.00011176971,0.000549738,0.00007892909,0.0013082757,0.9948623],"genre_scores_gemma":[0.034943532,0.000023498009,0.0005102766,0.00022520304,0.00061529066,6.122457e-8,0.0032231638,0.007456106,0.95300287],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99795806,0.00028802577,0.00024531494,0.0005810293,0.00055758795,0.00036995244],"domain_scores_gemma":[0.9989512,0.000012041405,0.00018665133,0.0006583911,0.00004336284,0.00014837537],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00052516285,0.00022680666,0.00017707288,0.00018456562,0.0012314805,0.00059065514,0.0010420186,0.00014761313,0.48416698],"category_scores_gemma":[0.00014321068,0.00023517705,0.00006565582,0.00042541523,0.0003250846,0.00012683641,0.0019367927,0.00017292296,0.18259744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012668259,0.000058533253,0.000029263134,0.000031732518,0.00003107113,0.0000035341377,0.00022111146,0.00036339514,0.000037972764,0.00032986482,0.981873,0.01700789],"study_design_scores_gemma":[0.00029745736,0.00007085522,0.0004851129,0.000029628383,0.000019833888,0.0000041454105,0.00003427498,0.0010406062,0.000013546087,0.00016851004,0.997564,0.000272028],"about_ca_topic_score_codex":0.00012788626,"about_ca_topic_score_gemma":0.0000036836386,"teacher_disagreement_score":0.30156955,"about_ca_system_score_codex":0.00018259278,"about_ca_system_score_gemma":7.007616e-7,"threshold_uncertainty_score":0.9590242},"labels":[],"label_agreement":null},{"id":"W6948830184","doi":"10.5281/zenodo.10716771","title":"Introducing spatial availability, a singly-constrained competitive-access accessibility measure","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Water Resource Management and Quality","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":true,"ca_institutions":"McMaster University","funders":"","keywords":"Measure (data warehouse); Key (lock); Usability; Spatial analysis; Land use","score_opus":0.03790030553393167,"score_gpt":0.26593373353573735,"score_spread":0.22803342800180568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6948830184","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007723992,0.000041839376,0.0020242783,0.0007114761,0.00021079823,0.0008281937,0.0002978155,0.0015750858,0.99353814],"genre_scores_gemma":[0.37364998,0.000047015055,0.000641595,0.00041512665,0.0014471249,4.167634e-7,0.0034457506,0.014892127,0.6054609],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99675095,0.00060925103,0.00035296343,0.0011345892,0.00069476914,0.00045750453],"domain_scores_gemma":[0.9987157,0.000014270358,0.0001814015,0.0008530996,0.000053291453,0.00018226705],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013782501,0.0003099446,0.00029487253,0.00020147105,0.0006711009,0.001659897,0.0017796236,0.00014804496,0.2966588],"category_scores_gemma":[0.00040252833,0.0002987917,0.00010243345,0.0005279755,0.0006131078,0.00019825772,0.005523231,0.00046629,0.048151948],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038517395,0.00015700053,0.000074148265,0.00033482612,0.000074579075,0.000020504966,0.00053387234,0.00001674958,0.00028861267,0.00039741563,0.9510979,0.04696587],"study_design_scores_gemma":[0.00026287272,0.000065314474,0.0006584923,0.0001297781,0.00004156814,0.000008520822,0.00010119427,0.00010426439,0.00006355534,0.0002700234,0.9979679,0.0003265425],"about_ca_topic_score_codex":0.00076442276,"about_ca_topic_score_gemma":0.000024710609,"teacher_disagreement_score":0.38807726,"about_ca_system_score_codex":0.00034404985,"about_ca_system_score_gemma":0.0000023017965,"threshold_uncertainty_score":0.9999464},"labels":[],"label_agreement":null},{"id":"W6977377455","doi":"10.6084/m9.figshare.c.6940309","title":"Mutant p53 murine oviductal epithelial cells induce progression of high-grade serous carcinoma and are most sensitive to simvastatin therapy in vitro and in vivo","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Water Resource Management and Quality","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":"London Health Sciences Centre; Western University; University of Guelph","funders":"","keywords":"Simvastatin; Mevalonate pathway; Lovastatin; Serous fluid; Ovarian cancer; Statin; Ovarian carcinoma; In vivo; HMG-CoA reductase; Carcinogenesis","score_opus":0.020252139065483534,"score_gpt":0.24733840368385046,"score_spread":0.22708626461836692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977377455","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":[0.9131313,0.00016838698,1.656432e-7,0.00014361893,0.00003773492,0.0011905772,0.080217436,0.00004176241,0.0050690235],"genre_scores_gemma":[0.9876852,0.000011857692,0.00011192178,0.00011482574,0.00006245345,0.00008594159,0.0021436317,0.00012830563,0.00965585],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986393,0.0001124872,0.00021430038,0.00053290953,0.00025246025,0.00024854016],"domain_scores_gemma":[0.9995724,0.000031685136,0.00013194658,0.0001791499,0.000003655514,0.00008114421],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009459272,0.0002675271,0.00032776987,0.00016617667,0.000015786552,0.00003605378,0.00012003406,0.00013737282,0.012095921],"category_scores_gemma":[0.00002555361,0.00022081839,0.000024320476,0.00025478762,0.000040115672,0.000038904094,0.00046606068,0.00019455049,0.00016765125],"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":[0.00090024486,0.0007460264,0.0052798577,0.0034759645,0.000116313946,0.00314883,0.013404339,0.00011969115,0.31755006,0.000003546212,0.5966427,0.05861245],"study_design_scores_gemma":[0.0029326377,0.00045152026,0.07349803,0.008436544,0.00003075001,0.000021399208,0.0014086937,0.00024521904,0.63850015,0.0000748044,0.27277967,0.0016205829],"about_ca_topic_score_codex":0.0014191451,"about_ca_topic_score_gemma":0.00086589693,"teacher_disagreement_score":0.323863,"about_ca_system_score_codex":0.00006105968,"about_ca_system_score_gemma":0.00000560385,"threshold_uncertainty_score":0.98880714},"labels":[],"label_agreement":null},{"id":"W6992313185","doi":"","title":"La gestión del agua y el desarrollo de indicadores ambientales en México y Canadá: un análisis comparativo / The Development of Environmental Indicators for Water Management: A Comparative Analysis of Mexico and Canada","year":2012,"lang":"es","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Water resources; Sustainability; Environmental degradation; Environmental impact assessment; Climate change","score_opus":0.014997626446739418,"score_gpt":0.2285385552559701,"score_spread":0.2135409288092307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992313185","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":[0.98563695,0.0000131313855,0.00033850115,0.00005070682,0.000028439794,0.001007186,0.00045234582,0.00001286621,0.012459897],"genre_scores_gemma":[0.9975353,0.0011106494,0.0011211644,0.000050349885,0.000010209272,0.000013404018,0.00011851168,0.000016668804,0.000023766448],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972366,0.00059544394,0.00047594233,0.0004572671,0.0005617871,0.0006729621],"domain_scores_gemma":[0.9988333,0.00022758711,0.0003772454,0.00035214538,0.000008697886,0.0002009995],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00070573104,0.00039048612,0.0006068411,0.0028302532,0.0004263592,0.000037206944,0.0006739194,0.000120295816,0.00010361453],"category_scores_gemma":[0.0000062558606,0.00030554223,0.00017027011,0.0025376314,0.0007044723,0.00025764047,0.0008519472,0.0001800293,0.000002317616],"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":[0.00021743725,0.00056095264,0.9135579,0.0001743955,0.0038154742,0.0000144475,0.0748333,0.00049126014,0.00018602693,0.00043211394,0.000054810895,0.0056619085],"study_design_scores_gemma":[0.0008261222,0.00004895544,0.75021976,0.000032988588,0.0020473825,0.0000013464082,0.018484067,0.0003787341,0.014718369,4.5060068e-7,0.21289043,0.00035137407],"about_ca_topic_score_codex":0.56307405,"about_ca_topic_score_gemma":0.6175795,"teacher_disagreement_score":0.21283561,"about_ca_system_score_codex":0.000921123,"about_ca_system_score_gemma":0.0001020164,"threshold_uncertainty_score":0.9999397},"labels":[],"label_agreement":null},{"id":"W6999764153","doi":"","title":"Distribución y especiación de cu, zn, pb y cd en el rió mapocho","year":2017,"lang":"es","type":"other","venue":"Americanae (AECID Library)","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Fresh water; Potable water; Heavy metals","score_opus":0.009058959376250019,"score_gpt":0.24703293451610697,"score_spread":0.23797397513985696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999764153","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1444407,0.0005767624,0.0007671106,0.0050920337,0.0007131667,0.001092772,0.0006467817,0.00045417022,0.8462165],"genre_scores_gemma":[0.14156768,0.002180365,0.0025639194,0.0024174044,0.0020541917,0.00010148048,0.0005450837,0.0006522323,0.8479176],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947484,0.00058678497,0.00062740716,0.0016061822,0.0009335348,0.00149766],"domain_scores_gemma":[0.9953168,0.00014821398,0.0013648835,0.0024763166,0.0000054507805,0.00068835175],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037578752,0.0010722309,0.0011181926,0.00025620108,0.00051333674,0.00040681998,0.0032964419,0.00043546467,0.06451997],"category_scores_gemma":[0.00011154016,0.0010167357,0.0005064045,0.00045256733,0.0016925808,0.000918804,0.0022007218,0.0007128433,0.0099923005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041536867,0.00017742268,0.43121165,0.00007783489,0.00020882564,0.00017383961,0.00026756222,0.00001803312,0.00022759935,0.00071857247,0.5283343,0.038542792],"study_design_scores_gemma":[0.00030289812,0.000090070855,0.44656023,0.000118740965,0.000096485724,0.0000027942074,0.00008809676,0.000025093012,0.0003104379,0.00030306482,0.55133885,0.0007632649],"about_ca_topic_score_codex":0.063738786,"about_ca_topic_score_gemma":0.00021366871,"teacher_disagreement_score":0.06352512,"about_ca_system_score_codex":0.0003298509,"about_ca_system_score_gemma":0.00007453295,"threshold_uncertainty_score":0.9992283},"labels":[],"label_agreement":null},{"id":"W7001604575","doi":"","title":"La protection de la vie privée dans le secteur privé : des enjeux fondamentaux pour la pratique historienne et le patrimoine archivistique","year":2020,"lang":"fr","type":"article","venue":"Érudit documents and data repository (Érudit Consortium, University of Montreal)","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Miracle; Private life; Subject (documents); Work (physics)","score_opus":0.014904016568328111,"score_gpt":0.2229196855637553,"score_spread":0.2080156689954272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001604575","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":[0.9029682,0.0012705735,0.027597392,0.011149163,0.00014184177,0.0012427687,0.0005570155,0.0001467295,0.05492626],"genre_scores_gemma":[0.9877286,0.0018636817,0.0028671005,0.000113229624,0.00009328513,0.0000048169363,0.00021443993,0.000034807097,0.0070800306],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953727,0.0023975961,0.00043745255,0.00097651104,0.00037631666,0.00043939365],"domain_scores_gemma":[0.9980087,0.00029155973,0.00052688195,0.00073690416,0.000035504487,0.000400441],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011844472,0.0003854058,0.000443384,0.00006991199,0.00069345994,0.00015459285,0.0008108402,0.00023576233,0.00008498501],"category_scores_gemma":[0.0001669729,0.00044890746,0.00011360466,0.00019273117,0.0015800633,0.001053566,0.0016078242,0.0004986134,0.000017651611],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034829977,0.007611765,0.34499165,0.005238369,0.002613102,0.008859641,0.04060232,0.0023138584,0.15410891,0.044199586,0.118948326,0.26702946],"study_design_scores_gemma":[0.0030277208,0.00031756918,0.10918763,0.00024500643,0.0003820239,0.0002064489,0.0032992135,0.0015969805,0.0028149812,0.0012862426,0.8770231,0.00061309163],"about_ca_topic_score_codex":0.07642016,"about_ca_topic_score_gemma":0.018050743,"teacher_disagreement_score":0.75807476,"about_ca_system_score_codex":0.00078217185,"about_ca_system_score_gemma":0.00029854267,"threshold_uncertainty_score":0.99986726},"labels":[],"label_agreement":null},{"id":"W7008095430","doi":"","title":"Aprovechamiento de residuos vegetales para la eliminación de cobre presente en medios acuosos mediante biosorción","year":2018,"lang":"es","type":"dissertation","venue":"Tesis Doctorals en Xarxa (Consorci de Serveis Universitaris de Catalunya)","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universidad de Granada; Ministerio de Ciencia e Innovación; University of Ottawa","keywords":"Persona; Urban waste; Human health","score_opus":0.01684360546379516,"score_gpt":0.28201073581317054,"score_spread":0.2651671303493754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008095430","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":[0.9846829,0.00091127085,0.0003716285,0.0018705614,0.00024853792,0.0017371619,0.0007891736,0.00042087937,0.00896785],"genre_scores_gemma":[0.9768758,0.0017947103,0.002607225,0.00048448608,0.00049586315,0.000099424586,0.0021088282,0.00025014428,0.015283513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98984635,0.002732842,0.0011468349,0.0020982882,0.0014926885,0.0026829815],"domain_scores_gemma":[0.99457294,0.0011896604,0.0009890948,0.0017659592,0.00015632564,0.0013260524],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0036703385,0.0016023255,0.0014197099,0.0008247492,0.0009125387,0.0005235836,0.003437384,0.0018933126,0.0023296748],"category_scores_gemma":[0.0006979863,0.001783184,0.00083194824,0.0011122123,0.0012385658,0.0012003441,0.0012713588,0.0014328595,0.0011444853],"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":[0.0025536793,0.0018208147,0.7147858,0.004452331,0.0031547535,0.0033697118,0.074460395,0.00088443817,0.13147053,0.0034151713,0.054807402,0.0048249452],"study_design_scores_gemma":[0.0039008786,0.00080913975,0.71960557,0.0018971954,0.003594744,0.000176945,0.03271059,0.0036024076,0.1392704,0.0017406356,0.08840002,0.0042914897],"about_ca_topic_score_codex":0.019209145,"about_ca_topic_score_gemma":0.004612412,"teacher_disagreement_score":0.041749805,"about_ca_system_score_codex":0.0035573554,"about_ca_system_score_gemma":0.0005192597,"threshold_uncertainty_score":0.9996725},"labels":[],"label_agreement":null},{"id":"W7011488551","doi":"","title":"Mejoramiento del servicio de agua a nivel parcelario con un sistema de riego en el centro poblado Marayhuaca, distrito de Incahuasi, provincia Ferreñafe, departamento Lambayeque","year":2022,"lang":"es","type":"dissertation","venue":"renati","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Agriculture; Social impact; Rural development; Water supply","score_opus":0.008096066728604181,"score_gpt":0.2636472590487733,"score_spread":0.2555511923201691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011488551","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":[0.98932356,0.00052454736,0.0012729209,0.00061706774,0.0002459608,0.0020861735,0.0004234625,0.00017895343,0.0053273314],"genre_scores_gemma":[0.98134255,0.00028649127,0.0010410089,0.00071207393,0.00017304218,0.0004655712,0.0036141989,0.00016270959,0.012202323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9920654,0.0017446957,0.0011841491,0.001513084,0.001652611,0.0018400409],"domain_scores_gemma":[0.99712676,0.00024508644,0.00092332345,0.000983747,0.00005150966,0.0006695601],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022084084,0.0010389674,0.00093002233,0.00027295458,0.00096814067,0.0004073121,0.0017261689,0.0006251949,0.0018882726],"category_scores_gemma":[0.00021058842,0.0011096295,0.00045137704,0.00074424833,0.00020148496,0.00035976255,0.0010739265,0.0010773827,0.00022286172],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093589316,0.0020535036,0.9322454,0.0027623202,0.00074239855,0.0006838656,0.030666098,0.0027006343,0.012409396,0.002935454,0.0028066535,0.009058434],"study_design_scores_gemma":[0.0023766274,0.0004203584,0.930253,0.0005537622,0.00089731,0.000041640073,0.012179886,0.007877667,0.009172407,0.0016646978,0.03250442,0.0020582045],"about_ca_topic_score_codex":0.04139013,"about_ca_topic_score_gemma":0.010304106,"teacher_disagreement_score":0.031086024,"about_ca_system_score_codex":0.0053118723,"about_ca_system_score_gemma":0.00033106154,"threshold_uncertainty_score":0.9991354},"labels":[],"label_agreement":null},{"id":"W7011488942","doi":"","title":"Modelación matemática bi-dimensional de estructuras hidráulicas: Aplicación a modelos físicos de las bocatomas Chao - Virú, Achirana, Atacayán y Batea Comezango","year":2017,"lang":"es","type":"dissertation","venue":"renati","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Population; Work (physics); Context (archaeology); Growth model","score_opus":0.018560269478764234,"score_gpt":0.2828047403499581,"score_spread":0.2642444708711939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011488942","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":[0.9731387,0.00026928278,0.0007963362,0.0012927677,0.00028684526,0.0014155991,0.00030661668,0.00025367792,0.022240162],"genre_scores_gemma":[0.9825575,0.00014036312,0.0016592954,0.0004104509,0.00022812739,0.00021014735,0.0015335233,0.00018599496,0.01307464],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9935358,0.00046830688,0.0010715611,0.0016653283,0.0016519715,0.0016070186],"domain_scores_gemma":[0.9962484,0.00014305921,0.0009799589,0.0018709481,0.00006273411,0.0006948478],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001084087,0.0011704407,0.0010833703,0.0003210334,0.0017135525,0.0007645922,0.0020764763,0.0009522992,0.0014522851],"category_scores_gemma":[0.00013787762,0.001107056,0.00047845297,0.00030942087,0.00057370646,0.0006197995,0.0006350836,0.001059412,0.0017053451],"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":[0.0060442435,0.0068654977,0.19411927,0.012265927,0.0064110993,0.0021990305,0.047124963,0.26275542,0.09691038,0.11606086,0.056492403,0.1927509],"study_design_scores_gemma":[0.0034466006,0.00035463026,0.31207106,0.0012590992,0.0011273526,0.00012566912,0.0006127431,0.6145921,0.01575009,0.022173429,0.02448726,0.0039999587],"about_ca_topic_score_codex":0.006056171,"about_ca_topic_score_gemma":0.0012444783,"teacher_disagreement_score":0.35183668,"about_ca_system_score_codex":0.0010410869,"about_ca_system_score_gemma":0.00016784699,"threshold_uncertainty_score":0.9995861},"labels":[],"label_agreement":null},{"id":"W7017807598","doi":"","title":"Clasificación De La Calidad De Agua De La Región De Atacapi Utilizando Análisis Multivariado, En El Periodo 2019 – 2020.","year":2020,"lang":"en","type":"dissertation","venue":"Digital Repository Technical University of Cotopaxi (Universidad Técnica de Cotopaxi)","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Hydric soil; Water quality; Sampling (signal processing); Hydrology (agriculture); Resource (disambiguation); Quality (philosophy); Scale (ratio); Water resources","score_opus":0.00380448767551725,"score_gpt":0.2316501744213906,"score_spread":0.22784568674587335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017807598","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":[0.7983706,0.000098092765,0.0030873162,0.00024901234,0.00006775376,0.0007301075,0.00011515128,0.00040183423,0.19688016],"genre_scores_gemma":[0.977203,0.00023119063,0.0017405039,0.000083588835,0.00006814657,0.0000033290185,0.0003481072,0.000082182174,0.020239932],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99538124,0.0012694389,0.00050881907,0.0011134897,0.0007699484,0.00095708354],"domain_scores_gemma":[0.9966978,0.0009523964,0.0006173085,0.0008891965,0.00005743108,0.0007859077],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010586209,0.0006444558,0.0008824864,0.00021338133,0.0005263648,0.00031117018,0.0020983103,0.0013033241,0.00032715918],"category_scores_gemma":[0.00049124606,0.0008218963,0.0007668604,0.0006308047,0.0011566303,0.0006558249,0.00093652273,0.0013761736,0.000067252375],"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":[0.00951153,0.0041649984,0.5194201,0.0018222327,0.0014931064,0.022033738,0.024994502,0.0020849912,0.26222822,0.012324824,0.1237501,0.016171705],"study_design_scores_gemma":[0.0040748017,0.0007897264,0.5418992,0.0007047439,0.0012380161,0.0006042482,0.018246861,0.0028098193,0.008634919,0.0015859071,0.41687492,0.0025368321],"about_ca_topic_score_codex":0.0016750494,"about_ca_topic_score_gemma":0.00006942143,"teacher_disagreement_score":0.29312482,"about_ca_system_score_codex":0.0022037055,"about_ca_system_score_gemma":0.0004430237,"threshold_uncertainty_score":0.9999932},"labels":[],"label_agreement":null},{"id":"W7018936717","doi":"","title":"Evaluación de los recursos hídricos en cabecera de las subcuencas de las provincias de Andahuaylas y Chincheros: Inventario de fuentes de agua superficial","year":2013,"lang":"es","type":"report","venue":"Americanae (AECID Library)","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Statistical analysis; Christian ministry; Quarter (Canadian coin)","score_opus":0.01624023264397688,"score_gpt":0.27287465334133276,"score_spread":0.25663442069735587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018936717","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":[0.97625315,0.0014380828,0.0006425392,0.0018964886,0.00029893246,0.0021444284,0.00026405274,0.00045124476,0.016611105],"genre_scores_gemma":[0.9518721,0.0038912818,0.010314532,0.005771597,0.0018926224,0.0005500965,0.00059589295,0.0005588372,0.024553044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9880328,0.002681375,0.0015930069,0.002027805,0.0018243325,0.0038406777],"domain_scores_gemma":[0.99486786,0.00048716035,0.0012084286,0.0015871272,0.00004718706,0.0018022244],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002872931,0.0016494876,0.0016758472,0.00050400896,0.0007376627,0.0006380403,0.0026672464,0.0009813476,0.008600891],"category_scores_gemma":[0.00063784065,0.0016730519,0.0008285544,0.0012022627,0.0014883545,0.0014906051,0.0016686525,0.0020305663,0.00065558526],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017020061,0.0006722492,0.9124401,0.00042840358,0.0005309624,0.00067428127,0.006019037,0.00068358047,0.0022081714,0.00009850937,0.057184674,0.018889809],"study_design_scores_gemma":[0.0009762277,0.0007550272,0.89524096,0.00044098258,0.0008634623,0.0002480752,0.0015194427,0.002645234,0.0072929263,0.0012595492,0.08667177,0.0020863146],"about_ca_topic_score_codex":0.47952878,"about_ca_topic_score_gemma":0.0056599057,"teacher_disagreement_score":0.47386888,"about_ca_system_score_codex":0.0071593467,"about_ca_system_score_gemma":0.0037059367,"threshold_uncertainty_score":0.9996252},"labels":[],"label_agreement":null},{"id":"W7029279943","doi":"","title":"Implementación de un sistema de agua residual en el colegio ciudad de Montreal","year":2018,"lang":"es","type":"other","venue":"Institutional Repository of the National University Open and Distance UNAD (Universidad Nacional Abierta y a Distancia)","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Doors; Context (archaeology); Environmental degradation; Work (physics)","score_opus":0.011231997305231344,"score_gpt":0.24820509096283117,"score_spread":0.23697309365759983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029279943","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":[0.5872779,0.00012419294,0.0012572856,0.0021448121,0.00023062929,0.000937658,0.0015643319,0.000035111156,0.40642807],"genre_scores_gemma":[0.8856265,0.000065056316,0.000872013,0.0002857878,0.00021232119,0.000004315865,0.0001226807,0.000035941186,0.11277537],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99614966,0.0006184155,0.000399561,0.00082833244,0.0014124367,0.0005915758],"domain_scores_gemma":[0.9982548,0.00023901096,0.00064372626,0.00036101745,0.00015580363,0.0003456492],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010184121,0.00046753098,0.00047112908,0.00021607442,0.002207323,0.00016297145,0.002081486,0.0003554792,0.0007400947],"category_scores_gemma":[0.00011695956,0.00048217535,0.00029147512,0.00051054946,0.002227031,0.000597827,0.0014915406,0.0003369461,0.00005087638],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002534889,0.0009521954,0.23079881,0.00036636894,0.0009077073,0.0003715491,0.0023335696,0.000834728,0.0027864063,0.72209394,0.035503004,0.0005168607],"study_design_scores_gemma":[0.0023777748,0.00010456078,0.63104373,0.0004925919,0.0003289641,0.00010008292,0.002625379,0.00048117226,0.00043808485,0.0067779534,0.35452804,0.00070166826],"about_ca_topic_score_codex":0.00517901,"about_ca_topic_score_gemma":0.0035450647,"teacher_disagreement_score":0.71531594,"about_ca_system_score_codex":0.004382787,"about_ca_system_score_gemma":0.0010581731,"threshold_uncertainty_score":0.999763},"labels":[],"label_agreement":null},{"id":"W7034990088","doi":"","title":"What difference can fathers make?Early paternal absence comprises Peruvian children's growth","year":2013,"lang":"en","type":"article","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of California, San Diego; Department for International Development; Inter-American Development Bank; International Development Research Centre; Bernard van Leer Foundation; Brigham Young University; University of Oxford","keywords":"Psychosocial; Millennium Cohort Study (United States); Early childhood; Cohort; Psychological intervention; Child development; Cohort study","score_opus":0.02179029781604489,"score_gpt":0.2214409968145499,"score_spread":0.19965069899850502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034990088","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":[0.9781394,0.000008877034,0.00179091,0.0015212547,0.000053248696,0.0008105023,0.00008673975,0.00007416555,0.017514909],"genre_scores_gemma":[0.98639125,0.0005858418,0.0013279816,0.000056336787,0.000023029945,5.3129526e-7,0.00006167451,0.000020551372,0.011532809],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962513,0.00058094604,0.00017132347,0.0007879573,0.001188718,0.0010197856],"domain_scores_gemma":[0.99836725,0.00016853191,0.00016709656,0.00063097617,0.00011536256,0.0005507595],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004864617,0.00030662376,0.00036416718,0.00040139083,0.0010909147,0.00018481123,0.002287712,0.00010855678,0.002875357],"category_scores_gemma":[0.000028877686,0.00034810218,0.00022495595,0.00068223296,0.0022003881,0.0011572188,0.0027167136,0.00064518506,0.00017940323],"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":[0.00025240422,0.0002765405,0.97577834,0.000059010887,0.00011999956,0.00010447486,0.0068116835,0.00007369764,0.0012370645,0.0013569595,0.0018533298,0.012076484],"study_design_scores_gemma":[0.0010380322,0.00038764003,0.9674154,0.00008739172,0.00002858151,0.00000400607,0.014246032,0.0006958892,0.00006900275,0.0028048845,0.01280601,0.00041712463],"about_ca_topic_score_codex":0.039749797,"about_ca_topic_score_gemma":0.0042637107,"teacher_disagreement_score":0.035486087,"about_ca_system_score_codex":0.0003678627,"about_ca_system_score_gemma":0.00004107064,"threshold_uncertainty_score":0.9998971},"labels":[],"label_agreement":null},{"id":"W7039178932","doi":"","title":"A Letter from Indian Key, 1840","year":2021,"lang":"en","type":"article","venue":"Journal of International Crisis and Risk Communication Research","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Port (circuit theory); Key (lock); Quarter (Canadian coin); Closing (real estate)","score_opus":0.05163425798585098,"score_gpt":0.3570599039806936,"score_spread":0.3054256459948426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039178932","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":[0.96613353,0.000547794,0.00014441652,0.022240395,0.00006554061,0.000038800394,0.000009541216,0.000003165483,0.010816827],"genre_scores_gemma":[0.9908911,0.0049844906,0.0025697066,0.00059668435,0.00011436267,0.0000022001605,0.0000130896415,0.000005657145,0.0008227136],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99807054,0.0006540842,0.00030201042,0.00011190857,0.0007477014,0.00011376005],"domain_scores_gemma":[0.99906945,0.00023197175,0.00017251442,0.00029780818,0.00015169088,0.00007654061],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019515265,0.000053744916,0.00009627419,0.000094495634,0.00019929031,0.00017103895,0.00058060384,0.000036708534,0.0024934781],"category_scores_gemma":[0.00019180324,0.000042177766,0.000058941983,0.00015222219,0.0001278594,0.00021955716,0.0007570722,0.00047931637,0.00009208294],"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":[0.00009101873,0.00027376678,0.7049739,0.0000046788796,0.00021267514,0.000062415966,0.0049813055,0.00012447714,0.0007416286,0.00055334787,0.26605266,0.021928135],"study_design_scores_gemma":[0.00040055005,0.000030467027,0.29150006,0.000025664407,0.000012700233,0.000010821738,0.0018896585,0.00018092713,0.0009748506,0.0061935885,0.698711,0.00006973622],"about_ca_topic_score_codex":0.0015511771,"about_ca_topic_score_gemma":0.0003460816,"teacher_disagreement_score":0.4326583,"about_ca_system_score_codex":0.000085863634,"about_ca_system_score_gemma":0.000010815469,"threshold_uncertainty_score":0.9984184},"labels":[],"label_agreement":null},{"id":"W7046429556","doi":"","title":"Determinación de los niveles de plomo y cadmio en labiales en barra multimarca mediante espectrofotometría de absorción atómica según comercialización en Lima cercado","year":2017,"lang":"en","type":"dissertation","venue":"renati","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Cadmium; Atomic absorption spectroscopy; Graphite furnace atomic absorption; Statistical analysis; Graphite","score_opus":0.011483775864786185,"score_gpt":0.3051194661260923,"score_spread":0.29363569026130615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046429556","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":[0.9631813,0.0002032904,0.00019721464,0.00040440974,0.00023854713,0.0008542989,0.00016597573,0.00017330528,0.034581617],"genre_scores_gemma":[0.96609485,0.0007246608,0.002352834,0.00019251404,0.0004969201,0.00015185373,0.0007223649,0.00015879332,0.029105203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99558043,0.0008156663,0.0006329774,0.00091909594,0.00085415324,0.0011976562],"domain_scores_gemma":[0.9976404,0.00047207865,0.0005517328,0.00088045327,0.00002732542,0.00042806804],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001712621,0.0006986222,0.0007633389,0.00033640632,0.0004893407,0.00025790796,0.0017624935,0.00074464455,0.0020127678],"category_scores_gemma":[0.00086501834,0.0006935343,0.00028760324,0.0002471424,0.00024944294,0.00030547823,0.00037106278,0.0007759227,0.0005547497],"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":[0.001198564,0.0012081391,0.57304037,0.003733288,0.0010967072,0.0020149641,0.11868492,0.0006735149,0.12733327,0.0010421809,0.028561894,0.14141218],"study_design_scores_gemma":[0.0014166355,0.00021651326,0.8813723,0.00068912574,0.0004832446,0.0000463636,0.0022256856,0.0025299657,0.039875798,0.0017725622,0.06743597,0.0019358514],"about_ca_topic_score_codex":0.004439515,"about_ca_topic_score_gemma":0.00697744,"teacher_disagreement_score":0.3083319,"about_ca_system_score_codex":0.0019391193,"about_ca_system_score_gemma":0.00014527923,"threshold_uncertainty_score":0.9995516},"labels":[],"label_agreement":null},{"id":"W7067127175","doi":"","title":"Le monde des musées / World of museums","year":2020,"lang":"fr","type":"article","venue":"Érudit documents and data repository (Érudit Consortium, University of Montreal)","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Library and Archives Canada","funders":"","keywords":"Exhibition; Field (mathematics); Face (sociological concept); Perspective (graphical)","score_opus":0.02327855533722339,"score_gpt":0.21297491282713293,"score_spread":0.18969635748990954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067127175","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":[0.9213004,0.0072004506,0.000685543,0.010150282,0.00043202503,0.00077947386,0.0011601154,0.00008478608,0.05820692],"genre_scores_gemma":[0.97464126,0.0029231752,0.000923763,0.00012883812,0.00009382826,4.5452202e-7,0.00013923527,0.00002154618,0.02112792],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973213,0.00028692806,0.0005335825,0.00091984484,0.000504722,0.0004336271],"domain_scores_gemma":[0.9978474,0.00012611515,0.00059284986,0.0009948456,0.000038694572,0.00040010994],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031450382,0.00032678887,0.0005758788,0.00009229748,0.0005113702,0.00006046029,0.0011878072,0.00011933014,0.0005997319],"category_scores_gemma":[0.00004843587,0.0003818752,0.00012967412,0.00033508043,0.0019911928,0.0011635217,0.002369411,0.00019511626,0.000057802758],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020137238,0.0026451075,0.47054604,0.0034858473,0.0026546118,0.0024301922,0.008505364,0.0014534519,0.01862547,0.008478473,0.35581112,0.12335058],"study_design_scores_gemma":[0.002635103,0.00031166294,0.0984647,0.00030266555,0.0007578021,0.000021144204,0.0033828465,0.0012542289,0.0023436483,0.00040820715,0.8894746,0.0006434109],"about_ca_topic_score_codex":0.08598852,"about_ca_topic_score_gemma":0.029285422,"teacher_disagreement_score":0.53366345,"about_ca_system_score_codex":0.0001601186,"about_ca_system_score_gemma":0.00004801853,"threshold_uncertainty_score":0.9998633},"labels":[],"label_agreement":null},{"id":"W7067959362","doi":"","title":"New Ornamental Pear Rust in the Neighborhood","year":2012,"lang":"en","type":"other","venue":"eCommons (Cornell University)","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"PEAR; Rust (programming language); Ornamental plant; Trellis (graph); Feature (linguistics); Preliminary report","score_opus":0.02675071213600537,"score_gpt":0.18576259438404796,"score_spread":0.15901188224804258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067959362","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027329887,0.00003778552,0.00023764017,0.00014523575,0.000123685,0.00029968898,0.000013991769,0.00007513359,0.99633384],"genre_scores_gemma":[0.13701825,0.000022946924,0.000114254275,0.00015357487,0.00014635947,4.750584e-7,0.000028115915,0.00008460864,0.8624314],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886864,0.00017329257,0.00010593685,0.00033258772,0.00015404948,0.00036547857],"domain_scores_gemma":[0.9992349,0.000023256076,0.00010644544,0.00052199786,6.4705483e-7,0.0001127349],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018389225,0.00023164293,0.00018437981,0.00015255221,0.000069656526,0.0000339791,0.0009081732,0.00013818283,0.058832224],"category_scores_gemma":[0.0000025623085,0.00019434714,0.00010012046,0.0004226782,0.000096331416,0.000098736105,0.000525099,0.00027338514,0.004783946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013078976,0.0001530904,0.11965334,0.0000108947615,0.000031242416,0.00009080404,0.0005354694,0.00008094597,0.0000019112363,0.0021136985,0.87570494,0.0016105522],"study_design_scores_gemma":[0.0003785111,0.00001628734,0.026882298,0.00001652028,0.000045748562,0.0000017420689,0.0004976501,0.00002424784,0.0000011138362,0.00012101441,0.97175974,0.00025515066],"about_ca_topic_score_codex":0.0048872116,"about_ca_topic_score_gemma":0.00495483,"teacher_disagreement_score":0.13428526,"about_ca_system_score_codex":0.00018635692,"about_ca_system_score_gemma":0.0000059625677,"threshold_uncertainty_score":0.99599093},"labels":[],"label_agreement":null},{"id":"W7067991295","doi":"","title":"Nipi (Water) and its pawistik (falls) in Northern Manitoba: a dive into Eurocentric policies and the effects of hydro generation on the seasonal movements of a northern Indigenous community, Nisicawayāsihk Cree Nation","year":2022,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Indigenous; Traditional knowledge; Natural resource; Citizen journalism; Natural (archaeology); Cultural heritage; Livelihood; Power (physics)","score_opus":0.012949020427779921,"score_gpt":0.19461371751438947,"score_spread":0.18166469708660954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067991295","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":[0.9979118,0.00011210144,0.0000048302354,0.00027196872,0.000054773216,0.0009401094,0.000019536705,0.000008914841,0.0006759337],"genre_scores_gemma":[0.9993035,0.00013759827,0.0000056282233,0.000045350283,0.000013229487,0.0000045646725,0.0002102719,0.00001461905,0.000265226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981061,0.00070318097,0.0001761448,0.00022569872,0.00060427195,0.0001845815],"domain_scores_gemma":[0.99908745,0.00020699245,0.00037711937,0.0002588207,0.00003511755,0.00003451468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000631588,0.00020487857,0.00030268016,0.0001553954,0.00061379187,0.000022906997,0.00050787913,0.00008115777,0.000011982264],"category_scores_gemma":[0.000047446694,0.00015915626,0.000071963856,0.00024596188,0.00024230321,0.000105492625,0.00062652666,0.00032194672,0.000004889047],"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":[0.00088260596,0.0006904995,0.8177237,0.0011346546,0.0002927745,0.000019290745,0.16723454,0.000970428,0.0072911675,0.00036271833,0.00009659676,0.0033010305],"study_design_scores_gemma":[0.0018267554,0.0003713262,0.91016513,0.0001082157,0.00017857309,7.888735e-7,0.08334035,0.00090691313,0.0022129037,0.00042734304,0.00020130344,0.00026037954],"about_ca_topic_score_codex":0.05568111,"about_ca_topic_score_gemma":0.83191836,"teacher_disagreement_score":0.77623725,"about_ca_system_score_codex":0.00021230173,"about_ca_system_score_gemma":0.000011653624,"threshold_uncertainty_score":0.9506072},"labels":[],"label_agreement":null},{"id":"W7068036750","doi":"","title":"North American Clean Energy - Recurrent Energy Announces Commercial Operation of Six PV Projects in Ontario","year":2013,"lang":"en","type":"other","venue":"","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Clean energy; Energy (signal processing); Renewable energy; Clean technology; Electricity; Energy conservation","score_opus":0.019901654365019606,"score_gpt":0.2192877563841193,"score_spread":0.19938610201909968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7068036750","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11322618,0.0000105786385,0.00019403768,0.00007778655,0.0001245283,0.00024344503,0.000008406661,0.000047360376,0.8860677],"genre_scores_gemma":[0.3183079,0.00004942786,0.00027178772,0.00035445942,0.00008615106,0.00005564957,0.00024835882,0.00008170589,0.68054456],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985973,0.00012388651,0.0002986545,0.00038635303,0.00034400207,0.00024978828],"domain_scores_gemma":[0.999422,0.000008893606,0.00023290589,0.00027739545,0.0000031590293,0.000055636763],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009838559,0.00023536294,0.00033016296,0.00012011094,0.000029049243,0.000031788775,0.000312361,0.00006416764,0.009382778],"category_scores_gemma":[0.0000025720053,0.00018813995,0.000053409083,0.00020230372,0.00021988737,0.00007251715,0.00025871015,0.00010375514,0.0000917598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027231677,0.0003004478,0.3800679,0.000018297751,0.00003206497,0.0000031168158,0.0009108174,0.00018041841,0.000007651003,0.00051785586,0.5112663,0.106667906],"study_design_scores_gemma":[0.00016615547,0.00014434016,0.14057274,0.000020524476,0.000009918135,1.3564163e-7,0.00009933412,0.00019513346,0.000056309804,0.0000064808437,0.8584624,0.00026656062],"about_ca_topic_score_codex":0.9400538,"about_ca_topic_score_gemma":0.99677974,"teacher_disagreement_score":0.3471961,"about_ca_system_score_codex":0.0002246116,"about_ca_system_score_gemma":0.000016849946,"threshold_uncertainty_score":0.9915228},"labels":[],"label_agreement":null},{"id":"W7083083","doi":"","title":"Aportaciones de nitrógeno en regadío y problemática del lavado de nitrato","year":2011,"lang":"en","type":"article","venue":"","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Humanities; Philosophy","score_opus":0.022979395527875653,"score_gpt":0.21195784264077397,"score_spread":0.18897844711289832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7083083","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":[0.71494263,0.0000060226967,0.0023554072,0.00023122111,0.00001226425,0.00015104946,8.646762e-7,0.00009210293,0.28220844],"genre_scores_gemma":[0.97070813,0.0000059721597,0.011132214,0.00066268444,0.000024014973,0.000023897515,0.0000027754131,0.000013639243,0.017426671],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989454,0.00009125188,0.00017273623,0.00023412092,0.00017288607,0.00038356462],"domain_scores_gemma":[0.9995486,0.00001490137,0.000039403814,0.00025813997,0.000003064488,0.00013587992],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00057408604,0.000118231554,0.00009332228,0.000023703067,0.00009366004,0.00002404119,0.00028188832,0.000057320693,0.008903428],"category_scores_gemma":[0.000015457732,0.000095394076,0.00004788056,0.000106716936,0.00008674193,0.00012323921,0.00020302147,0.00008439611,0.0014122622],"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":[0.00003541748,0.00025078052,0.9666903,0.000029685481,0.000029828412,0.000047110192,0.007401367,0.00004704602,0.0057173357,0.006442238,0.010883007,0.002425879],"study_design_scores_gemma":[0.00071625505,0.00018044257,0.7912908,0.00002188657,0.000095388335,0.000032814998,0.0017788658,0.0010816054,0.042773362,0.045513824,0.11565013,0.0008645905],"about_ca_topic_score_codex":0.0022168376,"about_ca_topic_score_gemma":0.00034918982,"teacher_disagreement_score":0.26478177,"about_ca_system_score_codex":0.000080824844,"about_ca_system_score_gemma":0.0000063848997,"threshold_uncertainty_score":0.99936527},"labels":[],"label_agreement":null},{"id":"W7084026286","doi":"10.64628/aap.v3aeaqgxw","title":"Les menaces de Trump seront-elles le principal enjeu de l’élection au Canada ?","year":2025,"lang":"fr","type":"article","venue":"","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Principal (computer security); Context (archaeology); Perspective (graphical); Public policy","score_opus":0.016776447051016927,"score_gpt":0.2504952242563151,"score_spread":0.23371877720529816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084026286","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":[0.70955217,0.00026276684,0.0030753063,0.01887662,0.0003040664,0.00017363907,0.0000052222736,0.00003723589,0.26771295],"genre_scores_gemma":[0.7846456,0.00003970794,0.0005474827,0.00076000526,0.00006885156,0.000011440269,0.0000031125837,0.0000074945715,0.2139163],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983266,0.00025338886,0.0002280551,0.00032496243,0.00023571662,0.00063128903],"domain_scores_gemma":[0.99953735,0.000059576112,0.000053222433,0.00021357757,0.000004635938,0.00013165358],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006142212,0.00017887751,0.00014626303,0.000035585028,0.0004416656,0.00007172234,0.00027920707,0.000091745635,0.0025768047],"category_scores_gemma":[0.000026623897,0.0001752472,0.000055444198,0.00020032689,0.00017138706,0.0001276241,0.0002791811,0.00014394175,0.000053002746],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005896837,0.00032269128,0.78460324,0.00037140166,0.00017997726,0.00003537814,0.002488644,0.016766425,0.0033362817,0.055730812,0.07186964,0.06423656],"study_design_scores_gemma":[0.00032577658,0.000031517906,0.29807153,0.000049506703,0.00004934482,0.000002677386,0.0019098355,0.00512467,0.01761802,0.0012298787,0.6753487,0.0002385454],"about_ca_topic_score_codex":0.9927915,"about_ca_topic_score_gemma":0.9935975,"teacher_disagreement_score":0.603479,"about_ca_system_score_codex":0.0025438431,"about_ca_system_score_gemma":0.00037613243,"threshold_uncertainty_score":0.998335},"labels":[],"label_agreement":null},{"id":"W7119365305","doi":"","title":"Organizações comunitárias de prestação de serviço de água em Villavicencio (Colômbia) : repercussões, desafios e propostas para o fornecimento de água nas cidades","year":2022,"lang":"es","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Water supply; Politics; Community organization; Public service; Participatory action research; Service provider; Socioeconomic status; Collective action; Action research","score_opus":0.025735919047108827,"score_gpt":0.26454686189759813,"score_spread":0.23881094285048932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119365305","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":[0.9735172,0.00067643734,0.0010667092,0.0043741018,0.00066836784,0.002636591,0.0003195999,0.0007031908,0.016037825],"genre_scores_gemma":[0.9859489,0.0006738872,0.0047932547,0.0009062578,0.00060000154,0.001112943,0.0027573234,0.00032890507,0.002878483],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9867998,0.0031194251,0.002007633,0.0023914143,0.0026267534,0.0030550063],"domain_scores_gemma":[0.9941413,0.00053316174,0.001501773,0.0019274139,0.00034277042,0.0015535994],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.003682148,0.0017015565,0.0013753127,0.0007514121,0.0034351437,0.0014669307,0.0031055403,0.0015334499,0.0019330027],"category_scores_gemma":[0.0009938016,0.0018427692,0.0006877934,0.0018675355,0.00010801346,0.0009959223,0.0016351184,0.0023990795,0.00012460086],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0063351067,0.012812619,0.21303947,0.0070260167,0.0044111456,0.005803759,0.26769418,0.009938835,0.16942984,0.2773016,0.014389142,0.011818271],"study_design_scores_gemma":[0.0030331446,0.00060981,0.22631124,0.00087785744,0.001269926,0.0016663718,0.047913186,0.0031110696,0.017013667,0.0015560593,0.69318223,0.00345547],"about_ca_topic_score_codex":0.0003099451,"about_ca_topic_score_gemma":0.005898015,"teacher_disagreement_score":0.6787931,"about_ca_system_score_codex":0.007999606,"about_ca_system_score_gemma":0.0017071168,"threshold_uncertainty_score":0.9999024},"labels":[],"label_agreement":null},{"id":"W7132944225","doi":"","title":"IE – XIEN: “Los caminos de la casa del río”","year":2019,"lang":"es","type":"article","venue":"Repositorio Institucional UPTC","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Social life; Context (archaeology); Natural (archaeology); Quarter (Canadian coin)","score_opus":0.009273280806755156,"score_gpt":0.24689160785200387,"score_spread":0.2376183270452487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132944225","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":[0.84935683,0.00017683924,0.00009147587,0.00028980983,0.0014117099,0.000449209,0.000026993926,0.00007686457,0.14812028],"genre_scores_gemma":[0.9834177,0.00004145248,0.00047090242,0.00028719974,0.0008921277,0.000022159786,0.00002380307,0.00003634186,0.014808344],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99675477,0.00032791216,0.00051542383,0.00078219327,0.0009602479,0.00065947726],"domain_scores_gemma":[0.99864393,0.0001631284,0.00022069337,0.00065512565,0.000021453521,0.00029565976],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008283615,0.0003939154,0.00035123507,0.0000907925,0.00035280493,0.00039048737,0.0006219637,0.00030201528,0.0010670249],"category_scores_gemma":[0.000053291446,0.00037383984,0.00022512315,0.00026815257,0.00030249738,0.00035608836,0.0006090891,0.00042967795,0.0037497028],"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":[0.00011716427,0.00047813088,0.93929595,0.00023417437,0.00014316672,0.0004894461,0.0009635529,0.0032273093,0.017466897,0.02983467,0.0052444693,0.0025050456],"study_design_scores_gemma":[0.00066989573,0.00011029521,0.43745542,0.00014041839,0.0000841847,0.00016268475,0.00011455959,0.0009668163,0.0035757823,0.0001789835,0.55601573,0.0005252462],"about_ca_topic_score_codex":0.0010527973,"about_ca_topic_score_gemma":0.000019177007,"teacher_disagreement_score":0.55077124,"about_ca_system_score_codex":0.00072176155,"about_ca_system_score_gemma":0.00007943552,"threshold_uncertainty_score":0.9998714},"labels":[],"label_agreement":null},{"id":"W7133026642","doi":"","title":"Análisis socioeconómico y evaluación de la demanda de recurso hídrico en la cuenca media del rio Pamplonita del departamento Norte de Santander","year":2017,"lang":"es","type":"article","venue":"Repositorio Universidad Francisco de Paula Santander","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Plan (archaeology); Nova scotia; Poison control","score_opus":0.010105809185888357,"score_gpt":0.28601097199755504,"score_spread":0.27590516281166666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133026642","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":[0.9545801,0.0009092612,0.0075595286,0.0007837191,0.00057375844,0.000646307,0.00007887571,0.00016255947,0.03470585],"genre_scores_gemma":[0.9930691,0.0012329259,0.0018707942,0.00039150676,0.000752981,0.000026005378,0.000031874355,0.00013291187,0.0024918742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99243885,0.0021259787,0.00081024226,0.0013485467,0.0012935173,0.00198289],"domain_scores_gemma":[0.9953658,0.0010288494,0.0008044299,0.0017548644,0.000070671325,0.0009753842],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0039286255,0.00092752953,0.0008888964,0.00023481059,0.0023556792,0.0018218932,0.002018053,0.001049005,0.0007174123],"category_scores_gemma":[0.0003498565,0.00096906937,0.0005183385,0.00027325036,0.0011558469,0.001038606,0.0010760854,0.0010994697,0.00018567868],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035567497,0.0004150365,0.9600558,0.00016142234,0.00059905165,0.0020094586,0.013850842,0.0007294319,0.011749592,0.0006738469,0.006884663,0.0025151295],"study_design_scores_gemma":[0.0039449935,0.00019841266,0.8970353,0.0003696903,0.001506804,0.00053218537,0.0052264314,0.0036339236,0.006512068,0.0014384578,0.07796662,0.0016350952],"about_ca_topic_score_codex":0.005824362,"about_ca_topic_score_gemma":0.0012712636,"teacher_disagreement_score":0.07108196,"about_ca_system_score_codex":0.0039491705,"about_ca_system_score_gemma":0.0005046406,"threshold_uncertainty_score":0.9998745},"labels":[],"label_agreement":null},{"id":"W7133098933","doi":"","title":"Evaluación hidráulica y propuesta de optimización de un tramo del canal del barrio La Cabrera, situado en la calle 19 entre avenida 5 y 6, en la ciudad de San José de Cúcuta.","year":2017,"lang":"es","type":"article","venue":"Repositorio Universidad Francisco de Paula Santander","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Context (archaeology); Work (physics); Ven; Quarter (Canadian coin)","score_opus":0.007199152950436429,"score_gpt":0.25495361049239434,"score_spread":0.2477544575419579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133098933","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":[0.9404548,0.00042206253,0.0147079555,0.0011464352,0.00025044454,0.00079818105,0.00009402962,0.000170754,0.041955348],"genre_scores_gemma":[0.9884152,0.00034170967,0.004770388,0.00026380538,0.0005793992,0.00002785874,0.000027907334,0.00013043647,0.0054433234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9920009,0.0028821127,0.0007105856,0.0012752059,0.0011435937,0.0019876512],"domain_scores_gemma":[0.9960235,0.00059952843,0.00056803983,0.0014086411,0.00005516016,0.001345137],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0029925914,0.0009043997,0.0008077515,0.00020735881,0.0018443147,0.0013698994,0.0019327805,0.0010208099,0.00070399465],"category_scores_gemma":[0.00028767923,0.00094556087,0.000461135,0.000266995,0.00077076576,0.0006655257,0.0009848883,0.0012613371,0.00007294177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073757645,0.00066753296,0.9119006,0.00033409416,0.00081002706,0.010484951,0.025091322,0.014368737,0.0238876,0.000978954,0.0050854227,0.0056531904],"study_design_scores_gemma":[0.0069036246,0.00040737577,0.79383403,0.00060071825,0.0020645608,0.0028309494,0.007310346,0.030810725,0.014482047,0.00080879923,0.13720854,0.002738289],"about_ca_topic_score_codex":0.030079322,"about_ca_topic_score_gemma":0.0022323586,"teacher_disagreement_score":0.13212311,"about_ca_system_score_codex":0.004788458,"about_ca_system_score_gemma":0.00095336547,"threshold_uncertainty_score":0.99966675},"labels":[],"label_agreement":null},{"id":"W7155319525","doi":"","title":"Impacto del uso del medidor para agua potable, tipo ultrasónico, en la eficiencia del indicador Agua No Facturada en Empresas prestadoras del servicio de saneamiento en Perú","year":2024,"lang":"es","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"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":"","keywords":"Ile de france; Cost analysis; Quarter (Canadian coin)","score_opus":0.015386073610405445,"score_gpt":0.25925498142569886,"score_spread":0.2438689078152934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7155319525","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":[0.9533578,0.0013432179,0.000977359,0.0027181578,0.0015137392,0.002377218,0.0006399444,0.0007400133,0.036332548],"genre_scores_gemma":[0.9856352,0.00093291956,0.002177228,0.0005235966,0.0012042122,0.0006731091,0.0031285628,0.0003501263,0.005375051],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9846031,0.0028386328,0.002552888,0.0032755425,0.0038284208,0.0029014312],"domain_scores_gemma":[0.99305385,0.0014894706,0.0014114518,0.0018531726,0.0003795357,0.0018124959],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0034601388,0.0023841353,0.0017847365,0.0012671638,0.0017287346,0.0016548324,0.0036472587,0.002836482,0.0006934008],"category_scores_gemma":[0.0014893173,0.002227446,0.0010333466,0.0018637603,0.00016627893,0.0015566457,0.0014857578,0.0033299457,0.00079342636],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0077608465,0.014699678,0.19230448,0.016289394,0.008619128,0.008242668,0.3144851,0.024144769,0.19012666,0.15949316,0.029349819,0.034484316],"study_design_scores_gemma":[0.0021460387,0.00035872194,0.35031438,0.0013932523,0.0013937305,0.000984214,0.009069141,0.0067040995,0.0052363863,0.00033272966,0.6187707,0.003296592],"about_ca_topic_score_codex":0.0005621066,"about_ca_topic_score_gemma":0.002598933,"teacher_disagreement_score":0.5894209,"about_ca_system_score_codex":0.0043416973,"about_ca_system_score_gemma":0.0012729752,"threshold_uncertainty_score":0.99998456},"labels":[],"label_agreement":null}]}