{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":104,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":104,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"7d7b03183c8b","filters":{"topic":"Water Resource Management and Quality"}},"results":[{"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,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Olga Lucía Delgadillo-Vargas","is_ca":false},{"name":"Roberto García‐Ruiz","is_ca":false},{"name":"Jaime Forero-Álvarez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02040666006914142,"gpt":0.2091217439838398,"spread":0.1887150839146984,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001541874,0.0001360003,0.0001799537,0.0006420736,0.0009129137,0.001467349,0.0005410144,0.0004983119,0.00201524],"category_scores_gemma":[0.0005193727,0.000115805,0.0002085696,0.001444192,0.000953197,0.0005546078,0.000640187,0.0004534744,0.00007671197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009087999,"about_ca_system_score_gemma":0.0030183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7776702,"about_ca_topic_score_gemma":0.8874739,"domain_scores_codex":[0.9998742,0.00001658184,0.000005013029,0.0000187638,0.00001424826,0.00007103976],"domain_scores_gemma":[0.9998115,0.0000366404,0.00005432252,0.000006344308,0.00004286373,0.00004831185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007236756,0.0003023644,0.9327219,0.0001620871,0.0001747526,0.003633777,0.007529896,0.005258637,0.004183132,0.006399758,0.002312789,0.03659721],"study_design_scores_gemma":[0.00001187974,0.00002717499,0.97896,0.00003155367,0.00005076573,0.0002020276,0.01332505,0.001633198,0.0004386414,0.0003631208,0.004938662,0.00001796296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967459,0.0004774461,0.00002276122,0.000249211,0.000002017547,0.000004200248,0.000214569,0.000002008037,0.002281899],"genre_scores_gemma":[0.9989747,0.0002208938,0.00004273639,0.00001583317,0.000001167945,0.000001600663,0.0001029025,0.000001142429,0.0006390419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7776702,"threshold_uncertainty_score":0.4472783,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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","authors":[{"name":"Paúl Carrión-Mero","is_ca":false},{"name":"Fernando Morante-Carballo","is_ca":false},{"name":"Valery Vargas-Ormaza","is_ca":false},{"name":"Boris Apolo-Masache","is_ca":false},{"name":"María Jaya-Montalvo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02108447495546093,"gpt":0.2460483305425779,"spread":0.224963855587117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006807133,0.000389997,0.0001792888,0.001474841,0.00123971,0.002575454,0.001116744,0.0006611802,0.003552408],"category_scores_gemma":[0.001164964,0.0001266424,0.0002892648,0.001615718,0.0017923,0.001214106,0.001585674,0.0003844929,0.00009259721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003788161,"about_ca_system_score_gemma":0.001760318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02654142,"about_ca_topic_score_gemma":0.02778644,"domain_scores_codex":[0.9997012,0.0001970159,0.00001055812,0.00002974093,0.00002622751,0.00003514686],"domain_scores_gemma":[0.9997113,0.0001587892,0.00003553745,0.00001344488,0.00004498567,0.00003594909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008677226,0.0003418108,0.04728947,0.0003801233,0.00007558645,0.008209364,0.03488597,0.1701391,0.001543942,0.687227,0.002929356,0.04689151],"study_design_scores_gemma":[0.0001029792,0.000289244,0.03998244,0.0005289285,0.000117488,0.001349131,0.1983704,0.5134777,0.0007223404,0.1540373,0.09095683,0.00006530025],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8453413,0.0008749856,0.05332152,0.004024506,0.00005834758,0.0004285909,0.0006277672,0.00005891086,0.09526414],"genre_scores_gemma":[0.990148,0.0002351645,0.007883186,0.00002865376,0.000004345451,0.0001658322,0.00007681428,0.000003941352,0.001454018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02654142,"threshold_uncertainty_score":0.05277383,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Alex Latta","is_ca":true},{"name":"Jimena Sasso","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008269753679490188,"gpt":0.2275457704366208,"spread":0.2192760167571307,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008970184,0.0002003807,0.0002212691,0.0007158585,0.003150564,0.003227697,0.0004975636,0.0007410125,0.004496939],"category_scores_gemma":[0.001497457,0.0001062852,0.0001404343,0.001281824,0.00654034,0.002041006,0.003184696,0.0008760974,0.0001442813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003848356,"about_ca_system_score_gemma":0.00213139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02795115,"about_ca_topic_score_gemma":0.06677682,"domain_scores_codex":[0.9995391,0.0002578591,0.00001021015,0.00004764658,0.00003804038,0.0001071594],"domain_scores_gemma":[0.9994142,0.000251234,0.00015367,0.00003653793,0.00006505773,0.0000792401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002609768,0.0001114442,0.1153764,0.0007116773,0.00005177355,0.00293258,0.555472,0.0003688158,0.001522532,0.2040092,0.008024991,0.1111577],"study_design_scores_gemma":[0.00002792255,0.0001143276,0.1377479,0.0009359281,0.00004429298,0.001004742,0.5478057,0.0002509871,0.0005950389,0.02419558,0.2872403,0.00003738428],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8904191,0.02374048,0.001509559,0.02529565,0.0002085061,0.00002745967,0.0001178057,0.00001770538,0.05866381],"genre_scores_gemma":[0.9891765,0.004840245,0.0002369627,0.0005775167,0.00006681259,0.00002497421,0.00002180398,0.000008589093,0.005046685],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02795115,"threshold_uncertainty_score":0.05557692,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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","authors":[{"name":"Rebeca González Villela","is_ca":false},{"name":"Martín José Montero-Martínez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01843303291290889,"gpt":0.2486434527851104,"spread":0.2302104198722015,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001919467,0.0001626832,0.0001449713,0.0006300065,0.0003694348,0.0005270475,0.0001705816,0.0001906037,0.001967601],"category_scores_gemma":[0.0005913599,0.00006389455,0.0002455408,0.0009879966,0.0001505756,0.0002469137,0.0004169013,0.0002464071,0.00006883419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001070889,"about_ca_system_score_gemma":0.0005761555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1818802,"about_ca_topic_score_gemma":0.2609266,"domain_scores_codex":[0.999904,0.0000181099,0.00000601912,0.00002616273,0.00001646378,0.00002925895],"domain_scores_gemma":[0.9997873,0.00005116923,0.00007822738,0.000009340631,0.00005221847,0.00002185968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001933313,0.0001025456,0.9806101,0.0001011049,0.0001289997,0.0003703452,0.0005311409,0.001863728,0.001618333,0.0002882343,0.00234624,0.01184578],"study_design_scores_gemma":[0.000005500837,0.0000203207,0.9976099,0.000007291972,0.00002699794,0.00002103241,0.0002756746,0.0006829415,0.00009690138,0.00002433833,0.001225455,0.000003819982],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951882,0.0002342537,0.0001007959,0.0002435121,0.00001052847,0.0000141187,0.00248301,0.00001591258,0.00170961],"genre_scores_gemma":[0.9971215,0.0002493749,0.0001895061,0.00002282001,0.000009044934,0.00002714744,0.001662341,0.000004662424,0.0007135296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1818802,"threshold_uncertainty_score":0.361643,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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","authors":[{"name":"Juan Valente Megchún-García","is_ca":false},{"name":"Cesáreo Landeros-Sánchez","is_ca":false},{"name":"Alejandra Soto-Estrada","is_ca":false},{"name":"Juan Pablo Martínez-Dávila","is_ca":false},{"name":"Iouri Nikolskii-Gavrilov","is_ca":false},{"name":"Itzel Galaviz‐Villa","is_ca":false},{"name":"Fabiola Lango‐Reynoso","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01388829433957273,"gpt":0.2176694449704511,"spread":0.2037811506308784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000154897,0.0003383826,0.0002471907,0.0009357338,0.0008697419,0.0007790735,0.0003113728,0.0003596015,0.0003374573],"category_scores_gemma":[0.0002733401,0.0001736469,0.000154032,0.001309586,0.0004632282,0.0002187473,0.0003414649,0.0002323689,0.00004413676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00174653,"about_ca_system_score_gemma":0.001099943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2440269,"about_ca_topic_score_gemma":0.3603915,"domain_scores_codex":[0.9998202,0.00001478052,0.000009165484,0.00006122931,0.00005689706,0.00003786213],"domain_scores_gemma":[0.9998622,0.00002057759,0.00004568665,0.000004851106,0.00004905811,0.00001760467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001877023,0.0001919832,0.9560156,0.000143861,0.00008659247,0.001276625,0.002037082,0.0007426306,0.02799868,0.00006804439,0.0004176315,0.01083352],"study_design_scores_gemma":[0.000004864098,0.00004912846,0.9975597,0.000006527095,0.00001577312,0.00004813166,0.001080979,0.0002204315,0.0005530527,0.000006389408,0.0004511709,0.000003876466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993487,0.00007328178,0.00003508729,0.00002171449,0.000001589808,0.00001017906,0.0001791481,0.00000222763,0.0003280383],"genre_scores_gemma":[0.9978932,0.0002685845,0.0002944427,0.00003011352,0.000004005681,0.00003086297,0.0007320625,0.000001567269,0.0007451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2440269,"threshold_uncertainty_score":0.4852131,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Continental (Canada)","funders":"","keywords":"Political science","authors":[{"name":"Núria Bonada‬‬‬‬‬‬‬‬‬‬‬","is_ca":false},{"name":"María del Mar Sánchez‐Montoya","is_ca":false},{"name":"Núria Cid","is_ca":false},{"name":"Raúl Acosta","is_ca":false},{"name":"María Isabel Arce","is_ca":false},{"name":"Miguel Cañedo‐Argüelles","is_ca":false},{"name":"David Cunillera‐Montcusí","is_ca":false},{"name":"Paloma de las Heras","is_ca":false},{"name":"María Díaz‐Redondo","is_ca":false},{"name":"Zeynep Ersoy","is_ca":false},{"name":"José María Fernández‐Calero","is_ca":false},{"name":"Núria Flor Arnau","is_ca":false},{"name":"Pau Fortuño","is_ca":false},{"name":"Zeus Freixinos","is_ca":false},{"name":"Joan Gomà","is_ca":false},{"name":"Antonio López‐Pintor","is_ca":false},{"name":"María Jesús López-Rodríguez","is_ca":false},{"name":"Nieves López‐Rodríguez","is_ca":false},{"name":"Andrés Mellado‐Díaz","is_ca":false},{"name":"Jesús Miñano-Martínez","is_ca":false},{"name":"Felipe Morcillo","is_ca":false},{"name":"Antoni Munné","is_ca":false},{"name":"Marc Ordeix","is_ca":false},{"name":"Martí Piñero-Fernández","is_ca":false},{"name":"Guillermo Quevedo‐Ortiz","is_ca":false},{"name":"Neftalí Roblas","is_ca":false},{"name":"Pablo Rodríguez‐Lozano","is_ca":false},{"name":"José Rovira","is_ca":false},{"name":"Carlota Sánchez‐Campaña","is_ca":false},{"name":"Judit Sánchez-Nogueras","is_ca":true},{"name":"María Soria","is_ca":false},{"name":"María Luisa Suárez Alonso","is_ca":false},{"name":"José Manuel Tierno de Figueroa","is_ca":false},{"name":"María Rosario Vidal‐Abarca Gutiérrez","is_ca":false},{"name":"Dolors Vinyoles","is_ca":false},{"name":"Francesc Gallart","is_ca":false},{"name":"Narcı́s Prat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03275384077868462,"gpt":0.3045310218829311,"spread":0.2717771811042465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003975448,0.0009609262,0.000779143,0.002771183,0.0009146677,0.002080572,0.001076117,0.0007217185,0.0023685],"category_scores_gemma":[0.005764402,0.0004724291,0.001128483,0.003823703,0.001255023,0.00141848,0.001532867,0.0007350561,0.0004718775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001639487,"about_ca_system_score_gemma":0.001299623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02062215,"about_ca_topic_score_gemma":0.04348319,"domain_scores_codex":[0.9969854,0.0008495274,0.0002213105,0.0006191517,0.001136113,0.0001885655],"domain_scores_gemma":[0.9946737,0.001316838,0.001632005,0.0004097068,0.001748586,0.0002191969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006966345,0.0001198701,0.7858777,0.001723372,0.0006407552,0.0005735242,0.005317494,0.005606818,0.04487505,0.002296566,0.001024602,0.1512476],"study_design_scores_gemma":[0.00001550596,0.0005995752,0.9551986,0.0004133352,0.000543408,0.0005159157,0.006180184,0.007723141,0.01076267,0.002621885,0.01530064,0.0001250533],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.944655,0.006229162,0.03394232,0.0002361413,0.0001438961,0.0003377794,0.001815658,0.0002182526,0.01242173],"genre_scores_gemma":[0.9564238,0.003188104,0.03256066,0.0001128033,0.00007333251,0.000593032,0.001170909,0.0001230461,0.005754426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02062215,"threshold_uncertainty_score":0.04100424,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Art","authors":[{"name":"César Armando Alvarado Batres","is_ca":false},{"name":"Marco Barahona-Palomo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08414659952221169,"gpt":0.4137858024877628,"spread":0.3296392029655511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005446671,0.0006284344,0.0006863569,0.0008343196,0.0003418441,0.001070271,0.0003449816,0.0005151397,0.0007507199],"category_scores_gemma":[0.0009231986,0.0002026395,0.0005257885,0.001024185,0.0004271136,0.0005589555,0.000430554,0.0002923007,0.0002022993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007888908,"about_ca_system_score_gemma":0.0006043398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01470991,"about_ca_topic_score_gemma":0.03695688,"domain_scores_codex":[0.9991964,0.0001393618,0.00007569032,0.0002289343,0.0002726444,0.00008706222],"domain_scores_gemma":[0.9991065,0.0002320047,0.0002427695,0.00005104751,0.0003045793,0.00006319453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002354742,0.000266553,0.2835055,0.001047661,0.0002902272,0.0002724561,0.001866405,0.001371028,0.6581405,0.0001490546,0.0001338533,0.05060202],"study_design_scores_gemma":[0.00003691384,0.004929773,0.8342626,0.000087876,0.000311211,0.0003021488,0.002574211,0.001969273,0.1475322,0.000118766,0.007833285,0.00004174621],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976898,0.0006121005,0.000574048,0.00001605621,0.00000598921,0.00002712347,0.0001562424,0.00001093462,0.0009076534],"genre_scores_gemma":[0.9934886,0.0007280477,0.002293047,0.00002860777,0.00001083994,0.00008327135,0.0003640148,0.00002164667,0.002981891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01470991,"threshold_uncertainty_score":0.0292486,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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","authors":[{"name":"Bethy Merchán-Sanmartín","is_ca":false},{"name":"Maribel Aguilar-Aguilar","is_ca":false},{"name":"Fernando Morante-Carballo","is_ca":false},{"name":"Paúl Carrión-Mero","is_ca":false},{"name":"Jaime Guambaña-Palma","is_ca":false},{"name":"Diego Mestanza-Solano","is_ca":false},{"name":"Édgar Berrezueta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02406216559246368,"gpt":0.2490792594399938,"spread":0.2250170938475301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003524413,0.0004805232,0.0003128424,0.0004781491,0.0009547008,0.001170649,0.0007742229,0.00108797,0.002335118],"category_scores_gemma":[0.0006953895,0.0001962118,0.0003319941,0.0005202256,0.0004257243,0.0005316328,0.0006111786,0.0002788688,0.0002298628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009965668,"about_ca_system_score_gemma":0.0009309203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008260141,"about_ca_topic_score_gemma":0.01084628,"domain_scores_codex":[0.9995172,0.0002097347,0.00002202781,0.00007057501,0.000077312,0.0001030795],"domain_scores_gemma":[0.9997147,0.000102015,0.00004591024,0.00002598368,0.00005863235,0.00005273604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001609091,0.004228158,0.125457,0.001540138,0.0002008611,0.04309414,0.005859748,0.5602301,0.09347181,0.01428164,0.002681933,0.1473454],"study_design_scores_gemma":[0.0005449896,0.00682618,0.08786638,0.0002281567,0.0002947269,0.005229281,0.03472605,0.7578352,0.05496484,0.004522203,0.04680101,0.0001610594],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983211,0.0001519645,0.01130932,0.000122346,0.000006462185,0.0001920467,0.00008835056,0.00005761925,0.004861019],"genre_scores_gemma":[0.9893537,0.0001815634,0.007047066,0.00001258527,0.000003370379,0.00009752269,0.00004889805,0.000009896031,0.003245391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008260141,"threshold_uncertainty_score":0.01642412,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Annetty Benavides","is_ca":false},{"name":"María Eugenia García Moreno","is_ca":false},{"name":"María A. Sosa","is_ca":false},{"name":"Soraya Puga","is_ca":false},{"name":"R. Lebgue T. Soto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01232727403941861,"gpt":0.3078888099888157,"spread":0.295561535949397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001740756,0.0002262893,0.0001357366,0.0004695549,0.0002753702,0.0004900629,0.0001808856,0.0001424033,0.0005627593],"category_scores_gemma":[0.0002844876,0.0000771932,0.0001352187,0.0005603365,0.00024585,0.0001032716,0.0001962481,0.0001690791,0.00009148885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008031868,"about_ca_system_score_gemma":0.0004369088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0851108,"about_ca_topic_score_gemma":0.1840055,"domain_scores_codex":[0.9999284,0.000008136218,0.000004169667,0.00002187211,0.00001959007,0.00001785334],"domain_scores_gemma":[0.9998547,0.00002580737,0.00003055829,0.00001082043,0.00005486803,0.0000233293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002242755,0.00005873289,0.9625192,0.0000436078,0.00005154588,0.000246219,0.0008534715,0.0003807279,0.01170589,0.00007944847,0.0001594654,0.02367735],"study_design_scores_gemma":[0.000004045546,0.000080386,0.9962187,0.000008601567,0.00002270014,0.00003992122,0.001201351,0.0003537855,0.001305689,0.00002546806,0.000735549,0.000003688662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990244,0.00007228357,0.0001031325,0.000009042044,0.000003548363,0.000004598851,0.0001955209,0.000006531731,0.0005809606],"genre_scores_gemma":[0.998845,0.0001113566,0.0002794027,0.000006977154,0.000002336599,0.000008027593,0.0002128842,0.00000176631,0.0005322863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0851108,"threshold_uncertainty_score":0.1692308,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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","authors":[{"name":"Yury Angélica Rodríguez","is_ca":false},{"name":"Yesica Paola Pérez","is_ca":false},{"name":"Laura Viviana Roa","is_ca":false},{"name":"Cesar Dionisio Jiménez‐Rodríguez","is_ca":false},{"name":"Hernán Darío Granda-Rodríguez","is_ca":false},{"name":"Miguel A. De Luque-Villa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02452934282493967,"gpt":0.266918570403747,"spread":0.2423892275788073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001535286,0.0001546775,0.0001831723,0.001602129,0.0003151126,0.0006548633,0.0002456426,0.0002221275,0.00137088],"category_scores_gemma":[0.0006308645,0.0000833197,0.0001688497,0.002195535,0.0002072796,0.0002285629,0.0003540925,0.0001293074,0.0001054418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001334687,"about_ca_system_score_gemma":0.0005322914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.314069,"about_ca_topic_score_gemma":0.4701773,"domain_scores_codex":[0.9998749,0.00001414879,0.000009491805,0.00003605661,0.0000250686,0.00004022743],"domain_scores_gemma":[0.9997702,0.00003984471,0.00007870969,0.0000108839,0.00005557378,0.00004486745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001125559,0.00004340465,0.9736012,0.0002094136,0.0000550591,0.0008144331,0.001743098,0.001467842,0.002067667,0.0002012878,0.001469707,0.01821434],"study_design_scores_gemma":[0.000001628965,0.000004597436,0.9976535,0.00001594877,0.000007117715,0.00005634355,0.0007928771,0.0005410278,0.00004361385,0.00001035262,0.0008688971,0.000004033255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954153,0.0005565015,0.0001064712,0.00006006153,0.000004798102,0.00001752109,0.002399388,0.00002136741,0.001418601],"genre_scores_gemma":[0.9981511,0.0002096973,0.0002750249,0.000005388522,0.000003498135,0.00001699497,0.0009997804,0.000003513528,0.0003349545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.314069,"threshold_uncertainty_score":0.6244818,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Marcia Lizeth Barrera-de-Calderón","is_ca":false},{"name":"Jaime Gárfias","is_ca":true},{"name":"Richard Martel","is_ca":true},{"name":"Javier Salas-García","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01818980201640893,"gpt":0.2770492346975209,"spread":0.2588594326811119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003236465,0.0002956136,0.0001842531,0.0003073792,0.0002805922,0.0006485679,0.000312181,0.0002123785,0.0006338653],"category_scores_gemma":[0.0007070639,0.00009169113,0.0002045091,0.0003668773,0.0004667889,0.0002044896,0.0003833327,0.0001375956,0.00008514215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001610111,"about_ca_system_score_gemma":0.0008758649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07566606,"about_ca_topic_score_gemma":0.1296681,"domain_scores_codex":[0.9998142,0.00004523989,0.000008742161,0.00005723005,0.00004338376,0.00003129501],"domain_scores_gemma":[0.9997503,0.00005247609,0.00008456044,0.00002144484,0.00005808628,0.00003313355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009506861,0.0002978956,0.8855334,0.0003208162,0.0002215712,0.0006863009,0.003783056,0.002684038,0.04144913,0.0006712495,0.0005922917,0.06280953],"study_design_scores_gemma":[0.00002537669,0.0006068526,0.9734547,0.00004395837,0.0001584382,0.0001338241,0.003567419,0.002756082,0.008552776,0.0001713005,0.01051387,0.00001538172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987879,0.0001634342,0.0001084693,0.00007185174,0.000004120226,0.000007260561,0.00007378884,0.00001575238,0.0007673628],"genre_scores_gemma":[0.9984955,0.0002843651,0.0003589776,0.00001653876,0.000008083721,0.0000118221,0.00007804357,0.000004359963,0.000742327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07566606,"threshold_uncertainty_score":0.1504513,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Gustavo Adolfo Muñoz Gaviria","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006952561821522729,"gpt":0.2656876401209627,"spread":0.25873507829944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008769981,0.0003818514,0.0003319134,0.001179819,0.002353544,0.005245525,0.0005318049,0.0004163736,0.005550141],"category_scores_gemma":[0.002402249,0.0002191675,0.0002724127,0.003249339,0.003639492,0.001875208,0.002775389,0.0009593456,0.0002679042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01090172,"about_ca_system_score_gemma":0.006720019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3130266,"about_ca_topic_score_gemma":0.4484236,"domain_scores_codex":[0.9989999,0.0003479497,0.00002404691,0.0001603461,0.0002461239,0.0002215775],"domain_scores_gemma":[0.9984738,0.0005512562,0.0001995536,0.0001358789,0.0004195072,0.00021998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007127679,0.0001244787,0.3406216,0.00221291,0.0001301368,0.002739136,0.2799069,0.003709502,0.0126338,0.1640369,0.01598044,0.1771914],"study_design_scores_gemma":[0.00002784831,0.000130618,0.5497128,0.0007522375,0.0001033626,0.0003272056,0.2400809,0.001121726,0.00205062,0.01045778,0.1951618,0.00007314611],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7852563,0.005736787,0.003483171,0.003468071,0.0001185614,0.0001081001,0.0009979147,0.00009883965,0.2007322],"genre_scores_gemma":[0.9928676,0.0008930388,0.0006281905,0.00007260552,0.00001203529,0.00002964557,0.00008526057,0.00002021504,0.005391412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3130266,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","authors":[{"name":"Ingo Gentes","is_ca":false},{"name":"Róger Madrigal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01214514960938451,"gpt":0.2567823569815479,"spread":0.2446372073721634,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001543036,0.0002200962,0.0001616876,0.0006902237,0.002054091,0.002714594,0.0009458894,0.0007183196,0.005289145],"category_scores_gemma":[0.003827158,0.0001628805,0.0001605383,0.001495302,0.001366325,0.0009396005,0.002138166,0.0005626659,0.0002778179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01037116,"about_ca_system_score_gemma":0.012557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4840554,"about_ca_topic_score_gemma":0.7133018,"domain_scores_codex":[0.999134,0.0003015532,0.00002803518,0.00007931594,0.0001543509,0.0003028539],"domain_scores_gemma":[0.9983683,0.0003511977,0.0003516629,0.0001500622,0.0004666654,0.0003121283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004687214,0.0003275487,0.5805592,0.0009647076,0.0001099816,0.003546011,0.06302875,0.01589846,0.0071541,0.03824895,0.01422447,0.2754691],"study_design_scores_gemma":[0.00003844979,0.0002965943,0.7251357,0.0005304186,0.0001021654,0.0002810131,0.1077971,0.009510671,0.001906618,0.004287106,0.1500608,0.00005330055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614052,0.001643472,0.0010401,0.007829911,0.00001963732,0.0001081497,0.0002837687,0.00006396884,0.02760592],"genre_scores_gemma":[0.9893515,0.0009570297,0.0008022271,0.0002617307,0.000009679386,0.00003575018,0.00008228319,0.00001078246,0.00848902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4840554,"threshold_uncertainty_score":0.9624757,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PROTO Manufacturing (Canada)","funders":"","keywords":"Theobroma; SCARA; Horticulture; Biology; Computer science","authors":[{"name":"Mark Gabriel Pinchi Del Aguila","is_ca":false},{"name":"Lady Sheyla Carranza Reátegui","is_ca":true},{"name":"Carmelino Almestar Villegas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00827303824710908,"gpt":0.275026669102838,"spread":0.266753630855729,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000548145,0.0005928692,0.0005923039,0.000262498,0.0002999021,0.000676555,0.0002882206,0.0004799339,0.0010697],"category_scores_gemma":[0.0007455479,0.0001694308,0.0004423113,0.0003257925,0.0004503476,0.000271816,0.000341498,0.000445657,0.0002048383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005814579,"about_ca_system_score_gemma":0.0004523517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005215146,"about_ca_topic_score_gemma":0.009051017,"domain_scores_codex":[0.999667,0.00007751091,0.00002353586,0.00008407576,0.00009189465,0.00005606783],"domain_scores_gemma":[0.9990847,0.0003245674,0.0002059478,0.00004232852,0.0001776608,0.0001647127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002171129,0.0001961026,0.01064608,0.000434796,0.00007730485,0.000231641,0.000344099,0.0003881973,0.977279,0.00005004364,0.00006424542,0.008117325],"study_design_scores_gemma":[0.00006588459,0.01507548,0.2632234,0.0001078318,0.0004144765,0.0003163936,0.001376062,0.001534334,0.7095334,0.00009713406,0.008183225,0.00007239693],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982138,0.0008152995,0.0001989811,0.00004650219,0.00001409208,0.00001675862,0.00008353664,0.000007073889,0.0006040805],"genre_scores_gemma":[0.9939926,0.0009439353,0.001194889,0.00006778802,0.00001394056,0.00004325064,0.0001594968,0.00001346542,0.003570536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005215146,"threshold_uncertainty_score":0.01036954,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Rural sector; Rural area; Philosophy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01910954079639764,"gpt":0.2887348497890943,"spread":0.2696253089926967,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00123326,0.0002560096,0.0002113051,0.002722726,0.001130097,0.001413035,0.0004255001,0.0002824315,0.003212644],"category_scores_gemma":[0.00345835,0.0001300529,0.0001572211,0.004150611,0.0009607766,0.0006620627,0.0008694598,0.0003476575,0.0001007292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004559545,"about_ca_system_score_gemma":0.003975244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2884136,"about_ca_topic_score_gemma":0.352093,"domain_scores_codex":[0.9994059,0.000176684,0.00003483128,0.0001108806,0.0001648467,0.0001069605],"domain_scores_gemma":[0.9983073,0.0006667416,0.0004260425,0.00008448446,0.0004238698,0.00009149526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004884638,0.0001164961,0.5050814,0.003409468,0.0001649869,0.001198339,0.03825293,0.001233266,0.002464639,0.05320802,0.01618567,0.3781963],"study_design_scores_gemma":[0.00002327388,0.00014119,0.8300195,0.001903245,0.0002433848,0.0003089386,0.03484742,0.0007971838,0.0007489034,0.002760286,0.1281766,0.00003012295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9016942,0.01832815,0.001751306,0.00619735,0.0001026824,0.0001086648,0.003907831,0.00007554873,0.06783431],"genre_scores_gemma":[0.9831067,0.009313638,0.002197108,0.0001598303,0.00003103754,0.00007813976,0.0005986954,0.000009391918,0.004505317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2884136,"threshold_uncertainty_score":0.5734698,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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","authors":[{"name":"Luis Alberto Núñez Lira","is_ca":false},{"name":"Yolanda Felícitas Soria Pérez","is_ca":false},{"name":"JESUS DANIEL COLLANQUE PINTO","is_ca":false},{"name":"Oriana Rivera‐Lozada","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03634992953832051,"gpt":0.3694170675664615,"spread":0.333067138028141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01443236,0.0002303525,0.0003030763,0.003279206,0.002748291,0.006870945,0.0006452116,0.001011252,0.003753887],"category_scores_gemma":[0.03852059,0.0002878557,0.0004079144,0.001301345,0.006198225,0.002929243,0.004180638,0.002557879,0.0006246628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002753181,"about_ca_system_score_gemma":0.009144234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003824543,"about_ca_topic_score_gemma":0.0004500954,"domain_scores_codex":[0.9908311,0.005729283,0.0004557296,0.0004892112,0.001742665,0.0007520436],"domain_scores_gemma":[0.9720054,0.01379296,0.00316222,0.001572195,0.00573952,0.003727667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001906384,0.0008176228,0.07921356,0.001167561,0.0000517606,0.001312412,0.49593,0.0005309858,0.005633275,0.1462349,0.009901321,0.2590159],"study_design_scores_gemma":[0.0001051373,0.001219652,0.1297238,0.002342526,0.00004908214,0.004640644,0.4149379,0.001961067,0.0103831,0.2111017,0.2233451,0.0001903147],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8581722,0.00299207,0.01868908,0.008579077,0.0003954419,0.0008606091,0.00006787101,0.0001173629,0.1101263],"genre_scores_gemma":[0.9876852,0.0006555766,0.005509661,0.0006048481,0.00007237493,0.0001958922,0.00002303502,0.00001282552,0.005240583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01443236,"threshold_uncertainty_score":0.07632649,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cascades (Canada)","funders":"","keywords":"Humanities; Physics; Philosophy","authors":[{"name":"Xavier Andrés Iturralde Jácome","is_ca":true},{"name":"Arturo Andrés Hernández Escobar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01548296105452504,"gpt":0.2600903335274149,"spread":0.2446073724728899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003939579,0.0006401556,0.000640494,0.0004922809,0.001015075,0.001378686,0.000406619,0.0004030047,0.0008077075],"category_scores_gemma":[0.0002455832,0.0002138582,0.0006227885,0.0005344248,0.0003370561,0.0004564021,0.0005521296,0.0005405783,0.0002899368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001275617,"about_ca_system_score_gemma":0.001434225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06115861,"about_ca_topic_score_gemma":0.1388609,"domain_scores_codex":[0.9996492,0.0000220499,0.00002312748,0.0001018669,0.0001348499,0.00006893332],"domain_scores_gemma":[0.9997591,0.0000308474,0.00004981736,0.00001418981,0.0001185148,0.00002749293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008931954,0.0003200181,0.1063878,0.0007039861,0.0001460584,0.0006376707,0.001652384,0.001993539,0.8265266,0.0002211646,0.0003570938,0.0601605],"study_design_scores_gemma":[0.00008469422,0.003818593,0.59526,0.0001556375,0.0004709167,0.0003167051,0.004368583,0.008000477,0.3694021,0.0001611356,0.01787375,0.00008728359],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977755,0.0003677247,0.0006066597,0.00003426747,0.00000742731,0.00003011091,0.000111549,0.00003306728,0.001033707],"genre_scores_gemma":[0.9908893,0.001001533,0.003691129,0.00004864962,0.000006971605,0.00006146136,0.0003218485,0.00001860925,0.003960609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06115861,"threshold_uncertainty_score":0.1216052,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Art","authors":[{"name":"Alejandro Camargo","is_ca":false},{"name":"Denisse Roca‐Servat","is_ca":false},{"name":"Kathryn Furlong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008239114276702264,"gpt":0.2315616783326754,"spread":0.2233225640559731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002808376,0.0004727136,0.0003366505,0.002395051,0.003536822,0.003371765,0.0004495247,0.0004707275,0.009972317],"category_scores_gemma":[0.00119881,0.0002017615,0.0002410921,0.002407778,0.001709256,0.0009664794,0.001992038,0.0006621908,0.0005750437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0110329,"about_ca_system_score_gemma":0.006288006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4942551,"about_ca_topic_score_gemma":0.7096584,"domain_scores_codex":[0.9994985,0.0001066411,0.00001695226,0.00009395061,0.00009895123,0.0001851258],"domain_scores_gemma":[0.9993117,0.0001384018,0.0001271409,0.0000457075,0.0001864524,0.0001907146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006433949,0.0001364433,0.2185005,0.002731367,0.0001017219,0.00292455,0.1132196,0.002889463,0.005949622,0.1034729,0.06030586,0.4891245],"study_design_scores_gemma":[0.00001984923,0.00007083379,0.465125,0.0006862622,0.00006841082,0.0005704254,0.0690887,0.0009728299,0.0006377769,0.002850707,0.4598035,0.0001057224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7040443,0.02560634,0.004309761,0.008807258,0.0003358908,0.0002249103,0.003855755,0.0005350605,0.2522807],"genre_scores_gemma":[0.9833191,0.003045908,0.00161006,0.0001401876,0.0000313125,0.00005738904,0.0003649505,0.00003481057,0.01139624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4942551,"threshold_uncertainty_score":0.9827564,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Geography; Cartography; Art","authors":[{"name":"Helen Calla LLontop","is_ca":false},{"name":"Carlos Francisco Cabrera Carranza","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01290991882184938,"gpt":0.2665514615385861,"spread":0.2536415427167367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004614538,0.0001777402,0.0001863952,0.001112741,0.0008676821,0.00110472,0.000639107,0.0003564389,0.003676559],"category_scores_gemma":[0.001067186,0.0001856898,0.0002238029,0.001801947,0.0007841222,0.0003140362,0.000673625,0.0002705547,0.0003999172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002407649,"about_ca_system_score_gemma":0.002124075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2956588,"about_ca_topic_score_gemma":0.5615647,"domain_scores_codex":[0.9994839,0.0000710539,0.00001849279,0.0001222497,0.0002201156,0.00008417131],"domain_scores_gemma":[0.9993508,0.00009584118,0.0001833846,0.00003735519,0.0002809878,0.00005156766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004249527,0.00006776818,0.9150308,0.0004851395,0.0001110702,0.0005727423,0.01282742,0.00125697,0.01400474,0.00195327,0.001840042,0.05142511],"study_design_scores_gemma":[0.000003827364,0.00005887376,0.9833303,0.0000489388,0.00002699868,0.00008269784,0.005738934,0.0003034684,0.0009569986,0.00009137881,0.00934807,0.000009387328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747676,0.000946908,0.0003646386,0.0002258919,0.000008857318,0.00004413472,0.001104522,0.00004646141,0.02249107],"genre_scores_gemma":[0.9899233,0.0006604994,0.000626959,0.00003718185,0.000008732171,0.00004264116,0.000379761,0.00001220958,0.008308706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2956588,"threshold_uncertainty_score":0.5878757,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Decree; Tributary; Water quality; Geography; Water resources; Environmental protection; Water resource management; Environmental science; Cartography; Archaeology","authors":[{"name":"Calla Llontop","is_ca":false},{"name":"Helen Jesús","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008464154873023818,"gpt":0.238723623318574,"spread":0.2302594684455502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006460081,0.000378671,0.0003236478,0.0008398631,0.001233849,0.002074004,0.0007452534,0.001264917,0.007095535],"category_scores_gemma":[0.001549746,0.0002197987,0.0003359953,0.001252351,0.001110168,0.0005244773,0.001195515,0.0009930979,0.0006876588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00444362,"about_ca_system_score_gemma":0.00277047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1483047,"about_ca_topic_score_gemma":0.2169316,"domain_scores_codex":[0.9996029,0.00007507334,0.00001580328,0.00009160333,0.0001146539,0.00009996037],"domain_scores_gemma":[0.9995385,0.0001381044,0.0001150645,0.0000346723,0.0001166568,0.00005693156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002141249,0.000873317,0.4135424,0.004080113,0.0001951055,0.009467053,0.04558178,0.00356788,0.0130757,0.06851745,0.03893445,0.4000235],"study_design_scores_gemma":[0.0001340603,0.0004501273,0.4159838,0.001105922,0.0001687073,0.002130182,0.03303197,0.002834128,0.002685251,0.002311357,0.5390848,0.00007979024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8335384,0.01179416,0.0007735842,0.004998209,0.0003453698,0.0001588595,0.001842667,0.0003696887,0.1461791],"genre_scores_gemma":[0.9492712,0.008776861,0.00156073,0.0005923542,0.0002417323,0.0001119061,0.0006256051,0.00004853967,0.0387711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1483047,"threshold_uncertainty_score":0.294883,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Humanities; Physics; Chemistry; Philosophy","authors":[{"name":"Andrés Araya-Obando","is_ca":true},{"name":"Johnny Valverde-Cerdas","is_ca":false},{"name":"Paola Rojas-Chaves","is_ca":false},{"name":"Luis Romero","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.017089463726982,"gpt":0.2994509147853429,"spread":0.2823614510583609,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005222047,0.0002884211,0.0002400626,0.0004901514,0.0004937382,0.0006237743,0.0002718432,0.0003160338,0.0006458862],"category_scores_gemma":[0.0003601735,0.0001718199,0.0002621573,0.0007188904,0.000357602,0.0001682952,0.0002462265,0.0001512677,0.0001896067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001735196,"about_ca_system_score_gemma":0.001006083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1029607,"about_ca_topic_score_gemma":0.1841872,"domain_scores_codex":[0.9997752,0.00005957616,0.00001142395,0.00006168659,0.00007576322,0.00001622166],"domain_scores_gemma":[0.9998109,0.00001889538,0.00005941193,0.0000159187,0.000087537,0.000007543365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000854403,0.0001528593,0.3222851,0.001331847,0.0003389808,0.0004352788,0.003462288,0.002507163,0.5168898,0.0007988325,0.0008927991,0.1500507],"study_design_scores_gemma":[0.00001704383,0.0009483378,0.7679139,0.0001632115,0.0003356013,0.0005287001,0.002002543,0.004109572,0.2030197,0.0005374153,0.02038498,0.00003895942],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891356,0.003195477,0.002984089,0.0002842811,0.000009805299,0.00005350885,0.0004791154,0.00008187944,0.00377616],"genre_scores_gemma":[0.988265,0.00254176,0.004567612,0.0001281401,0.000006057483,0.00002513481,0.0002024163,0.00001764657,0.004246244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1029607,"threshold_uncertainty_score":0.2047228,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Geography; Political science; Art","authors":[{"name":"D Daniel Lovera","is_ca":false},{"name":"U Lawrence Quipuzco","is_ca":false},{"name":"V Gaudencio Laureano","is_ca":false},{"name":"M Carolina Becerra M Becerra","is_ca":false},{"name":"Dora Valencia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01282350939328369,"gpt":0.2580593813262876,"spread":0.2452358719330039,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000943594,0.0005488252,0.0004258221,0.0006544642,0.0008602701,0.00154441,0.0007445719,0.000571897,0.001766341],"category_scores_gemma":[0.001776721,0.0002179613,0.0004533605,0.0007755902,0.000635451,0.000556824,0.001081774,0.0003550063,0.0003076011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001854434,"about_ca_system_score_gemma":0.001962261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.104591,"about_ca_topic_score_gemma":0.1517127,"domain_scores_codex":[0.9994668,0.0001142944,0.00002609013,0.0001571356,0.0001485153,0.00008704227],"domain_scores_gemma":[0.9994272,0.0001736958,0.000104439,0.00004945744,0.0001876719,0.00005759239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002229269,0.001152994,0.3730103,0.001547418,0.0003321049,0.001166696,0.01014214,0.07090127,0.2330559,0.00176886,0.001986746,0.3027063],"study_design_scores_gemma":[0.000166062,0.003502239,0.8193523,0.0002037527,0.0004755842,0.0002537657,0.01300016,0.09817161,0.04212686,0.001020873,0.0216129,0.0001138661],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875247,0.0003195908,0.007511054,0.0001794661,0.000007433231,0.0002398009,0.000205924,0.0002729965,0.003739092],"genre_scores_gemma":[0.9910451,0.0002469795,0.005322567,0.00003668766,0.000003412139,0.0002034411,0.000185136,0.00001717077,0.002939614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.104591,"threshold_uncertainty_score":0.2079644,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Benthic zone; Water quality; Environmental science; Invertebrate; Hydrology (agriculture); Water resource management; Ecology; Geology; Biology; Geotechnical engineering","authors":[{"name":"Juan Linares-Zelada","is_ca":false},{"name":"Manuel Roberto Roncal Rabanal","is_ca":false},{"name":"Marco Sanchez-Peña","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03528985312634115,"gpt":0.2725598536334685,"spread":0.2372700005071274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002457415,0.0002000255,0.0002180983,0.0008999826,0.000402429,0.0004894793,0.0002152936,0.0002714146,0.0003813436],"category_scores_gemma":[0.0005378374,0.0002001453,0.0001331873,0.001150993,0.0003262155,0.0002214806,0.0002663892,0.0001319008,0.00004797657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008921262,"about_ca_system_score_gemma":0.0006095355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1352284,"about_ca_topic_score_gemma":0.3218648,"domain_scores_codex":[0.9997728,0.00004750525,0.00002419404,0.00006774141,0.00005038288,0.0000372931],"domain_scores_gemma":[0.9996395,0.00005372491,0.0001420772,0.00001864627,0.0001044443,0.0000416393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005461869,0.00003657652,0.9869572,0.00005891715,0.00005981631,0.0002233501,0.000791256,0.0001608675,0.004498207,0.00003790824,0.0001142312,0.007007068],"study_design_scores_gemma":[0.000002045305,0.00001886508,0.999217,0.000003317696,0.000006911739,0.00005631266,0.0002841535,0.0001725883,0.0000776771,0.000003551288,0.0001553455,0.000002208648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994955,0.0001026025,0.00004631911,0.00000929048,7.674798e-7,0.000008089063,0.0001172796,0.000003820919,0.0002164311],"genre_scores_gemma":[0.9992406,0.00008476539,0.0002325656,0.000007310728,0.000002090007,0.00001902339,0.0002382788,0.000001165734,0.0001741862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1352284,"threshold_uncertainty_score":0.2688827,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Potable water; Physics; Chemistry; Philosophy; Environmental engineering; Environmental science","authors":[{"name":"Ana Gabriela Flores Huilcapi","is_ca":false},{"name":"Luis Santiago Carrera Almendáriz","is_ca":false},{"name":"Carlos Alcíbar Medina Serrano","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03921820580353131,"gpt":0.2732559902870264,"spread":0.2340377844834951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003421269,0.0005707124,0.0006610271,0.0005893624,0.000364769,0.0008412556,0.0002599546,0.0004735791,0.001365323],"category_scores_gemma":[0.0003655299,0.0002339417,0.0005158969,0.0004953206,0.0002621553,0.0005087213,0.0002841839,0.0006754514,0.0002914126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004292752,"about_ca_system_score_gemma":0.0004749527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003696126,"about_ca_topic_score_gemma":0.005820426,"domain_scores_codex":[0.999662,0.00003854029,0.00002065167,0.00008569908,0.0001519587,0.00004121443],"domain_scores_gemma":[0.9995665,0.0001058731,0.0000824715,0.00001781327,0.0001915822,0.00003577453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001761986,0.00005519188,0.001553432,0.0001433835,0.00001043162,0.00003577365,0.0000963934,0.00009497701,0.9936094,0.00002709226,0.00002639515,0.00417127],"study_design_scores_gemma":[0.00001135422,0.001828009,0.04707767,0.00005283138,0.00009715195,0.0001466892,0.0005130303,0.002091547,0.9435295,0.0001092359,0.004515201,0.00002771837],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902418,0.001562251,0.00490558,0.00007239375,0.00003778216,0.0001479116,0.0005355611,0.00008145466,0.002415189],"genre_scores_gemma":[0.9762404,0.001749086,0.01260662,0.0001128717,0.00001908239,0.0002365731,0.0007771962,0.00005274775,0.008205556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003696126,"threshold_uncertainty_score":0.007349193,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Inversa Systems (Canada)","funders":"","keywords":"Humanities; Physics; Geography; Philosophy","authors":[{"name":"César González Linares","is_ca":true},{"name":"Ruben Esaú Mogrovejo Gutiérrez","is_ca":true},{"name":"Gisel Veliz Francia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01645029881864142,"gpt":0.2531146920723357,"spread":0.2366643932536943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009020031,0.001042001,0.0006767162,0.00106466,0.0005292743,0.003849219,0.001122485,0.00123966,0.006090561],"category_scores_gemma":[0.002764197,0.0005220745,0.00120109,0.001189009,0.0009569268,0.002432257,0.001117559,0.001078849,0.001490848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001539665,"about_ca_system_score_gemma":0.001366228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01105447,"about_ca_topic_score_gemma":0.007777695,"domain_scores_codex":[0.9993796,0.0002159858,0.00004613529,0.0001258763,0.0001997999,0.00003257376],"domain_scores_gemma":[0.9991068,0.0003834305,0.00009944126,0.0001710275,0.000219491,0.00001972012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001664098,0.0000870499,0.01160664,0.001224297,0.0002181822,0.0003918918,0.001390081,0.6081389,0.02623641,0.2079082,0.0087727,0.1338592],"study_design_scores_gemma":[0.00003978976,0.00007325048,0.004923666,0.000239198,0.0001296233,0.0002370757,0.0004747089,0.7866189,0.01415266,0.1090127,0.0840141,0.00008432036],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02059561,0.0006548679,0.9631768,0.001115042,0.0002139278,0.00005806031,0.0007022707,0.002309374,0.01117412],"genre_scores_gemma":[0.567003,0.003087667,0.404362,0.0005392955,0.0001967214,0.0003089406,0.001680954,0.001068524,0.02175297],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01105447,"threshold_uncertainty_score":0.02198029,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Katherine Arenas-Collao","is_ca":true},{"name":"Héctor Valdés-González","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.104324777602392,"gpt":0.3419756726352491,"spread":0.2376508950328571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005369157,0.0001411392,0.0001361894,0.001013889,0.001430403,0.002207446,0.0003024086,0.0004506606,0.002655857],"category_scores_gemma":[0.001283993,0.00008667404,0.0001146395,0.001231923,0.003007011,0.001587979,0.001966371,0.0004282582,0.0000712828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002418042,"about_ca_system_score_gemma":0.001654339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01909387,"about_ca_topic_score_gemma":0.04405102,"domain_scores_codex":[0.9994909,0.0002677736,0.000008406091,0.00002840015,0.0000859991,0.000118521],"domain_scores_gemma":[0.9988521,0.000595538,0.0002788353,0.00002750946,0.00009819773,0.0001477668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001668257,0.000690297,0.6634997,0.0006178392,0.0001528943,0.005071652,0.1594955,0.004968018,0.006323778,0.0562984,0.004293753,0.09842137],"study_design_scores_gemma":[0.000007741565,0.0001610908,0.5902488,0.0001664899,0.00002802303,0.0004326346,0.3667055,0.001796118,0.0007534197,0.01144437,0.02822578,0.00003010787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724992,0.0003701248,0.0003860357,0.004161632,0.000009945329,0.00001334632,0.00008333501,0.000003442942,0.02247282],"genre_scores_gemma":[0.9989821,0.0003232587,0.00007236445,0.0000640202,0.00001151494,0.000004778647,0.00001199014,0.000001159813,0.0005287477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01909387,"threshold_uncertainty_score":0.03796548,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Water balance; Geography; Humanities; Geology; Philosophy","authors":[{"name":"Marcia Lizeth Barrera-de-Calderón","is_ca":false},{"name":"Jaime Gárfias","is_ca":true},{"name":"Richard Martel","is_ca":true},{"name":"Javier Salas-García","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01537298883845145,"gpt":0.2625881618704314,"spread":0.2472151730319799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009888659,0.0004828774,0.0002799242,0.0008583909,0.001187245,0.002538561,0.000659121,0.0005547942,0.005719027],"category_scores_gemma":[0.002179455,0.0001877315,0.0003510127,0.001172208,0.00125999,0.001347664,0.001280896,0.0004894109,0.0003698945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002690563,"about_ca_system_score_gemma":0.002510504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05282027,"about_ca_topic_score_gemma":0.06412258,"domain_scores_codex":[0.9994898,0.0001400015,0.00002260175,0.0001071883,0.0001607286,0.00007960521],"domain_scores_gemma":[0.9993023,0.0001647332,0.0001603886,0.00004672142,0.0002739466,0.00005193966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008126255,0.0002004254,0.4616838,0.003626819,0.0004746792,0.002351558,0.06235323,0.005076952,0.06496307,0.0595578,0.01389752,0.3250015],"study_design_scores_gemma":[0.00003622835,0.0005370736,0.7021054,0.00116035,0.0005442981,0.0008940452,0.05361112,0.005686196,0.01629254,0.01773472,0.2012693,0.0001286765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.907807,0.0120144,0.01656502,0.00913136,0.0002197246,0.0001557302,0.001014439,0.000338853,0.0527535],"genre_scores_gemma":[0.9870296,0.002625182,0.003212107,0.0003427581,0.0000634104,0.00005580701,0.0002104386,0.00003699549,0.006423697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05282027,"threshold_uncertainty_score":0.1050256,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Grassroots; Politics; Law; Philosophy","authors":[{"name":"Gerardo Alatorre-Frenk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01690617893947644,"gpt":0.2671885568246324,"spread":0.2502823778851559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002181526,0.0002713214,0.0002179154,0.001211979,0.00882596,0.005992165,0.0004822963,0.001670232,0.009530044],"category_scores_gemma":[0.002821311,0.000174375,0.0002173255,0.001603062,0.00516335,0.002135879,0.004788879,0.001943128,0.0003542031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01276238,"about_ca_system_score_gemma":0.009174276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08077474,"about_ca_topic_score_gemma":0.1432694,"domain_scores_codex":[0.9986518,0.0006245074,0.00002564495,0.0001090428,0.0001884918,0.0004006086],"domain_scores_gemma":[0.9982088,0.0008236745,0.0003202075,0.00008153553,0.0003028976,0.0002629684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001407262,0.0001012006,0.05506111,0.0005437885,0.0000557993,0.003601307,0.5004471,0.0008153337,0.002939854,0.3653387,0.00679138,0.0641638],"study_design_scores_gemma":[0.00002231337,0.000135921,0.1712415,0.000724728,0.00005446214,0.0005788699,0.4169869,0.0008627585,0.0009829665,0.02057209,0.3877749,0.00006264204],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.837769,0.004977712,0.002894747,0.02657127,0.0001587653,0.00008103735,0.0001608848,0.0000450849,0.1273415],"genre_scores_gemma":[0.9812334,0.0008089262,0.0008551403,0.0004919326,0.00002994391,0.00005519626,0.00004195615,0.00001127928,0.01647232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08077474,"threshold_uncertainty_score":0.1606091,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","authors":[{"name":"David Barkin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01096597012333435,"gpt":0.244296123497633,"spread":0.2333301533742987,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005993462,0.0005004616,0.0003485953,0.0009945248,0.004405253,0.004377269,0.0009705071,0.001002482,0.01669434],"category_scores_gemma":[0.001288441,0.0002045855,0.0002500017,0.0009122312,0.004097944,0.001354187,0.003462767,0.0004507528,0.001043813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006661184,"about_ca_system_score_gemma":0.003847375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1257992,"about_ca_topic_score_gemma":0.269637,"domain_scores_codex":[0.9993393,0.0001920072,0.0000128747,0.00006918523,0.00009828714,0.0002883609],"domain_scores_gemma":[0.9996086,0.00009745918,0.00005767078,0.00002934264,0.00009397108,0.0001129902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004262787,0.0002732851,0.2160939,0.00118432,0.0001133133,0.003737355,0.1952144,0.002366407,0.004155751,0.1962,0.02271445,0.3575206],"study_design_scores_gemma":[0.00002525612,0.0001786524,0.259991,0.000566188,0.00007671413,0.0007628533,0.2096903,0.001587343,0.0007386527,0.01741079,0.5088865,0.00008586038],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6564724,0.002663929,0.001460815,0.006976039,0.00018974,0.0001020273,0.0002012412,0.0001194022,0.3318144],"genre_scores_gemma":[0.9643292,0.00110436,0.0006808343,0.0002830086,0.00003378966,0.00003988505,0.00005885983,0.00001938971,0.03345063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1257992,"threshold_uncertainty_score":0.2501339,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Environmental science; Geography; Water resource management; Geology; Forestry","authors":[{"name":"Gabriela Carolina Andrade Lescano","is_ca":false},{"name":"Alex Mauricio Matheus Mayorga","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003528147377247525,"gpt":0.2111087561868689,"spread":0.2075806088096214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001392958,0.0002763533,0.000240672,0.001879318,0.0004730046,0.001085316,0.0002614626,0.000279949,0.0005780063],"category_scores_gemma":[0.0004290211,0.0001087516,0.0001237101,0.00127946,0.0001536526,0.0002978014,0.0003632809,0.00008912409,0.0001032609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003299841,"about_ca_system_score_gemma":0.0002102238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.011363,"about_ca_topic_score_gemma":0.01572979,"domain_scores_codex":[0.9999113,0.000006578495,0.00001513629,0.00002714573,0.00001918951,0.00002066296],"domain_scores_gemma":[0.9998957,0.000009872661,0.00004271003,0.000004796414,0.00003669181,0.00001028783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003003782,0.00009735583,0.8676715,0.0002677833,0.00009172655,0.003225631,0.002687333,0.000998624,0.06419943,0.0002150245,0.0001854306,0.06005979],"study_design_scores_gemma":[0.000007703071,0.00005509141,0.9901488,0.00002431082,0.00002854942,0.0004361312,0.002149108,0.0006828117,0.003327441,0.0000418276,0.003090877,0.000007470837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983776,0.0004001031,0.0001678303,0.00001873223,0.000002306268,0.000008071389,0.000156752,0.00001271706,0.0008560179],"genre_scores_gemma":[0.9982165,0.0002770988,0.0005611356,0.00001355017,0.000003586137,0.00001556099,0.0002966269,0.000005938813,0.0006100522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.011363,"threshold_uncertainty_score":0.02259374,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Metis; Humanities; Geography; Art; Computer science","authors":[{"name":"Abril Orellana","is_ca":false},{"name":"Olmedo Andrés","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008566025295290396,"gpt":0.2835581137755809,"spread":0.2749920884802905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005502491,0.0004100302,0.0003086086,0.0004854399,0.0002737679,0.001209067,0.0004247991,0.0003364522,0.001626483],"category_scores_gemma":[0.0008793385,0.0001641269,0.0003262438,0.0005129835,0.0001919577,0.0003821083,0.000273299,0.0002613201,0.0001728027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002743001,"about_ca_system_score_gemma":0.001548644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1059595,"about_ca_topic_score_gemma":0.2083139,"domain_scores_codex":[0.9997701,0.00004745731,0.00001558206,0.00005879889,0.00004558052,0.00006250556],"domain_scores_gemma":[0.9997216,0.00007643217,0.00005341945,0.0000259742,0.00008485658,0.00003769785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004791689,0.001155001,0.1882086,0.001419175,0.0002585347,0.0004707538,0.0009134307,0.3322746,0.126146,0.003059043,0.003437623,0.3378655],"study_design_scores_gemma":[0.000440269,0.00225784,0.4032927,0.0001845042,0.0006317258,0.0001692733,0.003504949,0.4969971,0.07078785,0.001963403,0.01965959,0.0001108686],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900423,0.0008458477,0.003624744,0.0001347108,0.00001821365,0.00005493801,0.0004244728,0.000160985,0.004693719],"genre_scores_gemma":[0.9939137,0.0002079347,0.004659639,0.00000963975,0.000002235911,0.0000158869,0.000116495,0.00001037714,0.001064079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1059595,"threshold_uncertainty_score":0.2106854,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Traditional knowledge; Natural resource; Citizen journalism; Natural (archaeology); Cultural heritage; Livelihood; Power (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01294902042777992,"gpt":0.1946137175143895,"spread":0.1816646970866095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007055007,0.0001667345,0.0001439955,0.0003820225,0.007170827,0.002036365,0.0007680031,0.0004342085,0.001624952],"category_scores_gemma":[0.0007769124,0.0001796657,0.0001159585,0.001074207,0.004737513,0.0007645768,0.002099438,0.0007906299,0.00008370203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01601316,"about_ca_system_score_gemma":0.02342382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8924673,"about_ca_topic_score_gemma":0.9749163,"domain_scores_codex":[0.9996675,0.00009958023,0.00001007132,0.00003210989,0.00005110234,0.0001395176],"domain_scores_gemma":[0.9995887,0.00009035956,0.00006220405,0.0000167438,0.0000935337,0.0001484889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008226835,0.0001412832,0.1238023,0.0002318629,0.00002030192,0.002909889,0.8317258,0.0001979175,0.003675271,0.0074951,0.00149755,0.02822054],"study_design_scores_gemma":[0.000003159379,0.00004131611,0.1398412,0.0001006406,0.00001380602,0.000139833,0.8450799,0.0001056379,0.0002893483,0.0003322507,0.0140404,0.00001250914],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916301,0.0002680127,0.00005139855,0.001222769,0.000007790897,0.0000148745,0.00002129164,0.000002553715,0.006781118],"genre_scores_gemma":[0.9949927,0.0005086579,0.0001558846,0.0002112158,0.00000219156,0.00001537026,0.00002046088,0.000003082,0.004090441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1075327,"threshold_uncertainty_score":0.2163319,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Nova scotia; Poison control","authors":[{"name":"Ruth Milena Sanchez Sandoval","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01010580918588836,"gpt":0.286010971997555,"spread":0.2759051628116667,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006882098,0.000256844,0.0002860632,0.001681113,0.0007186295,0.0009099182,0.0003876673,0.0002336561,0.002618508],"category_scores_gemma":[0.002000315,0.0001570415,0.000286439,0.00294693,0.0004600028,0.0003741646,0.0005912923,0.0002134609,0.000246574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003504422,"about_ca_system_score_gemma":0.002369708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3041901,"about_ca_topic_score_gemma":0.6173752,"domain_scores_codex":[0.9993831,0.0001243943,0.00002408816,0.0001128693,0.0002636315,0.0000919434],"domain_scores_gemma":[0.9986016,0.0003427312,0.0003290804,0.00007648616,0.0005638857,0.0000862481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001613107,0.0001042611,0.9450731,0.0002055052,0.00009605527,0.0002612622,0.007676061,0.001156021,0.003534495,0.0005436538,0.0006327906,0.04055546],"study_design_scores_gemma":[0.000001900112,0.00006831096,0.9907505,0.00002757198,0.00001953964,0.0000221995,0.005154608,0.0004106299,0.0005161536,0.00004667061,0.002974685,0.000007201557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929584,0.0001269059,0.0001961587,0.00006473169,0.000001903296,0.00003578268,0.0006468957,0.00000703609,0.005962208],"genre_scores_gemma":[0.992442,0.000361745,0.001029188,0.00001753439,0.000004641389,0.00008255408,0.0006424969,0.000006473095,0.005413484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3041901,"threshold_uncertainty_score":0.604839,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Gómez Velandia","is_ca":false},{"name":"Giselle Catalina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01535007254657689,"gpt":0.3094477522932712,"spread":0.2940976797466943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004134879,0.0005105722,0.0005309193,0.002266532,0.01632318,0.009912668,0.001461423,0.001763226,0.006661939],"category_scores_gemma":[0.008728799,0.0003529004,0.0002837056,0.003353761,0.02194622,0.005024191,0.008500401,0.002448036,0.0002107731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02206771,"about_ca_system_score_gemma":0.01881419,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5855038,"about_ca_topic_score_gemma":0.8082129,"domain_scores_codex":[0.9966556,0.001582539,0.00007344252,0.0004013043,0.0004886906,0.000798457],"domain_scores_gemma":[0.9960039,0.002036283,0.0004040441,0.0001733144,0.0006654628,0.0007169049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003555428,0.0000178707,0.009840387,0.0001247491,0.000006541705,0.0007453004,0.965991,0.00004991166,0.0005838396,0.01127601,0.0009502955,0.01037841],"study_design_scores_gemma":[0.000003566901,0.00001331073,0.01290401,0.0001770054,0.000007478703,0.000100632,0.9502133,0.00004491281,0.0001364221,0.00102434,0.0353584,0.00001663613],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.850728,0.00657512,0.001587956,0.01833514,0.0002175837,0.00008448097,0.00009749049,0.00003059835,0.1223438],"genre_scores_gemma":[0.9924304,0.001235604,0.0003173648,0.000415,0.00001618915,0.00002338788,0.00001506445,0.00001654901,0.005530548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5855038,"threshold_uncertainty_score":0.8338746,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Population; Work (physics); Context (archaeology); Growth model","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01856026947876423,"gpt":0.2828047403499581,"spread":0.2642444708711939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007296837,0.0007112588,0.0007518578,0.0007227793,0.0005332649,0.00292632,0.001446288,0.001372222,0.005723489],"category_scores_gemma":[0.001874541,0.0004850509,0.001244491,0.00104993,0.001303992,0.002642133,0.001176857,0.001678433,0.0008921514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001600019,"about_ca_system_score_gemma":0.00136616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01489228,"about_ca_topic_score_gemma":0.009143056,"domain_scores_codex":[0.9996825,0.0001044053,0.00001301232,0.0000816884,0.00009299324,0.00002546033],"domain_scores_gemma":[0.9994623,0.0002410003,0.00006975108,0.00007048402,0.0001207528,0.00003584224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004287304,0.00004509154,0.002831239,0.0001895834,0.00009068774,0.00009903016,0.0003258458,0.6878394,0.003481413,0.2767603,0.001833546,0.02646105],"study_design_scores_gemma":[0.000008554874,0.00002490656,0.0009969436,0.00002630808,0.00002030501,0.0000410408,0.00008817638,0.9421664,0.0004688735,0.04847386,0.007663382,0.00002123434],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04092849,0.001518799,0.9352406,0.001093639,0.000215271,0.00006205519,0.0004998186,0.0004843609,0.01995697],"genre_scores_gemma":[0.8053669,0.002549876,0.1611109,0.000335421,0.0001549229,0.0003551195,0.0005790428,0.0002035592,0.0293442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01489228,"threshold_uncertainty_score":0.02961117,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Social life; Context (archaeology); Natural (archaeology); Quarter (Canadian coin)","authors":[{"name":"José Angel Villabona Juez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009273280806755156,"gpt":0.2468916078520039,"spread":0.2376183270452487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006733179,0.0006022574,0.0003016332,0.0008637868,0.007292639,0.004858671,0.001063569,0.002009074,0.01634826],"category_scores_gemma":[0.00182899,0.0002805071,0.0002586184,0.001022595,0.007836613,0.004226035,0.004602832,0.002824921,0.001658208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005375629,"about_ca_system_score_gemma":0.00308482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08473894,"about_ca_topic_score_gemma":0.2096426,"domain_scores_codex":[0.9992599,0.0002489598,0.0000190723,0.0001514544,0.0001335804,0.0001870976],"domain_scores_gemma":[0.999492,0.0001005212,0.0001373175,0.00004593102,0.0001113335,0.0001128806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001329956,0.00004714898,0.01750582,0.0009470053,0.0000258242,0.004147924,0.3800749,0.0001403461,0.001725754,0.3478924,0.1487391,0.09862088],"study_design_scores_gemma":[0.000004463573,0.00001478404,0.009625934,0.0004260237,0.00001279519,0.000860947,0.09619289,0.00004600392,0.000213111,0.002875797,0.8897051,0.00002219704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09403908,0.01802063,0.003225632,0.03567831,0.001756695,0.00009292757,0.0004050542,0.0001731029,0.8466085],"genre_scores_gemma":[0.7386432,0.01012105,0.001835682,0.006093515,0.0004119227,0.0001425522,0.0002458866,0.0001462532,0.2423599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08473894,"threshold_uncertainty_score":0.1684914,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Perimeter Institute","funders":"","keywords":"Function (biology); Context (archaeology); Process (computing); Component (thermodynamics); Identification (biology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02981567009709609,"gpt":0.2423213332864727,"spread":0.2125056631893766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00210782,0.004555294,0.00183571,0.002676308,0.0009688276,0.003785179,0.005941216,0.003174888,0.2940299],"category_scores_gemma":[0.005723849,0.003338585,0.003568084,0.001853307,0.001012123,0.005065316,0.004579836,0.005549033,0.2900617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00167344,"about_ca_system_score_gemma":0.001680702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004796121,"about_ca_topic_score_gemma":0.003572759,"domain_scores_codex":[0.9986787,0.0001718779,0.0001118848,0.0002644927,0.0005667425,0.0002062684],"domain_scores_gemma":[0.9980789,0.0005900332,0.0001116704,0.0005843521,0.0004543894,0.000180531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003247484,0.00008749165,0.0008167316,0.0007680818,0.0001496096,0.0001734539,0.0001699159,0.004496552,0.00231934,0.01060923,0.9454784,0.03460638],"study_design_scores_gemma":[0.0003503255,0.00002524179,0.0005868174,0.0002014745,0.00004554303,0.0001793533,0.00002358408,0.01518305,0.01345018,0.01167892,0.9581186,0.0001570131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0009462815,0.0002458782,0.113764,0.0004162379,0.0003932672,0.0001402045,0.05614378,0.7908557,0.03709473],"genre_scores_gemma":[0.01115215,0.0003960711,0.04334243,0.0006845454,0.0001479157,0.0006555592,0.1162517,0.7807752,0.04659438],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2940299,"threshold_uncertainty_score":0.9836281,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Work (physics); Ven; Quarter (Canadian coin)","authors":[{"name":"Darwin Alexander Bautista Carrero","is_ca":false},{"name":"Hernando Mauricio Prato Velásquez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007199152950436429,"gpt":0.2549536104923943,"spread":0.2477544575419579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001906141,0.0006085792,0.0005760402,0.0005996033,0.0007116239,0.00170452,0.0008222437,0.000915329,0.002902715],"category_scores_gemma":[0.003581179,0.0002588274,0.0005329037,0.0007252514,0.0009606357,0.001055635,0.00059697,0.0006432949,0.0003051339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003192732,"about_ca_system_score_gemma":0.003457546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07095863,"about_ca_topic_score_gemma":0.1444397,"domain_scores_codex":[0.9990979,0.0002249102,0.00003375843,0.0001740214,0.0003540711,0.0001153809],"domain_scores_gemma":[0.9984792,0.0005590409,0.0001642397,0.0001273451,0.0005654638,0.0001046358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003771627,0.001166529,0.1249517,0.002410058,0.0003536123,0.000797731,0.007947347,0.2895759,0.3019347,0.007340667,0.003901687,0.2558485],"study_design_scores_gemma":[0.0004704592,0.01222288,0.3633811,0.0004999232,0.0007880009,0.0002762331,0.02628437,0.2815409,0.2535688,0.005207859,0.05537716,0.0003823683],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798849,0.0005094521,0.01052877,0.0002145304,0.00002812224,0.0002063142,0.0002814737,0.0001904181,0.008156164],"genre_scores_gemma":[0.9883251,0.0003253499,0.007121412,0.00002151785,0.00000458946,0.00008836892,0.0001436919,0.00003332218,0.003936689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07095863,"threshold_uncertainty_score":0.1410912,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Library and Archives Canada","funders":"","keywords":"Exhibition; Field (mathematics); Face (sociological concept); Perspective (graphical)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02327855533722339,"gpt":0.2129749128271329,"spread":0.1896963574899095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003624839,0.0007970774,0.0007137573,0.005164202,0.003204449,0.01321197,0.001294852,0.001267043,0.159888],"category_scores_gemma":[0.00696132,0.0005062022,0.0005788488,0.00842349,0.001817473,0.004607037,0.0047051,0.001989956,0.03199493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006641887,"about_ca_system_score_gemma":0.0123829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1714378,"about_ca_topic_score_gemma":0.1940872,"domain_scores_codex":[0.9966908,0.0006302526,0.0001791354,0.000559919,0.001362502,0.0005774113],"domain_scores_gemma":[0.9966832,0.0002936295,0.0002738902,0.0006670263,0.001154006,0.0009282912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001175177,0.00002298102,0.004245881,0.0004816566,0.00002840188,0.00008465522,0.001116761,0.00009182483,0.0005046192,0.121852,0.7206714,0.1507824],"study_design_scores_gemma":[0.000002739416,0.000001800155,0.002669111,0.0000419786,0.000001593848,0.00002428103,0.0001510108,0.000009209759,0.00003080965,0.0006001925,0.9964629,0.000004392446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007085063,0.0366218,0.003008689,0.02092176,0.005525657,0.0002031484,0.09264194,0.001588001,0.8324039],"genre_scores_gemma":[0.09774641,0.03096038,0.01450576,0.002190646,0.002482935,0.0004850577,0.06418148,0.002348075,0.7850993],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1714378,"threshold_uncertainty_score":0.5348787,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Geography; Art","authors":[{"name":"Carlos Balmaseda Espinosa","is_ca":false},{"name":"Yoandris García Hidalgo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1411806734097253,"gpt":0.4847401693968555,"spread":0.3435594959871302,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006551188,0.0003782814,0.0003457704,0.001669592,0.0007323481,0.001117876,0.0003968863,0.0002046483,0.001719291],"category_scores_gemma":[0.001069244,0.0001799324,0.0003070813,0.003081784,0.0004153886,0.0002116883,0.0005325163,0.000265379,0.0001872041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004616982,"about_ca_system_score_gemma":0.002524302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.728312,"about_ca_topic_score_gemma":0.8388583,"domain_scores_codex":[0.9996456,0.00006250898,0.00001984095,0.00008477531,0.00009623448,0.00009109829],"domain_scores_gemma":[0.9992544,0.00009168605,0.0002180167,0.00003738993,0.000322533,0.00007597286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003325398,0.00003677597,0.9671104,0.0001609321,0.0001758344,0.00009794896,0.001721613,0.000611408,0.002992196,0.0003369586,0.001113689,0.0253097],"study_design_scores_gemma":[0.000002594652,0.00001484082,0.9948755,0.00002937984,0.00004490798,0.0000278991,0.001812507,0.0002851427,0.0003441778,0.0000399261,0.002517248,0.000005767456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882693,0.001259005,0.000389954,0.000154788,0.00001805729,0.00002865377,0.002146318,0.00003425812,0.007699607],"genre_scores_gemma":[0.9953119,0.0004464324,0.0006810912,0.00002249935,0.00000542743,0.00003456073,0.0009445141,0.000009384029,0.002544114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.728312,"threshold_uncertainty_score":0.5465761,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02025213906548353,"gpt":0.2473384036838505,"spread":0.2270862646183669,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002168401,0.0003450372,0.0003756266,0.0004064725,0.0001867174,0.0002661275,0.0001643018,0.0003429064,0.001646701],"category_scores_gemma":[0.000125222,0.0002004985,0.0005006811,0.0002845245,0.0002567799,0.000191081,0.0001722633,0.000614058,0.0004437905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002283758,"about_ca_system_score_gemma":0.0002572602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001172509,"about_ca_topic_score_gemma":0.001320533,"domain_scores_codex":[0.9997453,0.00004489034,0.00004221649,0.0000398251,0.00006112392,0.00006667218],"domain_scores_gemma":[0.999808,0.00003255021,0.00004287074,0.00004255773,0.0000231045,0.0000508341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003878441,0.0001205645,0.0004517862,0.00003342191,0.000006479499,0.00005972351,0.00002366933,0.00004081371,0.9982274,0.00005232015,0.00003720102,0.0005588222],"study_design_scores_gemma":[0.00003146794,0.00146862,0.007428337,0.000005052605,0.00001683776,0.0002350859,0.00007275401,0.0005456468,0.9890943,0.00002553003,0.001072386,0.000003816879],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958253,0.0009296533,0.001305246,0.00006721396,0.0000384602,0.00004996661,0.0007171097,0.00006860399,0.0009984308],"genre_scores_gemma":[0.9932547,0.0007260263,0.001392651,0.00004330559,0.000007478922,0.0000690961,0.001258236,0.00001439833,0.003234097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001646701,"threshold_uncertainty_score":0.00550878,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"ATM Shamsul Huda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02197023172816307,"gpt":0.2003816955735006,"spread":0.1784114638453375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003481159,0.0006504752,0.0002301459,0.001065655,0.001297642,0.003789029,0.0007421502,0.001195027,0.1088925],"category_scores_gemma":[0.0007648694,0.0002306048,0.000170471,0.003708304,0.0009660858,0.00318662,0.001469428,0.002215842,0.0251623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004341559,"about_ca_system_score_gemma":0.002779727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06293632,"about_ca_topic_score_gemma":0.1234576,"domain_scores_codex":[0.9998398,0.000028056,0.00001037697,0.00002044497,0.00006555057,0.00003580691],"domain_scores_gemma":[0.9997005,0.00008553117,0.00002044314,0.00002780275,0.00008885271,0.00007680026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003098833,0.000009367018,0.0002612683,0.0002931848,0.000003187365,0.0002886931,0.001564148,0.0002108501,0.0005244134,0.05905423,0.8161957,0.121564],"study_design_scores_gemma":[0.000001568127,0.000002312107,0.0001818595,0.00006697929,0.000001029263,0.00007926031,0.0005300962,0.00001469475,0.00004917908,0.001433514,0.9976367,0.000002980947],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002064291,0.03459566,0.0008777085,0.02055991,0.001969121,0.00001969414,0.001164878,0.0002142381,0.9385344],"genre_scores_gemma":[0.02591969,0.04069631,0.0008394552,0.005049865,0.0009569452,0.00004290027,0.0008024925,0.0003807681,0.9253117],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1088925,"threshold_uncertainty_score":0.3642818,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Geography; Art","authors":[{"name":"Fidel Gregorio Aparicio Roque","is_ca":false},{"name":"Rodríguez Moreno","is_ca":false},{"name":"Flor María García Espinoza","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01632672075566577,"gpt":0.2729030678623545,"spread":0.2565763471066888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003623985,0.0003632513,0.0002560699,0.0008193494,0.0004649267,0.0007128542,0.0003447924,0.0003254538,0.00100027],"category_scores_gemma":[0.0004048283,0.0002865919,0.0002349924,0.0009957236,0.0005655556,0.0002424634,0.0004456003,0.0002622948,0.0001805342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037232,"about_ca_system_score_gemma":0.0005747752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05524573,"about_ca_topic_score_gemma":0.07552861,"domain_scores_codex":[0.9997573,0.00004510274,0.000007901037,0.00007616014,0.00006302276,0.00005048103],"domain_scores_gemma":[0.9996959,0.00005648205,0.0000967079,0.00001472031,0.00009304246,0.00004319093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001070125,0.0002486916,0.9293444,0.0001018205,0.0001454587,0.0002066939,0.003542014,0.000426366,0.05034716,0.0002549264,0.0001962467,0.01411602],"study_design_scores_gemma":[0.000003824025,0.000168952,0.9967486,0.00000593917,0.00001695115,0.00003181394,0.0009080761,0.0002571534,0.001349466,0.00003243232,0.0004731431,0.000003764718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990821,0.00009860711,0.0001886713,0.0000137037,0.000001239513,0.00001323033,0.0001038389,0.000002972031,0.0004956729],"genre_scores_gemma":[0.9973179,0.0001402136,0.000680169,0.00001606847,0.000002003786,0.00004069242,0.0002397815,0.000002274393,0.001560954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05524573,"threshold_uncertainty_score":0.1098483,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Universidad de Granada; Ministerio de Ciencia e Innovación; University of Ottawa","keywords":"Persona; Urban waste; Human health","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01684360546379516,"gpt":0.2820107358131705,"spread":0.2651671303493754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004079307,0.0004203123,0.0005780119,0.0002921801,0.0004966595,0.0009286675,0.0004174546,0.0004608286,0.003040186],"category_scores_gemma":[0.0002860678,0.000269286,0.0006762742,0.0002608136,0.0003091953,0.0003469892,0.0002686695,0.0005854969,0.0006650841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005051009,"about_ca_system_score_gemma":0.0007345186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005628501,"about_ca_topic_score_gemma":0.01375518,"domain_scores_codex":[0.9996945,0.00003475498,0.00001445658,0.00009300109,0.00009833838,0.00006504055],"domain_scores_gemma":[0.9997136,0.00007412579,0.0000520197,0.00002300988,0.0001098514,0.00002744902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003722011,0.000103652,0.0009411427,0.0002522505,0.00002422354,0.0000376047,0.00008580124,0.0002965099,0.9894376,0.00007754062,0.0001251081,0.008246421],"study_design_scores_gemma":[0.00001601916,0.001133122,0.00517844,0.0000294269,0.00004848488,0.00005519175,0.0001717981,0.0009433124,0.9852761,0.00006190941,0.00707262,0.00001356852],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972051,0.0067746,0.01378341,0.0003553163,0.0001909362,0.0002080713,0.0008497275,0.000209996,0.005576815],"genre_scores_gemma":[0.9539509,0.005482688,0.01941289,0.0002538072,0.00003457795,0.0001908679,0.0009389,0.0001072518,0.01962814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005628501,"threshold_uncertainty_score":0.01119149,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cadmium; Atomic absorption spectroscopy; Graphite furnace atomic absorption; Statistical analysis; Graphite","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01148377586478619,"gpt":0.3051194661260923,"spread":0.2936356902613061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004810503,0.0003431292,0.0002397575,0.0008176905,0.0003675925,0.0007216625,0.0003079835,0.00042972,0.002506153],"category_scores_gemma":[0.0007182105,0.0002694499,0.0002106702,0.0005538854,0.0003032225,0.0003190311,0.0003954445,0.0002614689,0.0005487237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004646794,"about_ca_system_score_gemma":0.0002553203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009641266,"about_ca_topic_score_gemma":0.01574484,"domain_scores_codex":[0.9997063,0.00002989698,0.00001540891,0.0001175233,0.0000821082,0.00004876911],"domain_scores_gemma":[0.9996233,0.00006362013,0.0001061397,0.00002339139,0.0001471287,0.0000363659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001510431,0.0005021697,0.8004032,0.0002367503,0.00007294581,0.000251644,0.004730199,0.000113039,0.1453636,0.0001850645,0.0002456897,0.0463852],"study_design_scores_gemma":[0.000007163123,0.0006528284,0.9827431,0.00002063392,0.0000493277,0.0001640241,0.001819934,0.0002674773,0.01253249,0.00005198935,0.001680692,0.00001040553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983803,0.0001485638,0.0003566925,0.00001333958,0.000002699977,0.00001516649,0.000136744,0.00001112628,0.0009354067],"genre_scores_gemma":[0.9936754,0.0002243426,0.0014435,0.00002648233,0.000005139565,0.00004150863,0.0002690623,0.000007673568,0.004306949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009641266,"threshold_uncertainty_score":0.01917028,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ile de france; Cost analysis; Quarter (Canadian coin)","authors":[{"name":"Francisco Martin Calvera Motta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01538607361040545,"gpt":0.2592549814256989,"spread":0.2438689078152934,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008747348,0.000318556,0.0003423294,0.0004530764,0.0004780322,0.001049191,0.0004311921,0.000618788,0.00156529],"category_scores_gemma":[0.001557844,0.0002656836,0.0002933144,0.0005571393,0.0007238853,0.0004897131,0.0006960983,0.0003311388,0.0002706334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007362927,"about_ca_system_score_gemma":0.000605892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005708646,"about_ca_topic_score_gemma":0.01043836,"domain_scores_codex":[0.9990188,0.0002566834,0.00004202927,0.0002079439,0.0003964886,0.0000781171],"domain_scores_gemma":[0.9989415,0.0003955923,0.0002824588,0.00005048609,0.0002966324,0.00003334305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001044066,0.0001489191,0.08070297,0.001086438,0.00007975729,0.0004897596,0.004002253,0.001847836,0.8416084,0.0005135727,0.0002571277,0.0682188],"study_design_scores_gemma":[0.00003992932,0.008730383,0.4118686,0.0002300956,0.0003755967,0.0008150248,0.01265122,0.004228206,0.5305373,0.0006731561,0.02973392,0.0001165119],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932641,0.001510042,0.002960601,0.0001564478,0.0000147984,0.00003919601,0.0001037598,0.00003437771,0.001916676],"genre_scores_gemma":[0.9932801,0.001300772,0.00303987,0.00006100762,0.000009656601,0.00004680231,0.00006922015,0.00001270516,0.002179917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005708646,"threshold_uncertainty_score":0.01135081,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"","keywords":"Geology; Chlorine; Geochemistry; Earth science; Metallurgy; Materials science","authors":[{"name":"Yuly E. Sánchez","is_ca":false},{"name":"Mehrab Mehrvar","is_ca":true},{"name":"Lynda H. McCarthy","is_ca":true},{"name":"Édgar Quiñones-Bolaños","is_ca":false},{"name":"Luis Eduardo Rodríguez Cheu","is_ca":false},{"name":"Alexander Reuβ","is_ca":false},{"name":"Jairo Romero","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03177493979670565,"gpt":0.2336239231627277,"spread":0.201848983366022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008149826,0.0002026926,0.0002692064,0.0006979669,0.0006759765,0.0008752584,0.0003683938,0.0003869708,0.001083747],"category_scores_gemma":[0.0004054982,0.0001435551,0.0002085979,0.0006793303,0.0003552992,0.0002331174,0.0003355393,0.0001964016,0.00009576247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002615391,"about_ca_system_score_gemma":0.001103086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4849032,"about_ca_topic_score_gemma":0.7001518,"domain_scores_codex":[0.9998724,0.00001353337,0.0000122497,0.00003777876,0.00002466509,0.00003926842],"domain_scores_gemma":[0.9997552,0.00004750188,0.00005402663,0.00000665547,0.00009118008,0.00004549377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003672609,0.00007972779,0.9707506,0.0002553365,0.00008575278,0.0009946899,0.003537014,0.0007819545,0.01369267,0.0002632298,0.0005659834,0.008625804],"study_design_scores_gemma":[0.000006210413,0.00002608303,0.9936891,0.00001373555,0.00001885009,0.0001014248,0.003836134,0.0004267077,0.0007684398,0.0000256472,0.001075628,0.00001201614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981353,0.0001665189,0.00004294317,0.00005967383,0.000004548002,0.000007288079,0.0006590736,0.000003689722,0.0009209284],"genre_scores_gemma":[0.9991812,0.00005519538,0.00006233133,0.00001098672,0.000001615841,0.000004492254,0.0002247846,0.000001412933,0.0004579447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4849032,"threshold_uncertainty_score":0.9641615,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"WSP (Canada)","funders":"","keywords":"Political science; Geography","authors":[{"name":"Alberto Rojas Rueda","is_ca":true},{"name":"Carolina Escobar Neira","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04831659619266569,"gpt":0.2858709711839017,"spread":0.237554374991236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001406648,0.0005606902,0.000540945,0.000813093,0.0008101294,0.003708086,0.001973132,0.001718644,0.01710425],"category_scores_gemma":[0.003427769,0.0003234359,0.0009407892,0.0009445912,0.0006932126,0.002344091,0.001170668,0.001170073,0.00206423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003256499,"about_ca_system_score_gemma":0.005459585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05941822,"about_ca_topic_score_gemma":0.06632448,"domain_scores_codex":[0.9993011,0.0003124101,0.00002701556,0.0001356505,0.0001406706,0.00008314287],"domain_scores_gemma":[0.9988183,0.0005002776,0.00008342303,0.00009357157,0.0003816849,0.0001226294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002763288,0.0002217854,0.008121748,0.0001653443,0.00014216,0.000128993,0.0004373257,0.7665549,0.001015732,0.1768516,0.01217637,0.03390771],"study_design_scores_gemma":[0.0001334213,0.0001046122,0.001682536,0.00006454267,0.00008683601,0.00003146645,0.0003841556,0.9223121,0.000375345,0.04412607,0.03067343,0.00002534286],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.2863425,0.002299031,0.4134125,0.02023773,0.001002326,0.0005863882,0.01048188,0.004906595,0.260731],"genre_scores_gemma":[0.876211,0.001162162,0.05236346,0.0004488765,0.0001377779,0.000580041,0.002935774,0.0002638072,0.06589711],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05941822,"threshold_uncertainty_score":0.1181448,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Juan Antonio","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06422831329179347,"gpt":0.3750542183747494,"spread":0.310825905082956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00122845,0.0002272771,0.0001825258,0.0006529643,0.004066455,0.003987603,0.0005800519,0.0008976485,0.005918807],"category_scores_gemma":[0.001317711,0.0001235161,0.0001682477,0.001071412,0.004885635,0.002209944,0.003485781,0.001663065,0.0002016345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01172751,"about_ca_system_score_gemma":0.008364111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1371585,"about_ca_topic_score_gemma":0.1843214,"domain_scores_codex":[0.9994386,0.0002313508,0.00001316174,0.00008924602,0.00005124244,0.0001764468],"domain_scores_gemma":[0.9995604,0.0001719833,0.00008286013,0.00004261379,0.00008412711,0.00005797482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001176051,0.00005700233,0.01614334,0.0004418268,0.0000152565,0.0006415112,0.1308798,0.0006544362,0.0009825014,0.7651917,0.01357769,0.07129735],"study_design_scores_gemma":[0.00002502633,0.0000704886,0.04199106,0.0007834965,0.00004104801,0.0001908863,0.1022667,0.0004947475,0.0005473413,0.02409584,0.8294681,0.0000251407],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4729072,0.01374379,0.01041041,0.04514754,0.0003825479,0.00006207053,0.0003868096,0.0001639134,0.4567957],"genre_scores_gemma":[0.9742805,0.003376607,0.001580505,0.000503231,0.00006068281,0.00005286634,0.00007082911,0.00001928664,0.02005553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1371585,"threshold_uncertainty_score":0.2727203,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Port (circuit theory); Key (lock); Quarter (Canadian coin); Closing (real estate)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05163425798585098,"gpt":0.3570599039806936,"spread":0.3054256459948426,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006215652,0.0005067185,0.000320938,0.0006854224,0.00723448,0.003053407,0.0006258166,0.00463692,0.05392455],"category_scores_gemma":[0.005746652,0.0003411215,0.0003470252,0.0007533435,0.0008507622,0.001638057,0.001553637,0.005571713,0.02412349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004012945,"about_ca_system_score_gemma":0.003356306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0366457,"about_ca_topic_score_gemma":0.08111358,"domain_scores_codex":[0.9990502,0.0001274827,0.00005099636,0.0001566241,0.0003191181,0.0002955506],"domain_scores_gemma":[0.9991845,0.0001813347,0.00003892611,0.0000321113,0.0004044571,0.0001585482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001625086,0.000004047984,0.0001304219,0.00002517655,0.000001159375,0.0001491918,0.000219053,0.000006204001,0.0000814959,0.002039581,0.9936178,0.003709657],"study_design_scores_gemma":[0.000002271188,0.000007338529,0.000784743,0.0000380019,0.000001293292,0.00008212413,0.0003926127,0.000008868618,0.00007506223,0.0002645524,0.9983376,0.000005395484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005124901,0.02059692,0.0002526078,0.364908,0.1185335,0.0001225173,0.001887022,0.0002397109,0.4883348],"genre_scores_gemma":[0.01649431,0.003460377,0.0001311735,0.1208138,0.00828837,0.00004698769,0.0003348007,0.00008832108,0.8503418],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05392455,"threshold_uncertainty_score":0.1803956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}