{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":12,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":12,"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":"abf9acdddf73","filters":{"venue":"Tecnología y Ciencias del Agua"}},"results":[{"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":"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":"W4225278652","doi":"10.24850/j-tyca-2022-03-05","title":"Remoción de arsénico (V) utilizando zeolita natural: pruebas de columna de lecho fijo","year":2022,"lang":"es","type":"article","venue":"Tecnología y Ciencias del Agua","topic":"Arsenic contamination and mitigation","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":"Institut National de la Recherche Scientifique","funders":"","keywords":"Sorption; Chemistry; Zeolite; Arsenic; Adsorption; Effluent; Population; Ion exchange; Clinoptilolite; Environmental chemistry; Mineralogy; Environmental engineering; Environmental science; Ion; Organic chemistry; Catalysis","authors":[{"name":"Humberto Burgos","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":0.01034598120079652,"gpt":0.2448292932574673,"spread":0.2344833120566708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002104476,0.000366217,0.0003718472,0.0002327723,0.0002123953,0.0006064281,0.0003355703,0.000285784,0.0009468587],"category_scores_gemma":[0.0003368701,0.0001734664,0.0003758689,0.0001921126,0.0002890558,0.0002841999,0.0003108905,0.000347195,0.0002780774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003780867,"about_ca_system_score_gemma":0.0002606614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005650615,"about_ca_topic_score_gemma":0.01364615,"domain_scores_codex":[0.9998505,0.00001663208,0.00000766224,0.00003728032,0.00004611717,0.00004179483],"domain_scores_gemma":[0.9998804,0.0000306134,0.00002644063,0.000009346419,0.00002988137,0.00002320311],"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":[0.0001108031,0.00003041921,0.0005459291,0.00006578982,0.00001628086,0.000031528,0.00002698701,0.0001572442,0.9967619,0.00003717189,0.00002445588,0.002191478],"study_design_scores_gemma":[0.00001632763,0.0004572569,0.005879793,0.000007525097,0.00005085153,0.00006498188,0.0000499018,0.002267363,0.9890476,0.00002104956,0.002124733,0.00001267298],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979641,0.0004157991,0.001059329,0.00002671866,0.00001524623,0.00001533999,0.00008434145,0.00004278613,0.0003764555],"genre_scores_gemma":[0.99498,0.000558541,0.00272544,0.00003013743,0.000008702199,0.00001574293,0.0001352929,0.0000209544,0.001525205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005650615,"threshold_uncertainty_score":0.01123542,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386356963","doi":"10.24850/j-tyca-14-05-09","title":"Evaluation of the physical and chemical quality and trace elements of water in Cupatitzio River, Michoacán","year":2023,"lang":"en","type":"article","venue":"Tecnología y Ciencias del Agua","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Instituto Politécnico Nacional","keywords":"Water quality; Environmental science; Wet season; Watershed; Dry season; Pollution; Hydrology (agriculture); Wastewater; Biochemical oxygen demand; Water pollution; Trace metal; Environmental chemistry; Environmental engineering; Chemical oxygen demand; Geography; Ecology; Chemistry","authors":[{"name":"Felipe Mendoza-Mora","is_ca":false},{"name":"Gustavo Cruz-Cárdenas","is_ca":false},{"name":"José Teodoro Silva","is_ca":false},{"name":"Salvador Ochoa-Estrada","is_ca":false},{"name":"Dioselina Álvarez‐Bernal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07348642828522163,"gpt":0.3453306248596626,"spread":0.271844196574441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002690435,0.0001803402,0.0001476598,0.001153881,0.000731842,0.0007707499,0.0001977774,0.0002418627,0.0003148393],"category_scores_gemma":[0.0003140934,0.00009971043,0.00009644531,0.001388431,0.0004123902,0.0002019226,0.0004327474,0.0001360917,0.00004270188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005489,"about_ca_system_score_gemma":0.000562917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06744961,"about_ca_topic_score_gemma":0.1576867,"domain_scores_codex":[0.9998198,0.00002766224,0.00001534394,0.00004772664,0.00006410254,0.00002535988],"domain_scores_gemma":[0.9998622,0.00001474321,0.00005939679,0.000005566458,0.00004361172,0.00001449901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001174725,0.00007453546,0.9748071,0.00005119754,0.00003576264,0.00023782,0.001084807,0.0001533045,0.01269805,0.00008283539,0.0001374347,0.0105197],"study_design_scores_gemma":[0.000002240663,0.00003283339,0.997726,0.000004386386,0.000007558266,0.00003254351,0.0008160834,0.0001254071,0.0007150752,0.00001222425,0.0005233841,0.000002267964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991247,0.00007171007,0.00007685037,0.0000180061,0.000001288453,0.00001257953,0.0001349593,0.000002378329,0.0005574808],"genre_scores_gemma":[0.998326,0.0001336882,0.0003715181,0.00002912223,0.000003076189,0.00002547894,0.0003464542,0.000001299382,0.0007632966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06744961,"threshold_uncertainty_score":0.1341141,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200569781","doi":"10.24850/j-tyca-2022-02-07","title":"Estimación de la distribución espacio temporal de la recarga de agua subterránea en regiones húmedas con clima tropical","year":2021,"lang":"es","type":"article","venue":"Tecnología y Ciencias del Agua","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Groundwater recharge; Aquifer; Groundwater; Precipitation; Hydrology (agriculture); Water balance; Environmental science; Spatial variability; Structural basin; Geology; Geography; Geomorphology; Mathematics","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":0.01001747602668443,"gpt":0.2552836876950847,"spread":0.2452662116684003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004276549,0.0001994182,0.0001450837,0.001107635,0.0001370659,0.0004238696,0.0001842901,0.0001998227,0.0005730385],"category_scores_gemma":[0.0008856623,0.00009740885,0.0003208894,0.001098471,0.0001568627,0.0002524107,0.0001909697,0.0001234879,0.0001307248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006362473,"about_ca_system_score_gemma":0.0002937969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1439282,"about_ca_topic_score_gemma":0.1604978,"domain_scores_codex":[0.9998926,0.00001660677,0.000009207685,0.00004239767,0.00001854391,0.00002067669],"domain_scores_gemma":[0.9994693,0.0001391268,0.0002022124,0.00003861559,0.0001198116,0.00003092947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001165147,0.00001771743,0.9825515,0.00004254108,0.0001066452,0.00008479902,0.0003363573,0.002022261,0.001576415,0.0001297976,0.000357797,0.01265763],"study_design_scores_gemma":[0.000002659184,0.00001193605,0.9949333,0.000007959347,0.00002144898,0.00003913463,0.0002035207,0.003703405,0.000184474,0.00003197547,0.0008558573,0.000004318656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996111,0.0002842585,0.0004431546,0.0000450148,0.000004304481,0.000005138016,0.002023527,0.00004376228,0.001039811],"genre_scores_gemma":[0.9972259,0.000194125,0.0007089527,0.000005210574,0.000007707503,0.00001133423,0.001393691,0.000005389404,0.0004476968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1439282,"threshold_uncertainty_score":0.286181,"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":"W4308010802","doi":"10.24850/j-tyca-13-06-09","title":"Assessment of the tsunami hazard on the Algerian coast: Scenario study of a tsunami generated by an earthquake on the Bay of Algiers","year":2022,"lang":"en","type":"article","venue":"Tecnología y Ciencias del Agua","topic":"Geological and Geophysical Studies Worldwide","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Bureau de Recherches Géologiques et Minières; Government of Canada","keywords":"Seismology; Geology; Hazard; Bay; Tsunami wave; Hazard analysis; Oceanography; Engineering","authors":[{"name":"Mostefa Snoussi","is_ca":false},{"name":"Mustapha Kamel Mihoubi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02160883528348516,"gpt":0.2245246159865703,"spread":0.2029157807030851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003630887,0.0006742966,0.0004026013,0.0006699577,0.0004716345,0.0009362762,0.0006004419,0.00120922,0.001396795],"category_scores_gemma":[0.0004998079,0.0002077812,0.0006409272,0.0006392517,0.0003495406,0.0004501186,0.0004990982,0.0003795884,0.0001131282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001406747,"about_ca_system_score_gemma":0.0006989824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06630799,"about_ca_topic_score_gemma":0.04398313,"domain_scores_codex":[0.9998653,0.00005651825,0.000006876486,0.00001511902,0.00001941177,0.00003675114],"domain_scores_gemma":[0.9997585,0.0001026131,0.00003700542,0.00001085113,0.00004610941,0.00004487839],"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":[0.0002250469,0.0002658267,0.03505537,0.0001051904,0.0001067449,0.001822149,0.0001915134,0.953408,0.002157453,0.001178016,0.0006451975,0.00483954],"study_design_scores_gemma":[0.00004639767,0.0003084269,0.02798303,0.00002447162,0.00008311257,0.0001523505,0.001288733,0.9673336,0.001419099,0.0006113992,0.0007167818,0.00003264534],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955783,0.00008181885,0.001234991,0.0001531737,0.000007435421,0.00002767095,0.0004074189,0.00002108864,0.00248798],"genre_scores_gemma":[0.997919,0.0001091056,0.00111696,0.00001147684,0.000003886919,0.00001790887,0.0002091703,0.000003995979,0.0006083664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06630799,"threshold_uncertainty_score":0.131844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293504028","doi":"10.24850/j-tyca-15-2-9","title":"Assessment of carbamazepine removal from hospital wastewater in a non conventional biofilter and the application of electro-oxidation as pre-treatment","year":2022,"lang":"en","type":"article","venue":"Tecnología y Ciencias del Agua","topic":"Pharmaceutical and Antibiotic Environmental Impacts","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":"Instituto Politécnico Nacional","keywords":"Biofilter; Carbamazepine; Wastewater; Sewage treatment; Waste management; Environmental science; Environmental engineering; Medicine; Engineering","authors":[{"name":"Javier Alejandro Navarro-Franco","is_ca":false},{"name":"Marco A. Garzón‐Zúñiga","is_ca":true},{"name":"Patrick Drogui","is_ca":false},{"name":"Blanca E. Barragán‐Huerta","is_ca":false},{"name":"Juan M. Vigueras-Cortés","is_ca":false},{"name":"Eduardo Lozano Guzmán","is_ca":false},{"name":"Francisco Javier Moreno-Cruz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008127250206263375,"gpt":0.265761850366609,"spread":0.2576346001603457,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002110842,0.00032639,0.0004055158,0.0002127628,0.0001818398,0.0005272827,0.0002854428,0.0004636547,0.0005168515],"category_scores_gemma":[0.0002263761,0.0001466156,0.0004650312,0.0002714614,0.0001207406,0.0002392788,0.0002824783,0.0003622496,0.0001858667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003433057,"about_ca_system_score_gemma":0.0003959442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006524752,"about_ca_topic_score_gemma":0.009578384,"domain_scores_codex":[0.9995418,0.00005328601,0.00004979294,0.00006887585,0.0002124925,0.00007382369],"domain_scores_gemma":[0.9998684,0.00002309171,0.00002465281,0.00001035792,0.00005809985,0.00001536537],"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":[0.000123675,0.0001156686,0.0009608315,0.000139103,0.00001342471,0.00005846425,0.00002805215,0.0001767585,0.9952297,0.00002045426,0.00004029886,0.003093616],"study_design_scores_gemma":[0.00001450856,0.001144875,0.01408594,0.00001825225,0.0000397691,0.00009830301,0.0001672304,0.002637548,0.9805949,0.00002167138,0.00116259,0.00001438911],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971946,0.0005062675,0.001049491,0.00004280903,0.00001933758,0.00003853193,0.0002180833,0.00001812706,0.0009126207],"genre_scores_gemma":[0.9908235,0.001271004,0.004095252,0.00005902944,0.000008093595,0.00007099988,0.0005222756,0.000009360636,0.003140398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006524752,"threshold_uncertainty_score":0.01297355,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415713780","doi":"10.24850/j-tyca-2026-04-05","title":"Virtual Water and Water Footprint: Bibliometric Valuation of its Scientific Analysis","year":2025,"lang":"","type":"article","venue":"Tecnología y Ciencias del Agua","topic":"Environmental Impact and Sustainability","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":"Virtual water; Scopus; Water use; Valuation (finance); Water resources; Product (mathematics); Socioeconomic status; Resource (disambiguation)","authors":[{"name":"Erik Carrillo","is_ca":false},{"name":"Ricardo Salazar-Velázquez","is_ca":false},{"name":"Vidal Salazar Solano","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02271524913702015,"gpt":0.2699841215339533,"spread":0.2472688723969332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01319913,0.000641328,0.001317731,0.1796006,0.001269542,0.007409959,0.0008157642,0.0007088566,0.004174716],"category_scores_gemma":[0.06957214,0.0002026607,0.001345506,0.2375783,0.001866396,0.005135073,0.003930009,0.0005085102,0.0005306314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002602643,"about_ca_system_score_gemma":0.003647579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003800116,"about_ca_topic_score_gemma":0.003812409,"domain_scores_codex":[0.9773136,0.006641762,0.003447124,0.001063593,0.01087513,0.0006588176],"domain_scores_gemma":[0.9226363,0.05150044,0.009496233,0.003707189,0.01166308,0.0009967559],"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":[0.0004176063,0.0002480293,0.3907841,0.01468334,0.002963369,0.0006968596,0.01098736,0.007628699,0.002470597,0.07308847,0.02134978,0.4746819],"study_design_scores_gemma":[0.0001065753,0.0003502293,0.6589243,0.005474569,0.003136821,0.002317477,0.03318485,0.02469719,0.003934081,0.08880987,0.1787717,0.000292387],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6971506,0.05361867,0.02230016,0.004322374,0.0006706503,0.001022664,0.04421208,0.0006095219,0.1760933],"genre_scores_gemma":[0.9653783,0.01100977,0.01099303,0.0000975581,0.0003914251,0.000521986,0.009848721,0.00005831074,0.001700888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8203994,"threshold_uncertainty_score":0.06980455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407948844","doi":"10.24850/j-tyca-2025-02-10","title":"Política hídrica en Veracruz, una mirada desde la coherencia vertical, la transparencia y el alfabetismo hídrico","year":2025,"lang":"es","type":"article","venue":"Tecnología y Ciencias del Agua","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bishop's University","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Carmen Maganda","is_ca":false},{"name":"María del Socorro Aguilar Cucurachi","is_ca":false},{"name":"Julia Ros Cuellar","is_ca":true},{"name":"María del Socorro Lara López","is_ca":false},{"name":"Georgina Vidriales-Chan","is_ca":false},{"name":"Miriam G. Ramos-Escobedo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01120915075436283,"gpt":0.2812113842548001,"spread":0.2700022335004373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001306298,0.0002537344,0.0002190317,0.001297928,0.002896629,0.004703678,0.000420494,0.0006361915,0.007953902],"category_scores_gemma":[0.002726493,0.0001919213,0.0001740265,0.00219252,0.002342197,0.001896378,0.002030839,0.001262721,0.0003349929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01197973,"about_ca_system_score_gemma":0.01153211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1789798,"about_ca_topic_score_gemma":0.2491381,"domain_scores_codex":[0.9989465,0.0002410227,0.00003318454,0.0001958175,0.0002847386,0.0002986897],"domain_scores_gemma":[0.9988205,0.0002841735,0.0002774011,0.0001074388,0.0003969884,0.0001134909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002298947,0.00007039445,0.1019416,0.001241182,0.00008464089,0.0008841453,0.04850503,0.002320308,0.003751758,0.5571167,0.04583975,0.2380146],"study_design_scores_gemma":[0.00001321191,0.00008214911,0.1921506,0.001175405,0.0000717231,0.0001645497,0.0343987,0.0006483966,0.001180005,0.008563278,0.7615179,0.00003405965],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5451216,0.01047884,0.01013896,0.03309014,0.0005542369,0.0002300375,0.001991363,0.0002764558,0.3981183],"genre_scores_gemma":[0.9399831,0.004356495,0.004188839,0.0009687632,0.00008064759,0.0001319187,0.0005892117,0.00005429019,0.04964677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1789798,"threshold_uncertainty_score":0.3558761,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392359543","doi":"10.24850/j-tyca-15-02-03","title":"Assessment of carbamazepine removal from hospital wastewater in a non conventional biofilter and the application of electro-oxidation as pre-treatment","year":2024,"lang":"en","type":"article","venue":"Tecnología y Ciencias del Agua","topic":"Pharmaceutical and Antibiotic Environmental Impacts","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":"Institut National de la Recherche Scientifique","funders":"Instituto Politécnico Nacional","keywords":"Biofilter; Effluent; Adsorption; Chemistry; Wastewater; Biotransformation; Carbamazepine; Chromatography; Pulp and paper industry; Nuclear chemistry; Environmental chemistry; Environmental engineering; Environmental science; Organic chemistry; Biology","authors":[{"name":"Javier Alejandro Navarro-Franco","is_ca":false},{"name":"Marco A. Garzón‐Zúñiga","is_ca":true},{"name":"Patrick Drogui","is_ca":true},{"name":"Blanca E. Barragán‐Huerta","is_ca":false},{"name":"Juan M. Vigueras-Cortés","is_ca":false},{"name":"Eduardo Lozano Guzmán","is_ca":false},{"name":"Francisco Javier Moreno-Cruz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00814596619940748,"gpt":0.2786156472829808,"spread":0.2704696810835733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000201241,0.0003728575,0.000437574,0.0002123744,0.0001775001,0.0006253127,0.000255174,0.0004868664,0.0003715427],"category_scores_gemma":[0.0002845888,0.0001447678,0.0004474123,0.0002792884,0.0001344133,0.0002454329,0.0002726584,0.0003439762,0.0001448303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003225884,"about_ca_system_score_gemma":0.0003453999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005495362,"about_ca_topic_score_gemma":0.007213417,"domain_scores_codex":[0.999582,0.00005465662,0.00004347672,0.00006273348,0.0001964047,0.00006070998],"domain_scores_gemma":[0.9998506,0.00003041947,0.00003052031,0.000009635143,0.00006167941,0.00001711714],"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":[0.0001235507,0.00008346538,0.001316282,0.0001438987,0.00001638532,0.00006317992,0.00002832099,0.0001562107,0.9954863,0.0000129216,0.00002689247,0.002542556],"study_design_scores_gemma":[0.00001933105,0.001462237,0.02342597,0.00002371452,0.0000716467,0.0001947923,0.000216519,0.002125903,0.9713225,0.00002437747,0.001097218,0.00001578476],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981,0.0004869442,0.0007053011,0.00002968157,0.00001170516,0.00002392166,0.0001331103,0.00001078429,0.0004986431],"genre_scores_gemma":[0.9944576,0.001190307,0.002474114,0.00004227778,0.000007030174,0.00004015826,0.0003070017,0.000007351571,0.001474154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005495362,"threshold_uncertainty_score":0.01092678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388141999","doi":"10.24850/j-tyca-14-06-06","title":"Calidad de agua para uso recreativo del Río Ctalamochita en Villa María, Córdoba, Argentina","year":2023,"lang":"es","type":"article","venue":"Tecnología y Ciencias del Agua","topic":"Water Quality and Pollution Assessment","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; Forestry; Art","authors":[{"name":"Graciela N. Marín","is_ca":false},{"name":"Silvia Moyano","is_ca":false},{"name":"Fernanda Biolé","is_ca":false},{"name":"Paula Debernardi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03889790465643144,"gpt":0.3067634281223329,"spread":0.2678655234659014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000556219,0.0005980722,0.0004274358,0.001083159,0.001575719,0.001359612,0.0007385602,0.0003874576,0.004891699],"category_scores_gemma":[0.001098765,0.0002815623,0.0003356743,0.001864538,0.0007944533,0.0004188119,0.0007417526,0.0004957764,0.000522959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008435912,"about_ca_system_score_gemma":0.004736787,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6719862,"about_ca_topic_score_gemma":0.8468242,"domain_scores_codex":[0.9992668,0.00006015425,0.00002378587,0.0002131771,0.0002730623,0.000163071],"domain_scores_gemma":[0.9995033,0.00005557833,0.00009572817,0.00002184635,0.0002380322,0.00008562845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001455521,0.0003242444,0.7755247,0.0015613,0.0001874261,0.001736434,0.01066436,0.002441691,0.03795377,0.001607228,0.006791867,0.1597514],"study_design_scores_gemma":[0.0000151854,0.0001552506,0.9754513,0.0001696688,0.0000430513,0.0001404362,0.003584445,0.0006351296,0.001667718,0.00007374553,0.01803783,0.00002629385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722883,0.002830968,0.0008183595,0.0003313876,0.00006055076,0.0001372234,0.002406124,0.00008571661,0.02104142],"genre_scores_gemma":[0.9788851,0.002054118,0.002479837,0.00005562994,0.00002120683,0.0001612681,0.001362484,0.00003778021,0.01494257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6719862,"threshold_uncertainty_score":0.6598911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}