{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":172,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":172,"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":"4f621c731c07","filters":{"topic":"Water management and technologies"}},"results":[{"id":"W1934661175","doi":"10.1186/s40068-015-0039-9","title":"Qanat water supply systems: a revisit of sustainability perspectives","year":2015,"lang":"en","type":"article","venue":"ENVIRONMENTAL SYSTEMS RESEARCH","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Sustainability; Arid; Water supply; Groundwater; Environmental planning; Sustainable development; Environmental resource management; Rainwater harvesting; Geography; Water resource management; Business; Engineering; Environmental science; Political science; Ecology; Environmental engineering","authors":[{"name":"Fuzhan Nasiri","is_ca":true},{"name":"Mohammad Mafakheri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06198715317975588,"gpt":0.2784151402821219,"spread":0.216427987102366,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001940717,0.0006962731,0.0004735455,0.002763992,0.001953228,0.005143016,0.0007629349,0.001290543,0.002474864],"category_scores_gemma":[0.001263036,0.0003451606,0.0004538889,0.004349591,0.00781312,0.006093616,0.002110321,0.002109954,0.0002915298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008703486,"about_ca_system_score_gemma":0.007567884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01887724,"about_ca_topic_score_gemma":0.02589337,"domain_scores_codex":[0.9989982,0.0003646253,0.00009367871,0.0001466049,0.0002789171,0.000117888],"domain_scores_gemma":[0.9990731,0.0003270914,0.0001254033,0.00005901916,0.000378714,0.0000365804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002073971,0.00004018205,0.002783353,0.002044649,0.00003333487,0.0004994321,0.005736348,0.004371454,0.001292441,0.8230791,0.008563794,0.1515351],"study_design_scores_gemma":[0.000003407037,0.00006181317,0.004565241,0.001880547,0.00002376497,0.000608384,0.007016746,0.002025378,0.0006950488,0.1735971,0.8094856,0.00003705458],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05295441,0.6380414,0.03612269,0.09527192,0.002633142,0.00007509193,0.0005512614,0.0001386485,0.1742114],"genre_scores_gemma":[0.5237304,0.4424149,0.01671036,0.003795464,0.001781069,0.0000757064,0.0002319621,0.0000591925,0.01120097],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01887724,"threshold_uncertainty_score":0.0631485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2568066834","doi":"10.7554/elife.20983","title":"A molecular portrait of maternal sepsis from Byzantine Troy","year":2017,"lang":"en","type":"article","venue":"eLife","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Institute for Advanced Research; McMaster University","funders":"National Institute of General Medical Sciences; Division of Materials Research; Canada Research Chairs; National Institute of Allergy and Infectious Diseases; Natural Sciences and Engineering Research Council of Canada; McMaster University; University of Wisconsin-Madison; Wisconsin Alumni Research Foundation; National Institutes of Health; National Science Foundation","keywords":"Portrait; Byzantine architecture; Sepsis; Biology; Medicine; History; Immunology; Classics; Art history","authors":[{"name":"Alison Devault","is_ca":true},{"name":"Tatum D. Mortimer","is_ca":false},{"name":"Andrew Kitchen","is_ca":false},{"name":"Henrike Kiesewetter","is_ca":false},{"name":"Jacob Enk","is_ca":true},{"name":"G. Brian Golding","is_ca":true},{"name":"John Southon","is_ca":false},{"name":"Melanie Kuch","is_ca":true},{"name":"Ana T. Duggan","is_ca":true},{"name":"William Aylward","is_ca":false},{"name":"Shea N. Gardner","is_ca":false},{"name":"Jonathan Allen","is_ca":false},{"name":"Andrew King","is_ca":true},{"name":"Gerard D. Wright","is_ca":true},{"name":"Makoto Kuroda","is_ca":false},{"name":"Kengo Kato","is_ca":false},{"name":"Derek E. G. Briggs","is_ca":false},{"name":"Gino Fornaciari","is_ca":false},{"name":"Edward C. Holmes","is_ca":false},{"name":"Hendrik N. Poinar","is_ca":true},{"name":"Caitlin S. Pepperell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0175779240800357,"gpt":0.2148575670138493,"spread":0.1972796429338136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001016064,0.0001515255,0.0001549066,0.0009795411,0.0004715351,0.0004340006,0.0001395087,0.0004011581,0.001194349],"category_scores_gemma":[0.0002137866,0.0001218235,0.0001394737,0.0006729201,0.0003095997,0.0001831747,0.000268803,0.0003776367,0.0003515775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002014647,"about_ca_system_score_gemma":0.0001913132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002692124,"about_ca_topic_score_gemma":0.006782257,"domain_scores_codex":[0.9999313,0.000008357299,0.00000439989,0.00001873435,0.00001309802,0.00002407601],"domain_scores_gemma":[0.9999168,0.00001068537,0.00003985994,0.000008219063,0.00001299721,0.00001149356],"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":[0.0002020871,0.0000175183,0.04402844,0.0001590161,0.00002614534,0.003487268,0.001944973,0.0001158946,0.9267228,0.0003324702,0.0008431623,0.02212026],"study_design_scores_gemma":[0.00001062619,0.0002736234,0.8617996,0.0001805377,0.0000833294,0.01537085,0.003919392,0.0007734774,0.045534,0.0006518633,0.07137643,0.00002616974],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893286,0.003875782,0.001197812,0.0005108257,0.00003519722,0.0000212842,0.0009903512,0.00003759875,0.004002536],"genre_scores_gemma":[0.9828779,0.006917268,0.003638651,0.0003139871,0.00004870741,0.00003345671,0.002243767,0.00003794596,0.003888302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002692124,"threshold_uncertainty_score":0.005352855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2569547879","doi":"","title":"Water balances in the Eastern Mediterranean","year":2000,"lang":"en","type":"other","venue":"","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mediterranean climate; Geography; Archaeology","authors":[{"name":"David B. Brooks","is_ca":false},{"name":"Özay Mehmet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02401347679922969,"gpt":0.1989335936314089,"spread":0.1749201168321793,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004917087,0.0003603464,0.0002380083,0.0007877714,0.0004418407,0.001013362,0.000376471,0.0002425869,0.009691986],"category_scores_gemma":[0.0003215788,0.000134034,0.0001438058,0.001596241,0.0001977855,0.0005896782,0.0005495235,0.0001840032,0.001206948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00254045,"about_ca_system_score_gemma":0.001683994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1598743,"about_ca_topic_score_gemma":0.2877803,"domain_scores_codex":[0.9999002,0.00001182141,0.000007870352,0.00002420474,0.00004294557,0.00001299226],"domain_scores_gemma":[0.9998882,0.000005717544,0.00001025354,0.000008193136,0.00006983805,0.00001778465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008936433,0.0001018222,0.03782028,0.0006150989,0.0001066073,0.0002880239,0.002276086,0.003856942,0.01033951,0.007468311,0.3321715,0.6040622],"study_design_scores_gemma":[0.00007856644,0.00007824155,0.1242873,0.0002602067,0.00008059935,0.00009450198,0.0009333577,0.001309176,0.003146727,0.001662815,0.8680447,0.00002382576],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3876836,0.07739795,0.002949072,0.01948862,0.001466147,0.0001888413,0.0215733,0.0007612337,0.4884914],"genre_scores_gemma":[0.6658717,0.02760351,0.004069429,0.0008213287,0.0004992303,0.00006374864,0.00554149,0.0002045518,0.295325],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1598743,"threshold_uncertainty_score":0.3178874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1896849897","doi":"10.1306/m78834c16","title":"The Masila Fields, Republic of Yemen","year":2003,"lang":"en","type":"book-chapter","venue":"American Association of Petroleum Geologists eBooks","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Memoir; Geography; Archaeology; History; Ancient history; Geology; Library science; Art history; Computer science","authors":[{"name":"W.A. King","is_ca":true},{"name":"Brandon Mills","is_ca":true},{"name":"Scott Gardiner","is_ca":true},{"name":"Arno Abdillah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01057125741648197,"gpt":0.1896389421047309,"spread":0.1790676846882489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008981927,0.0004577671,0.0001314834,0.0005728668,0.0009250825,0.0006572122,0.0002182843,0.0002570437,0.02702652],"category_scores_gemma":[0.0001122017,0.0001944746,0.00009063422,0.001422607,0.0002519356,0.0004396415,0.0005840765,0.0002149462,0.002105225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001937809,"about_ca_system_score_gemma":0.001727899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04479435,"about_ca_topic_score_gemma":0.1067523,"domain_scores_codex":[0.9999382,0.000006622547,0.000003449534,0.000009678223,0.000006527059,0.00003548641],"domain_scores_gemma":[0.999971,0.000004557932,0.000009318846,0.000002342828,0.000008313877,0.000004374784],"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":[0.0009999461,0.0002227004,0.254074,0.002784621,0.0001556228,0.0130373,0.008679082,0.003568031,0.02910453,0.03733373,0.1326042,0.5174361],"study_design_scores_gemma":[0.00006077179,0.0001490322,0.3199252,0.0004743714,0.00003716989,0.001848295,0.01418,0.0006941267,0.005952119,0.001260643,0.6553863,0.0000318885],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6593747,0.01888815,0.0008400182,0.002765486,0.000145139,0.0003016373,0.01528967,0.0001791542,0.302216],"genre_scores_gemma":[0.8386401,0.009672591,0.001485245,0.0004444145,0.00003304809,0.0002968461,0.008898444,0.00002987994,0.1404994],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04479435,"threshold_uncertainty_score":0.09041274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999213064","doi":"10.1080/09503110802283408","title":"Water Supply in Medieval Middle Eastern Cities: The Case of Cairo","year":2008,"lang":"en","type":"article","venue":"Al-Masāq","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Water supply; Quarter (Canadian coin); Population; Hydrology (agriculture); Water tanks; Structural basin; Geography; Geology; Archaeology; Environmental science; Environmental engineering; Geomorphology","authors":[{"name":"Amalia Levanoni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03965947163542487,"gpt":0.2010765721045403,"spread":0.1614171004691154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002717405,0.0002522067,0.0001782504,0.001115007,0.007301488,0.002888017,0.001158445,0.001660793,0.005786048],"category_scores_gemma":[0.0007883864,0.0002627702,0.00021396,0.003352751,0.003572484,0.001228711,0.003357997,0.001311079,0.0002266415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01893673,"about_ca_system_score_gemma":0.008094182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6560245,"about_ca_topic_score_gemma":0.8031788,"domain_scores_codex":[0.9995413,0.00006307154,0.00001295116,0.00002667405,0.0000442622,0.000311763],"domain_scores_gemma":[0.9995049,0.00006213931,0.00009797548,0.00001785136,0.00007289945,0.0002441911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006861637,0.0005556119,0.4455211,0.001413308,0.0002464505,0.07424138,0.2750247,0.002221844,0.00255498,0.1054294,0.02899711,0.06310809],"study_design_scores_gemma":[0.00007036728,0.0000856839,0.4724084,0.0004416423,0.00006488685,0.004095348,0.4403324,0.0008568501,0.000303952,0.002745843,0.07851847,0.00007617404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618028,0.002651452,0.00004503096,0.0104874,0.00003023005,0.0000255631,0.0001424723,0.000006723496,0.02480828],"genre_scores_gemma":[0.9949426,0.001302991,0.00005421576,0.000776673,0.00002647559,0.00001474521,0.0000603088,0.000004246815,0.002817775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6560245,"threshold_uncertainty_score":0.6920024,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2117323015","doi":"10.7202/705508ar","title":"Ressources hydriques en Algérie du Nord","year":2005,"lang":"fr","type":"article","venue":"Revue des sciences de l eau","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":25,"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":"Political science; Humanities; Physics; Geography; Philosophy","authors":[{"name":"A. Boudjadja","is_ca":true},{"name":"M. Messahel","is_ca":true},{"name":"H. Pauc","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07871654012254733,"gpt":0.2728393333046645,"spread":0.1941227931821172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003410914,0.0002249537,0.000270233,0.0006038961,0.0009215465,0.0008860417,0.0002288239,0.0002546034,0.0005578264],"category_scores_gemma":[0.0003759877,0.0001869564,0.0001900388,0.0008865332,0.0005183069,0.0004903359,0.0005933308,0.0001887732,0.0001105388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001496459,"about_ca_system_score_gemma":0.001278402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09241824,"about_ca_topic_score_gemma":0.1526136,"domain_scores_codex":[0.9998496,0.00002767427,0.000008249575,0.00003004303,0.00004799696,0.00003648534],"domain_scores_gemma":[0.999849,0.00002493729,0.00004611758,0.000008915814,0.00005200977,0.00001909781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001509647,0.0001186058,0.6474543,0.001044102,0.0002803765,0.002533379,0.006207598,0.05381414,0.1441849,0.004158687,0.001242243,0.1374521],"study_design_scores_gemma":[0.00004752285,0.000511945,0.9106537,0.0001825809,0.0001481346,0.0005690407,0.009943876,0.01419127,0.02829288,0.002007052,0.03336227,0.00008972416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994967,0.0009227965,0.00059404,0.00007875957,0.00000817766,0.000004460119,0.0001431519,0.00001291892,0.003268594],"genre_scores_gemma":[0.9950259,0.001065715,0.001359424,0.00002779748,0.000003671993,0.000005734606,0.0001010052,0.000005715262,0.002405097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09241824,"threshold_uncertainty_score":0.1837606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381430850","doi":"10.1162/jinh_a_01971","title":"An Environmental and Climate History of the Roman Expansion in Italy","year":2023,"lang":"en","type":"article","venue":"The Journal of Interdisciplinary History","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Government of Canada","keywords":"Period (music); Psychological resilience; Climate change; Unitary state; Socioeconomic status; Geography; History; Political science; Ecology; Sociology; Demography; Population; Law; Psychology; Social psychology; Art","authors":[{"name":"Seth Bernard","is_ca":false},{"name":"Joseph R. McConnell","is_ca":false},{"name":"Federico Di Rita","is_ca":false},{"name":"Fabrizio Michelangeli","is_ca":false},{"name":"Donatella Magri","is_ca":false},{"name":"Laura Sadori","is_ca":false},{"name":"Alessia Masi","is_ca":false},{"name":"Giovanni Zanchetta","is_ca":false},{"name":"Mónica Bini","is_ca":false},{"name":"Alessandra Celant","is_ca":false},{"name":"Angela Trentacoste","is_ca":false},{"name":"Lisa Lodwick","is_ca":false},{"name":"Jeffrey Samuels","is_ca":false},{"name":"Marta Mariotti Lippi","is_ca":false},{"name":"Cristina Bellini","is_ca":false},{"name":"Claudia Paparella","is_ca":false},{"name":"Dan-el Padilla Peralta","is_ca":false},{"name":"James Tan","is_ca":false},{"name":"Peter van Dommelen","is_ca":false},{"name":"Andrea U. De Giorgi","is_ca":false},{"name":"Caroline Cheung","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01637750926665656,"gpt":0.2061867363427748,"spread":0.1898092270761182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000526945,0.0001213021,0.0001832524,0.0009673168,0.0007475074,0.0008952952,0.0001841221,0.0002982802,0.00315351],"category_scores_gemma":[0.001032153,0.0001389956,0.0001344083,0.001687657,0.001696599,0.0005317167,0.001057106,0.0006045472,0.0002234166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001522948,"about_ca_system_score_gemma":0.0006299231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007283159,"about_ca_topic_score_gemma":0.01352453,"domain_scores_codex":[0.9997327,0.00009281273,0.00001140975,0.00004323571,0.00003520459,0.0000846322],"domain_scores_gemma":[0.9997253,0.00006909325,0.0001007545,0.00003425633,0.00004099973,0.00002969737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001563836,0.0002736957,0.370087,0.001454291,0.0001856609,0.008385202,0.05089834,0.005899909,0.008523238,0.1877252,0.02852025,0.3364835],"study_design_scores_gemma":[0.00001520407,0.00008548035,0.79032,0.000271584,0.00002374111,0.0008810288,0.002360547,0.0005114005,0.0004890708,0.002369138,0.2026478,0.00002517836],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8530547,0.008233914,0.0006694262,0.002752718,0.00007841442,0.00002399755,0.0004387551,0.0000270391,0.1347211],"genre_scores_gemma":[0.9965832,0.001350089,0.0001408843,0.0001111326,0.00008445082,0.000005909231,0.0001390179,0.000007317623,0.001578067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007283159,"threshold_uncertainty_score":0.01448154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149547120","doi":"10.4000/vertigo.6782","title":"Analyse et suivi du phénomène de la désertification en Algérie du nord","year":2009,"lang":"fr","type":"article","venue":"VertigO","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":24,"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","authors":[{"name":"Mohamed Benslimane","is_ca":false},{"name":"Abderrahmane Hamımed","is_ca":false},{"name":"Wael El Zerey","is_ca":false},{"name":"K. Mederbal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01486790253148907,"gpt":0.2369864714773752,"spread":0.2221185689458861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008704765,0.0001906753,0.0002199114,0.0008557327,0.0003523974,0.001059746,0.0001437898,0.000212256,0.0007481246],"category_scores_gemma":[0.00103304,0.0001625281,0.000274389,0.001093285,0.0005506693,0.0005266578,0.0002406314,0.0001510494,0.00009331582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000977193,"about_ca_system_score_gemma":0.0004876374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0398143,"about_ca_topic_score_gemma":0.04712817,"domain_scores_codex":[0.999871,0.00003514667,0.000009084461,0.00003027033,0.00003630947,0.0000181355],"domain_scores_gemma":[0.9994931,0.0001809879,0.0001384273,0.00002927458,0.000139898,0.00001829669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001970166,0.00003814996,0.897404,0.0004688045,0.0002344375,0.0005514413,0.006092281,0.01855803,0.02544371,0.002262926,0.0004584231,0.04829082],"study_design_scores_gemma":[0.000006048881,0.00004885156,0.978634,0.00004928483,0.00005432211,0.0002752064,0.003208423,0.007829855,0.004064669,0.000938289,0.004863379,0.00002761053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942338,0.0006822039,0.002416398,0.00006945716,0.000005069868,0.00001058768,0.0002737894,0.00001500849,0.002293682],"genre_scores_gemma":[0.9962328,0.0006422403,0.001929792,0.00001509779,0.000003903728,0.000008322609,0.0001919426,0.000006377344,0.0009694566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0398143,"threshold_uncertainty_score":0.0791651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2058520097","doi":"10.3406/morfo.2002.1124","title":"La place de l'hydrogéomorphologie dans les études d'inondation en France méditerranéenne / The contribution of hydrogeomorphology in flood hazard assessment: a review of the situation in southern France","year":2002,"lang":"en","type":"review","venue":"Géomorphologie relief processus environnement","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministère des Transports","funders":"","keywords":"Flood myth; Geography; Water resource management; Hydrology (agriculture); Physical geography; Environmental science; Geology; Archaeology; Geotechnical engineering","authors":[{"name":"Gérald Garry","is_ca":true},{"name":"Jean-Louis Ballais","is_ca":false},{"name":"Marcel Masson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02851232719704426,"gpt":0.2641856966080323,"spread":0.235673369410988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00666386,0.001021516,0.001226652,0.008317234,0.0005067356,0.003382248,0.0010101,0.001198008,0.001953529],"category_scores_gemma":[0.003034717,0.0004120853,0.0006896151,0.005561037,0.003066172,0.002663336,0.0009319991,0.001201781,0.0005131911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004119792,"about_ca_system_score_gemma":0.002581716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02771552,"about_ca_topic_score_gemma":0.01768833,"domain_scores_codex":[0.9986407,0.0004812616,0.0001660654,0.0002633826,0.0003662178,0.00008240422],"domain_scores_gemma":[0.9963295,0.001872892,0.0004316863,0.0000865172,0.001105667,0.0001737644],"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":[0.0001160474,0.00005267244,0.01336261,0.006738026,0.0001473415,0.001066311,0.002340424,0.002081362,0.001966261,0.008491916,0.01024863,0.9533884],"study_design_scores_gemma":[0.00002067891,0.0002842636,0.09581982,0.007098538,0.0001695937,0.004241899,0.00291249,0.001092806,0.0007949936,0.004277797,0.8831579,0.000129316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003833737,0.9926537,0.0005761479,0.001489929,0.0001514791,0.00000465528,0.00003085302,0.00001261779,0.001246848],"genre_scores_gemma":[0.04953648,0.9448746,0.001862009,0.00095695,0.001301334,0.00001830078,0.00010766,0.00001498168,0.001327728],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02771552,"threshold_uncertainty_score":0.05510837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2049366955","doi":"10.1139/l03-029","title":"Influence de la pouzzolane de Beni-saf sur les caractéristiques mécaniques des bétons","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Pozzolan; Compressive strength; Cement; Materials science; Environmental science; Pulp and paper industry; Composite material; Engineering; Portland cement","authors":[{"name":"Nadia Belas Belaribi","is_ca":false},{"name":"M Semcha","is_ca":false},{"name":"L. Laoufi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009636145129923841,"gpt":0.1784367346500533,"spread":0.1688005895201295,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004292514,0.000350388,0.0003301235,0.000341608,0.0003242911,0.0004760397,0.0003719238,0.0004772523,0.002118863],"category_scores_gemma":[0.0010732,0.0001961692,0.0001598372,0.000236245,0.0005111955,0.0002881333,0.0003399787,0.0004557864,0.0003595148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004278008,"about_ca_system_score_gemma":0.0004007813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003350532,"about_ca_topic_score_gemma":0.007243231,"domain_scores_codex":[0.9994986,0.0001880711,0.00002430493,0.00008479995,0.0001471619,0.00005705288],"domain_scores_gemma":[0.9993215,0.0002744719,0.000157593,0.00003845646,0.0001222108,0.00008577813],"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":[0.002393315,0.0002760924,0.003833067,0.0002002636,0.00003810717,0.0001166427,0.0002280017,0.0007009331,0.9805272,0.000160296,0.00004508272,0.01148107],"study_design_scores_gemma":[0.00002769473,0.002524118,0.01325071,0.00003015265,0.00007518465,0.0001167831,0.0001424875,0.0007304524,0.9800806,0.00003832885,0.002965615,0.00001777924],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983091,0.0005236504,0.0002793484,0.00002903657,0.000006882316,0.00001120567,0.00003433222,0.000009610789,0.0007967867],"genre_scores_gemma":[0.995869,0.0005044044,0.001452022,0.00002633219,0.000006526182,0.00001151283,0.0000572817,0.00001390486,0.002059076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003350532,"threshold_uncertainty_score":0.007088304,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402330136","doi":"10.1016/j.jas.2024.106053","title":"Deep learning-based detection of qanat underground water distribution systems using HEXAGON spy satellite imagery","year":2024,"lang":"en","type":"article","venue":"Journal of Archaeological Science","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Amgen (Canada)","funders":"HORIZON EUROPE Marie Sklodowska-Curie Actions; U.S. Geological Survey","keywords":"Satellite imagery; Satellite; Remote sensing; Deep learning; Distribution (mathematics); Geology; Geography; Cartography; Computer science; Artificial intelligence; Engineering; Mathematics","authors":[{"name":"Nazarij Buławka","is_ca":false},{"name":"Héctor A. Orengo","is_ca":false},{"name":"Iban Berganzo‐Besga","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02093653154018369,"gpt":0.2299417410526789,"spread":0.2090052095124953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001422304,0.0005577474,0.0002412229,0.000858312,0.0001409797,0.000382676,0.0004643007,0.0003138707,0.0008769872],"category_scores_gemma":[0.0003309705,0.0002065794,0.0004152016,0.0005373642,0.0002185327,0.0003543578,0.0003752599,0.000334473,0.0003521839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004119604,"about_ca_system_score_gemma":0.0004178988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01788413,"about_ca_topic_score_gemma":0.02331194,"domain_scores_codex":[0.9998966,0.000008451891,0.00000433958,0.00003182394,0.00002067662,0.00003816062],"domain_scores_gemma":[0.9999002,0.00001880459,0.00001643717,0.00001327555,0.0000381258,0.00001309822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006541056,0.0003677902,0.05855843,0.0002108153,0.0002584021,0.0008425009,0.0002663096,0.4081411,0.07635444,0.0009199706,0.01047029,0.4429559],"study_design_scores_gemma":[0.0000148545,0.00005584861,0.01913266,0.00001196702,0.00002164467,0.00006800202,0.0001005717,0.9660642,0.01319063,0.0002578995,0.001072056,0.000009663943],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9371364,0.0003066475,0.0550852,0.0002065296,0.00008019681,0.00008172062,0.001220621,0.002145485,0.003737228],"genre_scores_gemma":[0.9660799,0.0001086207,0.0289633,0.00005490248,0.00001621887,0.0000197927,0.002469562,0.00003895438,0.002248733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01788413,"threshold_uncertainty_score":0.03556007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2759229222","doi":"10.2495/sdp-v13-n3-425-435","title":"Sustainable water management in Kuwait: Current situation and possible correctional measures","year":2018,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Kuwait Institute for Scientific Research","keywords":"Current (fluid); Environmental planning; Environmental science; Environmental resource management; Business; Water resource management; Engineering","authors":[{"name":"Amitabha Mukhopadhyay","is_ca":false},{"name":"A. Akber","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02181109007245295,"gpt":0.2432669577447736,"spread":0.2214558676723206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009278246,0.0005685792,0.0002864217,0.0008725201,0.002176194,0.00295212,0.001574752,0.001710927,0.006353144],"category_scores_gemma":[0.001055698,0.0002236834,0.000286115,0.00238026,0.001935637,0.002771889,0.00248306,0.001338867,0.0006319841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005113892,"about_ca_system_score_gemma":0.01929414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06963354,"about_ca_topic_score_gemma":0.09396963,"domain_scores_codex":[0.9992237,0.0001618351,0.000062007,0.00005669239,0.0001572776,0.0003384384],"domain_scores_gemma":[0.9988508,0.00008209914,0.0001977323,0.00003540053,0.0003685676,0.0004653802],"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":[0.0002541377,0.0007229297,0.1077322,0.007819346,0.0001511764,0.005791211,0.006961595,0.005627895,0.009247787,0.04866078,0.1263205,0.6807105],"study_design_scores_gemma":[0.00006258558,0.0004967622,0.2611766,0.007867876,0.0001513831,0.003413225,0.07512473,0.008885877,0.002496182,0.02529212,0.6147407,0.0002920529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.2855602,0.1969582,0.003785001,0.4520662,0.001995066,0.0002820952,0.002566624,0.0007220694,0.05606453],"genre_scores_gemma":[0.8225304,0.1311349,0.008028682,0.01780931,0.0006407519,0.0001998847,0.001533745,0.00004596567,0.01807636],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06963354,"threshold_uncertainty_score":0.1384565,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2075847578","doi":"10.1177/0309133309339794","title":"Chandler, T.J. 1965: The climate of London. London: Hutchinson, 292 pp","year":2009,"lang":"en","type":"article","venue":"Progress in Physical Geography Earth and Environment","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Philosophy","authors":[{"name":"T. R. Oke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007207385664194895,"gpt":0.1856607648286792,"spread":0.1784533791644843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009840773,0.00342181,0.001739034,0.005970966,0.001295174,0.002827543,0.001658682,0.001875675,0.04676822],"category_scores_gemma":[0.003653422,0.001958667,0.0009106016,0.01104128,0.00213563,0.008032599,0.001469435,0.003534752,0.03526269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002831477,"about_ca_system_score_gemma":0.00317368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05701716,"about_ca_topic_score_gemma":0.1522071,"domain_scores_codex":[0.999483,0.00008157821,0.0001087404,0.0001032434,0.0001837012,0.00003962359],"domain_scores_gemma":[0.9976926,0.0009916939,0.0002540336,0.0001737932,0.0007264246,0.0001614458],"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":[0.0001047788,0.00001497044,0.0008633933,0.001204552,0.00004373278,0.0002254844,0.0009415436,0.0006895652,0.0004734361,0.009530967,0.7954424,0.1904653],"study_design_scores_gemma":[0.000009124546,0.00001516321,0.003010821,0.001783864,0.00003804629,0.0004020216,0.0006177708,0.0001345739,0.0004135585,0.00699094,0.9865505,0.00003360162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000693016,0.958146,0.00290354,0.00732329,0.007382033,0.00002108391,0.003624641,0.0003455718,0.01956074],"genre_scores_gemma":[0.01828939,0.8864653,0.006752746,0.001651092,0.003030645,0.000100107,0.002980003,0.0007037502,0.08002698],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05701716,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"grok","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"opus","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2064413415","doi":"10.1093/ijlct/2.4.323","title":"Analysis of Typical Meteorological Year for Seeb/Muscat, Oman","year":2007,"lang":"en","type":"article","venue":"International Journal of Low-Carbon Technologies","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Environmental science; Meteorology; Summer season; Dry season; Winter season; Solar energy; Geography; Atmospheric sciences; Climatology; Engineering; Cartography; Geology","authors":[{"name":"Yousef H. Zurigat","is_ca":false},{"name":"Naseem M. Sawaqed","is_ca":false},{"name":"Hilal Al‐Hinai","is_ca":false},{"name":"B.A. Jubran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01511854110079523,"gpt":0.2482715503222731,"spread":0.2331530092214779,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001752842,0.0001970747,0.0001488277,0.001372256,0.0003239852,0.0003227816,0.0001014852,0.0001058814,0.001467961],"category_scores_gemma":[0.0003168136,0.00004875464,0.0001916777,0.001840713,0.00005707455,0.0001256298,0.0001812188,0.00008925932,0.0003931929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000377374,"about_ca_system_score_gemma":0.0003249674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009998587,"about_ca_topic_score_gemma":0.0233925,"domain_scores_codex":[0.9998856,0.00001374033,0.00001385246,0.00002325911,0.00003580507,0.00002778807],"domain_scores_gemma":[0.9997966,0.00002563056,0.00006647554,0.00001452551,0.00007458757,0.00002221828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002404591,0.00005410849,0.8922609,0.0003255923,0.0002197526,0.000672482,0.0006499856,0.006301105,0.01060635,0.0008416891,0.01162117,0.07620643],"study_design_scores_gemma":[0.000002034667,0.00001947209,0.9861922,0.000007930939,0.00001424201,0.0001493801,0.0002997777,0.001045006,0.0005386886,0.00003558138,0.01168874,0.000006877638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625229,0.0005854451,0.001699386,0.00007167228,0.0000480928,0.00006825347,0.02697088,0.0001273179,0.007906205],"genre_scores_gemma":[0.9532811,0.0006961086,0.004353796,0.00004187587,0.00005239214,0.0001399142,0.03879627,0.0000323229,0.002606092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009998587,"threshold_uncertainty_score":0.01988077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2053413795","doi":"10.1080/13556207.2014.985490","title":"The role of four key structures in the creation and survival of cultural landscapes in the desert environment of Iran","year":2014,"lang":"en","type":"article","venue":"Journal of Architectural Conservation","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Desert (philosophy); Key (lock); Geography; Political science; Computer science; Law; Computer security","authors":[{"name":"Maryam Rafiee Fanood","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01916229050744902,"gpt":0.207007278652469,"spread":0.1878449881450199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004133817,0.00014652,0.0000870622,0.0009413119,0.00238692,0.002828819,0.0004795036,0.0002708624,0.002434962],"category_scores_gemma":[0.0009248094,0.00008853926,0.0001415375,0.0006416875,0.003538848,0.0008631574,0.001659199,0.0003539882,0.0001499107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002001045,"about_ca_system_score_gemma":0.001837807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007851245,"about_ca_topic_score_gemma":0.02131853,"domain_scores_codex":[0.9996969,0.000087054,0.000006930136,0.00002825844,0.00008026746,0.0001005864],"domain_scores_gemma":[0.9995147,0.00008092548,0.0001238453,0.00003011804,0.0001265021,0.000123909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004015802,0.0003198933,0.3020364,0.0004343116,0.00006415523,0.003277654,0.2081839,0.001423924,0.01317556,0.1453763,0.007731201,0.3175752],"study_design_scores_gemma":[0.00001595145,0.0001829347,0.6002841,0.0002112814,0.00004445685,0.001354725,0.3185104,0.0009799339,0.001825445,0.01565411,0.06090076,0.00003590477],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949554,0.000504405,0.0008431975,0.0007592864,0.00001998605,0.00003152528,0.00003226334,0.000009337645,0.04824592],"genre_scores_gemma":[0.997974,0.0001512215,0.0005869206,0.00001594595,0.000003492065,0.000005541991,0.00001297802,0.000001833824,0.001248085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007851245,"threshold_uncertainty_score":0.01561111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988875343","doi":"10.1007/s10706-006-9113-4","title":"Collapse hazard zonation of qanats in greater Tehran area","year":2006,"lang":"en","type":"article","venue":"Geotechnical and Geological Engineering","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Geotechnical engineering; Geology; Hazard; Subsidence; Hydrogeology; Geomorphology; Structural basin","authors":[{"name":"M. H. T. Rayhani","is_ca":true},{"name":"M. Hesham El Naggar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009544271792450468,"gpt":0.1590689893291706,"spread":0.1495247175367201,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000267443,0.0001973857,0.0002302111,0.001590179,0.0008371578,0.0005739393,0.0003493572,0.0002537944,0.002156993],"category_scores_gemma":[0.0003861928,0.000197452,0.00029739,0.00126761,0.0004369548,0.0002879026,0.0005940424,0.0001932255,0.0001518764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001670963,"about_ca_system_score_gemma":0.00220208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07007878,"about_ca_topic_score_gemma":0.1245108,"domain_scores_codex":[0.9997441,0.000031497,0.00002583609,0.00002964487,0.00005740417,0.0001114774],"domain_scores_gemma":[0.9996754,0.00002701645,0.0001413934,0.00001156037,0.00009274697,0.00005194642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003075576,0.0001143245,0.9734954,0.0001117535,0.0001423705,0.001227859,0.003513887,0.002044331,0.004579394,0.001367359,0.001680762,0.01141496],"study_design_scores_gemma":[0.00001051711,0.00009034093,0.9913329,0.00001097782,0.00002426443,0.0003050019,0.005191818,0.001004166,0.0002890248,0.00009308616,0.001638501,0.000009269376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987944,0.00005854465,0.00006314786,0.00006370417,0.00000557553,0.00001387778,0.0001535618,0.000007855473,0.0008392379],"genre_scores_gemma":[0.9990529,0.00005350584,0.00008136895,0.00001343524,0.00000534438,0.000007193879,0.0001801393,0.000001034533,0.0006049673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07007878,"threshold_uncertainty_score":0.1393418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967339304","doi":"10.1080/02508060.2011.613220","title":"Water for agriculture: challenges and opportunities in a war zone","year":2011,"lang":"en","type":"article","venue":"Water International","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Afghan; Agriculture; Government (linguistics); Environmental planning; Geography; Work (physics); Political science; Natural resource; Business; Environmental resource management; Environmental protection; Engineering; Archaeology; Economics; Law","authors":[{"name":"John W. Groninger","is_ca":false},{"name":"Richard Lasko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1228626696406462,"gpt":0.2142286001005982,"spread":0.09136593045995203,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001148391,0.0003255271,0.0002829989,0.0005461947,0.005138324,0.006373226,0.0007438496,0.002901179,0.009991227],"category_scores_gemma":[0.0007822217,0.0001386954,0.0001595727,0.001081122,0.004300758,0.003755644,0.00498961,0.001603181,0.000654828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002411006,"about_ca_system_score_gemma":0.005851134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01005563,"about_ca_topic_score_gemma":0.02426626,"domain_scores_codex":[0.9993888,0.0002006628,0.00001888514,0.0000408741,0.00007379094,0.0002768941],"domain_scores_gemma":[0.9992685,0.0001914744,0.0000738618,0.00002015541,0.00007727183,0.0003687796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006717612,0.000454402,0.02656853,0.002418378,0.00006792387,0.01533274,0.0554529,0.002870718,0.0120608,0.2440261,0.1321411,0.5079347],"study_design_scores_gemma":[0.00002844862,0.0002846578,0.01494828,0.0007333354,0.00002186886,0.002500538,0.3185889,0.001107089,0.001726205,0.1068747,0.5531207,0.00006529086],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3300541,0.05346232,0.002511405,0.521498,0.001541301,0.00006298852,0.0002625369,0.00008033728,0.09052695],"genre_scores_gemma":[0.954873,0.02632657,0.001721784,0.006361195,0.000629038,0.000038626,0.00006070108,0.00001595284,0.009973175],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01005563,"threshold_uncertainty_score":0.03342396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2587113903","doi":"10.7202/1038664ar","title":"Accès à l’eau souterraine et transformations de l’espace oasien : le cas d’Adrar (Sahara du Sud-ouest algérien)","year":2017,"lang":"fr","type":"article","venue":"Cahiers de géographie du Québec","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Geography; Art","authors":[{"name":"Sid-Ahmed Bellal","is_ca":false},{"name":"Mohamed Hadeid","is_ca":false},{"name":"Tarik Ghodbani","is_ca":false},{"name":"Ouassini Dari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01173584553473023,"gpt":0.2117783673455131,"spread":0.2000425218107829,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002786511,0.0001901397,0.0001126329,0.0005491818,0.001203446,0.001959349,0.0003748426,0.0003487131,0.004276102],"category_scores_gemma":[0.0004601269,0.00006804424,0.0001032012,0.001482629,0.00150103,0.0009891188,0.001203501,0.0003002011,0.0002000037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00251623,"about_ca_system_score_gemma":0.001733435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1124285,"about_ca_topic_score_gemma":0.1993302,"domain_scores_codex":[0.9997945,0.00004272262,0.000009323743,0.0000375107,0.0000318406,0.00008413374],"domain_scores_gemma":[0.9998744,0.00002588311,0.00003926895,0.000007301278,0.00002549413,0.00002778023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003985607,0.0001533776,0.3589562,0.0005852113,0.00009479855,0.007631743,0.2627629,0.001109667,0.01178925,0.101643,0.002928483,0.2519468],"study_design_scores_gemma":[0.00001059532,0.00007390635,0.7299213,0.0002046648,0.00002741078,0.0006307385,0.1800924,0.0003409856,0.0006569015,0.003283036,0.08473772,0.00002028788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722058,0.001662843,0.0002115087,0.0009166075,0.00002259298,0.000008044628,0.00009510748,0.000004147715,0.02487327],"genre_scores_gemma":[0.9942076,0.001135834,0.0001501237,0.00007163452,0.000009249412,0.000004409108,0.00004348875,0.00000268338,0.004374838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1124285,"threshold_uncertainty_score":0.2235482,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W606469962","doi":"","title":"Environmental versus social parameters, landscape, and the origins of irrigation in Southwest Arabia (Yemen)","year":2006,"lang":"en","type":"book","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Jet Propulsion Laboratory; National Aeronautics and Space Administration; National Science Foundation","keywords":"Geography; Irrigation; Ancient history; Archaeology; History; Ecology; Biology","authors":[{"name":"Michael J. Harrower","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008827143553126198,"gpt":0.1652600442099013,"spread":0.1564329006567751,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003052433,0.0001499648,0.0001277872,0.0005772634,0.0009027292,0.0008058609,0.0001952274,0.0002808866,0.00105279],"category_scores_gemma":[0.000447444,0.0001431355,0.00008752453,0.001435017,0.0009639133,0.0006447601,0.0007156368,0.0001971373,0.0000762237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001735551,"about_ca_system_score_gemma":0.0009932631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0194661,"about_ca_topic_score_gemma":0.07147942,"domain_scores_codex":[0.9998567,0.00006290483,0.000008470709,0.00001436408,0.000009876609,0.00004762001],"domain_scores_gemma":[0.9998068,0.00006352709,0.0000850247,0.000008312955,0.00002115274,0.00001533319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001226904,0.00006606735,0.8796034,0.0001382834,0.00003895403,0.003408379,0.06965352,0.000578041,0.004170627,0.00487684,0.0002905775,0.03705269],"study_design_scores_gemma":[0.000005250385,0.00007222362,0.8935251,0.00008766161,0.00001933699,0.0004481795,0.09972869,0.0004080314,0.0007203888,0.0003887923,0.004585186,0.00001114951],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9991854,0.0001654237,0.00002737337,0.00006343755,6.250373e-7,0.000001810891,0.00001772336,3.770826e-7,0.0005377523],"genre_scores_gemma":[0.9995013,0.0002090178,0.00007402007,0.00001207771,9.134873e-7,0.000003349287,0.00001637583,3.499266e-7,0.0001823912],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0194661,"threshold_uncertainty_score":0.03870559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097755104","doi":"10.5539/enrr.v4n3p95","title":"Urban Water Supply, Wastewater, and Stormwater Considerations in Ancient Hellas: Lessons Learned","year":2014,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Stormwater; Human settlement; Water supply; Environmental planning; Wastewater; Water resource management; Scale (ratio); Hydraulic engineering; Civil engineering; Environmental science; Environmental engineering; Geography; Archaeology; Engineering; Surface runoff","authors":[{"name":"Nikοs Mamassis","is_ca":false},{"name":"Emmanuel Dialynas","is_ca":false},{"name":"Panos Defteraios","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04966887172563934,"gpt":0.2656181336656174,"spread":0.2159492619399781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001303399,0.0006425612,0.0005253301,0.001373004,0.001390858,0.002209696,0.0008553976,0.001511363,0.002059963],"category_scores_gemma":[0.00117524,0.0002484036,0.0002155109,0.00169125,0.003746833,0.002771172,0.001916331,0.001830022,0.0003001023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003207076,"about_ca_system_score_gemma":0.002380674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008897989,"about_ca_topic_score_gemma":0.02032932,"domain_scores_codex":[0.9995982,0.0001585922,0.00004604862,0.00005483722,0.00008071071,0.00006176],"domain_scores_gemma":[0.9995851,0.0002375591,0.00004406715,0.00001483607,0.00007170016,0.00004673924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001799883,0.0002969167,0.006987321,0.009688772,0.00007432784,0.00834127,0.1154556,0.003015425,0.002776823,0.1014399,0.02158834,0.7301553],"study_design_scores_gemma":[0.00001899665,0.0003130017,0.01533349,0.005066954,0.00005780382,0.004975956,0.1010655,0.0004177582,0.00231856,0.04174472,0.8285989,0.00008850587],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1115797,0.8103805,0.002930045,0.02946248,0.002601649,0.00005329027,0.00009514281,0.00003781893,0.04285944],"genre_scores_gemma":[0.3245081,0.6552728,0.0025835,0.003878355,0.001141153,0.00003233676,0.00008684216,0.00001938235,0.01247741],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008897989,"threshold_uncertainty_score":0.02326906,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1571209470","doi":"10.3989/egeol.05611-240","title":"Cartographie de l’érosion hydrique en zone montagneuse : cas du bassin versant des Aït Bou Goumez, Haut Atlas, Maroc","year":2005,"lang":"es","type":"article","venue":"Estudios Geológicos","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Geology; Geography; Forestry","authors":[{"name":"J. Abaoui","is_ca":false},{"name":"Abderrahmane El Ghmari","is_ca":false},{"name":"El Mostafa Bachaoui","is_ca":false},{"name":"A. Bannari","is_ca":true},{"name":"A. El Bouadili","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008323946642233066,"gpt":0.2031970235127147,"spread":0.1948730768704816,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001734398,0.0001706398,0.0001823953,0.001569537,0.0005334461,0.0007853112,0.0002258759,0.0002702059,0.001625227],"category_scores_gemma":[0.0001886717,0.0001271662,0.0002581629,0.001399422,0.0002987239,0.0001987599,0.0002893269,0.0002092916,0.0001988569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029232,"about_ca_system_score_gemma":0.0004329913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1782908,"about_ca_topic_score_gemma":0.3569514,"domain_scores_codex":[0.9998882,0.00001176045,0.00000286814,0.00002648247,0.00004733192,0.00002341315],"domain_scores_gemma":[0.9998883,0.00003022534,0.00001654554,0.000007697239,0.00003494453,0.00002230524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005631244,0.00007112237,0.8860277,0.0001230536,0.0001083976,0.001689567,0.004786335,0.006170507,0.04701799,0.0006252982,0.0009613675,0.05185556],"study_design_scores_gemma":[0.000002581849,0.00002107823,0.9954163,0.000006443063,0.000005987398,0.00007982474,0.0005018628,0.001196543,0.0006585344,0.00001761226,0.002087712,0.000005512032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950669,0.0001947345,0.0003814942,0.00003179417,0.000005224686,0.00001920892,0.0005129553,0.00003204225,0.003755627],"genre_scores_gemma":[0.996095,0.0001400946,0.001279565,0.00000786636,0.000005478641,0.00001625469,0.0003928865,0.000009040939,0.002053801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1782908,"threshold_uncertainty_score":0.3545061,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1858559163","doi":"10.1007/978-1-4471-3648-4_14","title":"Building and Construction Materials","year":2000,"lang":"en","type":"book-chapter","venue":"","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Rio Tinto (Canada)","funders":"","keywords":"Portland cement; Cement; Pozzolan; Grinding; Materials science; Metallurgy","authors":[{"name":"François Cardarelli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0163823328219261,"gpt":0.1766609399764347,"spread":0.1602786071545086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002085317,0.001153212,0.0004477166,0.00140939,0.001353527,0.00282679,0.0008447736,0.0009869575,0.0859343],"category_scores_gemma":[0.0003175067,0.0003347407,0.0002354167,0.001832356,0.001266844,0.002211009,0.001201862,0.001412001,0.03257179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001307196,"about_ca_system_score_gemma":0.0009894582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00331383,"about_ca_topic_score_gemma":0.01096471,"domain_scores_codex":[0.999808,0.00002459588,0.000007422897,0.00003439804,0.0001041638,0.00002141003],"domain_scores_gemma":[0.9999528,0.00001127829,0.00000234887,0.00001275168,0.00001444971,0.000006391916],"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":[0.00001481627,0.00005989339,0.00009205922,0.0002507876,0.00000255976,0.0001048539,0.0008952203,0.000751282,0.001339085,0.4089446,0.1824222,0.4051226],"study_design_scores_gemma":[7.047174e-7,0.000006235516,0.00009801498,0.00005777481,0.000001008991,0.00005562798,0.00008925463,0.00007626937,0.0001940499,0.01331855,0.9861007,0.000001845009],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004966876,0.004588458,0.003016803,0.0002758455,0.000309927,0.00002386498,0.00006572813,0.00007114534,0.9911515],"genre_scores_gemma":[0.003898872,0.003179656,0.001885471,0.0001380551,0.00006362988,0.00002567562,0.00009492305,0.00006554893,0.9906481],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0859343,"threshold_uncertainty_score":0.2874789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2013087977","doi":"10.5539/ach.v2n2p243","title":"Traditional Architecture of Iranian Water Mills in Reference to Historical Documents and the Case Studies","year":2010,"lang":"en","type":"article","venue":"Asian Culture and History","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","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":"Architecture; Work (physics); Power (physics); Subject (documents); Cultural heritage; Natural (archaeology); Order (exchange); Consumption (sociology); Natural resource; Sociology; Architectural engineering; History; Engineering; Computer science; Social science; Law; Archaeology; Business; Political science; Library science","authors":[{"name":"Mohammad Reza Pourjafar","is_ca":false},{"name":"Amirkhani Aryan","is_ca":false},{"name":"Mohammadreza Leylian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03162144029079386,"gpt":0.2087751384306112,"spread":0.1771536981398174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005447883,0.0002787742,0.0001151218,0.002035182,0.003890984,0.001277619,0.0005904819,0.0004875803,0.003191969],"category_scores_gemma":[0.0010521,0.0001782509,0.0001108065,0.004000464,0.003774097,0.001204503,0.0007021172,0.000535252,0.0002043539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003708933,"about_ca_system_score_gemma":0.001053099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01575951,"about_ca_topic_score_gemma":0.07988228,"domain_scores_codex":[0.999564,0.0001900192,0.00001832219,0.00004558582,0.00009472113,0.00008726568],"domain_scores_gemma":[0.999649,0.0001501127,0.00007852562,0.00004135248,0.00005121859,0.00002969001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000144843,0.0001796978,0.05316833,0.0005282211,0.00001558282,0.02170039,0.7081345,0.001102619,0.003024224,0.06826336,0.005881944,0.1378562],"study_design_scores_gemma":[0.000006729223,0.00008836811,0.07531095,0.0002913066,0.00001825178,0.006903713,0.7197959,0.0004148244,0.001497007,0.002353596,0.1932859,0.00003352613],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956318,0.001031508,0.0006792147,0.0003217801,0.00002581579,0.00003810639,0.0001085174,0.000007848894,0.04146925],"genre_scores_gemma":[0.9955693,0.0008565527,0.0006274358,0.00002052205,0.000009876232,0.00001190098,0.00004087237,0.000002981788,0.002860613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01575951,"threshold_uncertainty_score":0.03133553,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W29603934","doi":"10.1139/s03-016","title":"Seasonal Variations in the bacterial population in an activated sludge system","year":2003,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","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":"Wastewater; Effluent; Environmental science; Sewage treatment; Fecal coliform; Sewage; Activated sludge; Population; Coliform bacteria; Microorganism; Environmental engineering; Ecology; Biology; Water quality; Bacteria","authors":[{"name":"Muhammad Saleem","is_ca":false},{"name":"Alaadin A. Bukhari","is_ca":false},{"name":"Mohammed H. Al-Malack","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009074493308944708,"gpt":0.1695033988509468,"spread":0.1604289055420021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001566437,0.0001200819,0.0002062635,0.0003082769,0.0001876693,0.0003135761,0.0001236801,0.0001776638,0.0002875397],"category_scores_gemma":[0.0003172132,0.0001211195,0.0001261348,0.0002902253,0.0001342687,0.0001172329,0.00009762292,0.0001355035,0.0001337423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002618426,"about_ca_system_score_gemma":0.0002063331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002546103,"about_ca_topic_score_gemma":0.002597149,"domain_scores_codex":[0.9998877,0.00001852716,0.000007524057,0.00003144324,0.00003243232,0.00002233215],"domain_scores_gemma":[0.999772,0.00005848827,0.00005113094,0.00001323313,0.00006883891,0.00003629611],"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":[0.000967646,0.0001911209,0.1086899,0.00005474149,0.00004684896,0.0001993772,0.0003464708,0.001837469,0.876156,0.00009254491,0.0001318559,0.01128597],"study_design_scores_gemma":[0.0000469838,0.002751592,0.6670477,0.00001250278,0.0001112623,0.0004183064,0.0008232673,0.02682414,0.3000846,0.0002324626,0.001601334,0.00004589997],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996879,0.00002393955,0.0001376566,0.000004802007,0.000001107021,0.000002603555,0.00004411748,0.000004769748,0.00009318247],"genre_scores_gemma":[0.9994224,0.00003164081,0.0002112682,0.000006446029,0.000001056506,0.000005012561,0.0001283866,0.00000143948,0.0001922432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002546103,"threshold_uncertainty_score":0.00506264,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2007820974","doi":"10.2495/sdp-v6-n3-336-359","title":"Natural infrastructure concept in arid regions: two case studies in egyptian context","year":2011,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","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":"Green infrastructure; Geography; Context (archaeology); Arid; Natural (archaeology); Wadi; Environmental resource management; Natural resource; Environmental planning; Cartography; Ecology; Archaeology; Environmental science","authors":[{"name":"Noha Mahmoud","is_ca":false},{"name":"Paul Selman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04424110834244433,"gpt":0.2716540807719157,"spread":0.2274129724294713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006067311,0.0003386179,0.0002207002,0.001347872,0.003468536,0.002544782,0.0009638669,0.001541927,0.002160779],"category_scores_gemma":[0.001031672,0.0002351296,0.0002460977,0.003799742,0.003146809,0.00154753,0.001855244,0.0008987676,0.00009796068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009081217,"about_ca_system_score_gemma":0.00141509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0638843,"about_ca_topic_score_gemma":0.1280891,"domain_scores_codex":[0.9993671,0.000307219,0.00002571121,0.00003876871,0.00006862976,0.0001926098],"domain_scores_gemma":[0.9995528,0.0002256121,0.00007657581,0.00002202941,0.0000622262,0.00006074967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002399096,0.0006384513,0.0519236,0.001189049,0.00007869113,0.1290991,0.4821229,0.01488603,0.002958338,0.2383548,0.008543072,0.06996612],"study_design_scores_gemma":[0.00001608857,0.00009260893,0.03003823,0.0003286159,0.0000378299,0.006548692,0.8626375,0.003842145,0.001288314,0.006158888,0.0889638,0.00004733674],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711607,0.000943927,0.001459353,0.0009023883,0.00001080997,0.00008627817,0.0001198875,0.000006936478,0.02530986],"genre_scores_gemma":[0.9928559,0.00130002,0.001345747,0.00007311251,0.000005861573,0.00003819081,0.00004611553,0.000003949147,0.004330887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0638843,"threshold_uncertainty_score":0.1270249,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403114216","doi":"10.1080/02626667.2024.2412726","title":"Historical synthesis of the International Commission on Water Resources Systems","year":2024,"lang":"en","type":"article","venue":"Hydrological Sciences Journal","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; Université de Sherbrooke","funders":"","keywords":"Commission; Business; Political science; Law","authors":[{"name":"Gökçen Uysal","is_ca":true},{"name":"Barry Croke","is_ca":false},{"name":"Andreas Schumann","is_ca":false},{"name":"Dan Rosbjerg","is_ca":false},{"name":"Slobodan P. Simonović","is_ca":true},{"name":"Jean‐Marie Kileshye Onema","is_ca":false},{"name":"Kuniyoshi Takeuchi","is_ca":false},{"name":"Chris Leong","is_ca":false},{"name":"Daniel P. Loucks","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03286156758301888,"gpt":0.2129883886134336,"spread":0.1801268210304147,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008079375,0.001415993,0.0008295544,0.01068773,0.003221299,0.008903466,0.001309519,0.003015744,0.01452488],"category_scores_gemma":[0.01378549,0.0007320421,0.0006480317,0.02424378,0.005305364,0.005622297,0.003583529,0.00673415,0.002821462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01672044,"about_ca_system_score_gemma":0.02786267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04704384,"about_ca_topic_score_gemma":0.03784923,"domain_scores_codex":[0.9932883,0.001392663,0.0006727693,0.0008778863,0.003236549,0.000531767],"domain_scores_gemma":[0.9916636,0.00218854,0.0007173523,0.0007915482,0.004241563,0.0003974102],"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":[0.00002121483,0.0000281762,0.000704243,0.0009896673,0.00002232458,0.00009028515,0.001096291,0.001244775,0.0002126016,0.5941103,0.260174,0.141306],"study_design_scores_gemma":[6.794273e-7,0.000003693819,0.0005054867,0.000528021,0.000003026892,0.00002027503,0.00008799867,0.00005667507,0.00005496915,0.007588572,0.991143,0.000007573985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001742004,0.2609394,0.01194505,0.06071479,0.01615241,0.0002409393,0.002804103,0.0002242995,0.645237],"genre_scores_gemma":[0.09369864,0.5760825,0.03572458,0.03254806,0.02029165,0.001316048,0.006770693,0.0009133678,0.2326544],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04704384,"threshold_uncertainty_score":0.1213158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7039418799","doi":"","title":"Matters of Mind: The University in Ontario, 1791-1951","year":2023,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Demotion","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02620557661954568,"gpt":0.1833217129586778,"spread":0.1571161363391321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004352559,0.0002397413,0.0003490134,0.00119038,0.01823064,0.002762905,0.0008584448,0.001057909,0.01181089],"category_scores_gemma":[0.001391204,0.0003529288,0.0002565229,0.003893578,0.004572134,0.001471644,0.002551826,0.002047941,0.0008569925],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09460504,"about_ca_system_score_gemma":0.0631919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9912444,"about_ca_topic_score_gemma":0.9991055,"domain_scores_codex":[0.999148,0.00008335527,0.00002252433,0.0000762381,0.0001589046,0.0005110216],"domain_scores_gemma":[0.9991276,0.00008696777,0.0001006629,0.00001957185,0.0002180624,0.0004471458],"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":[0.0004475968,0.0001299643,0.1645981,0.0005291093,0.00008543806,0.003792765,0.5623551,0.0003467629,0.0009534527,0.06831089,0.1144804,0.08397044],"study_design_scores_gemma":[0.00001232921,0.00002827134,0.336484,0.0002113274,0.00002005738,0.0002231343,0.1359392,0.00004507732,0.0001796375,0.00113209,0.5256902,0.0000346458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.697535,0.01478054,0.0002125419,0.03534128,0.0005334348,0.0001125496,0.005585784,0.00003696971,0.2458619],"genre_scores_gemma":[0.8429893,0.004547837,0.00014949,0.001312748,0.0001024217,0.00003452409,0.0006531477,0.00003221346,0.1501783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.905395,"threshold_uncertainty_score":0.6864108,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4372352970","doi":"10.18280/ijdne.180229","title":"Evaluation of the Minimum Instream Flow: A Case Study of Shatt-Al Hillah River in Babylon Governorate","year":2023,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"University of Baghdad","keywords":"Hydrology (agriculture); Environmental science; Flow (mathematics); Geography; Water resource management; Geology; Mathematics; Geotechnical engineering","authors":[{"name":"Alaa H. AbdUlameer","is_ca":false},{"name":"Ali Omran Al‐Sulttani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03218112269774758,"gpt":0.2665956404384121,"spread":0.2344145177406645,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006250151,0.0004049639,0.0003110337,0.0006695155,0.0006632815,0.0008885213,0.000628548,0.00082664,0.001057306],"category_scores_gemma":[0.001488156,0.0002485444,0.0004193945,0.001110153,0.0006221756,0.0005762964,0.0003783296,0.0003393401,0.00006013762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002612721,"about_ca_system_score_gemma":0.001266417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1402044,"about_ca_topic_score_gemma":0.2393788,"domain_scores_codex":[0.9996393,0.0001234645,0.00002528954,0.00006198417,0.00006669684,0.00008324615],"domain_scores_gemma":[0.9991866,0.0004318185,0.00008836207,0.00004346756,0.0001846301,0.00006517449],"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":[0.0003477134,0.0004700326,0.2001844,0.0001680347,0.00007678766,0.004866709,0.001226832,0.7580656,0.008837806,0.002544466,0.001077153,0.02213458],"study_design_scores_gemma":[0.00007592889,0.0004830167,0.1123033,0.00002402012,0.00005472198,0.0002099042,0.004401937,0.8762581,0.004617209,0.0004650392,0.001072804,0.00003408221],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983426,0.00001287201,0.0006884199,0.00003557975,0.000001837443,0.00002069202,0.00009551585,0.00001904153,0.0007834907],"genre_scores_gemma":[0.9981128,0.00002243947,0.001273214,0.000004455549,0.000001232235,0.00001136214,0.0001219926,0.000004007686,0.000448629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1402044,"threshold_uncertainty_score":0.2787766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990922557","doi":"10.2166/ws.2007.009","title":"Water management in the Bronze Age: Greece and Anatolia","year":2007,"lang":"en","type":"article","venue":"Water Science & Technology Water Supply","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Acropolis; Fountain; Bronze Age; Ancient history; Excavation; Archaeology; History; Geography","authors":[{"name":"T. Showleh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01034146673536004,"gpt":0.2089612942159892,"spread":0.1986198274806291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003384274,0.0001848309,0.0002390458,0.0009723122,0.0009186828,0.001855159,0.0004775025,0.0007715538,0.002289366],"category_scores_gemma":[0.000483927,0.0001401689,0.0001469684,0.001533988,0.001831985,0.001235688,0.001973701,0.000436397,0.000287557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004312386,"about_ca_system_score_gemma":0.003382554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03467183,"about_ca_topic_score_gemma":0.05500287,"domain_scores_codex":[0.9996785,0.00007417821,0.00003340201,0.00005724596,0.00004430828,0.0001124322],"domain_scores_gemma":[0.9998975,0.00001570459,0.00003828284,0.000007416443,0.00001282602,0.00002822945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004614891,0.000283217,0.2106705,0.001452145,0.0001914819,0.01139377,0.1290417,0.001811551,0.01435405,0.2318963,0.005421777,0.3930222],"study_design_scores_gemma":[0.00006597039,0.0002519721,0.6414672,0.0007774424,0.00004079291,0.003852197,0.07832923,0.0003886111,0.001199883,0.008446142,0.2651364,0.00004421585],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9102405,0.01675985,0.0002781518,0.002903634,0.00007037032,0.00002466448,0.0001273212,0.0000231102,0.06957235],"genre_scores_gemma":[0.9873094,0.0036794,0.0002714232,0.0002959142,0.00002421109,0.00001326576,0.0000841506,0.00001128635,0.008310954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03467183,"threshold_uncertainty_score":0.06894004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415689075","doi":"10.1007/s10040-025-02955-7","title":"Hydrogeology, European colonialism, local communities and First Peoples: moving beyond business as usual","year":2025,"lang":"en","type":"article","venue":"Hydrogeology Journal","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Yukon Department of Environment","funders":"University of Western Australia","keywords":"Hydrogeology; Colonialism; Resource (disambiguation); Process (computing); Through-the-lens metering; Groundwater","authors":[{"name":"Sarah A. Bourke","is_ca":false},{"name":"Matías Taucare","is_ca":false},{"name":"Élise Devoie","is_ca":false},{"name":"Clint J. Hansen","is_ca":false},{"name":"Stephanie Wright","is_ca":false},{"name":"Margaret Shanafield","is_ca":false},{"name":"Viviana Ré","is_ca":false},{"name":"Aurora Kagawa‐Viviani","is_ca":false},{"name":"Allanah Kenny","is_ca":false},{"name":"Mandiaye Diene","is_ca":false},{"name":"David K. Kreamer","is_ca":false},{"name":"Brendan Mulligan","is_ca":true},{"name":"Theo S. Sarris","is_ca":false},{"name":"Mark Cuthbert","is_ca":false},{"name":"Kelly-Jane Wallis","is_ca":false},{"name":"Bradley Moggridge","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009039350988788457,"gpt":0.2017364737657913,"spread":0.1926971227770028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003595595,0.0001513144,0.0002886631,0.001134666,0.004329249,0.00877265,0.0006450136,0.001460491,0.0035487],"category_scores_gemma":[0.00448513,0.0001308061,0.0001164796,0.001608288,0.02351581,0.006441873,0.007085124,0.001874708,0.0001047421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003384369,"about_ca_system_score_gemma":0.004509018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01436987,"about_ca_topic_score_gemma":0.02692177,"domain_scores_codex":[0.997644,0.001595992,0.00006083719,0.0001417585,0.0001930679,0.0003643134],"domain_scores_gemma":[0.9961157,0.001802409,0.0006878535,0.0001862818,0.0003135416,0.0008942864],"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":[0.00003821003,0.00008530094,0.01330228,0.0002696435,0.00001310025,0.001123639,0.3824386,0.0002228184,0.0003859636,0.5096186,0.005603551,0.08689825],"study_design_scores_gemma":[0.000008992265,0.0000777811,0.0156123,0.001316648,0.000008468973,0.0005239968,0.6615251,0.0003046093,0.000239884,0.125208,0.1951335,0.00004073368],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6679377,0.03091197,0.004134201,0.1239105,0.0005121106,0.00004440432,0.00003179881,0.00002960836,0.1724877],"genre_scores_gemma":[0.9931632,0.003275644,0.0004063505,0.001210863,0.00006010497,0.000006564278,0.000003026959,0.000004448815,0.001869664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9956707,"threshold_uncertainty_score":0.02857244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1483150641","doi":"10.4000/geocarrefour.1385","title":"L’exploitation de la Nappe des Sables Quaternaires pour l’alimentation en eau potable de Dakar : une offre compromise par l’insuffisance de la recharge pluviométrique","year":2005,"lang":"fr","type":"article","venue":"Géocarrefour","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Forestry; Geography","authors":[{"name":"Sylvestre Dasylva","is_ca":true},{"name":"Claude Cosandey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01481154586830835,"gpt":0.2584566775276155,"spread":0.2436451316593072,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003665417,0.0004137204,0.0004364908,0.0003001856,0.0004577575,0.001063543,0.0003429369,0.0003219711,0.002805902],"category_scores_gemma":[0.0002410319,0.0001793172,0.0005052355,0.0005715605,0.0003164206,0.0006988655,0.0003471143,0.0005365041,0.0005004084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008449861,"about_ca_system_score_gemma":0.0006518075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00965731,"about_ca_topic_score_gemma":0.02272103,"domain_scores_codex":[0.9998071,0.00002682156,0.000008272213,0.00005481145,0.00006709647,0.0000360433],"domain_scores_gemma":[0.9998655,0.00003695919,0.00002176811,0.0000122265,0.00004857508,0.00001483058],"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":[0.0007357003,0.00007650711,0.00842335,0.0009398091,0.0000771928,0.0003110941,0.000464121,0.004270975,0.9470118,0.0006415028,0.0001924759,0.03685537],"study_design_scores_gemma":[0.00005391447,0.002357104,0.1015501,0.0001394607,0.0002792215,0.0005115072,0.003043789,0.01166415,0.8422564,0.0009248861,0.03711873,0.000100815],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900976,0.001142244,0.003925016,0.000108233,0.00001489138,0.00003662729,0.0002153522,0.00003536626,0.004424636],"genre_scores_gemma":[0.9900126,0.00113074,0.004243294,0.00004138541,0.000003181625,0.00003554273,0.0001855427,0.00002382815,0.004323681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00965731,"threshold_uncertainty_score":0.01920223,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2994824665","doi":"10.1111/gto.12290","title":"Wilfred Thesiger and the Umm as Samim, Oman","year":2019,"lang":"en","type":"article","venue":"Geology Today","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","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":"Desert (philosophy); Geology; Peninsula; Archaeology; Arid; Quarter (Canadian coin); Paleontology; Physical geography; Geography","authors":[{"name":"P. G. Fookes","is_ca":false},{"name":"David Waring","is_ca":false},{"name":"Mark A. Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004731655253322342,"gpt":0.162345296959762,"spread":0.1576136417064397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009402036,0.000582672,0.0004131337,0.0007913859,0.003204333,0.002384978,0.0005030272,0.001817652,0.09343671],"category_scores_gemma":[0.001976863,0.0001913512,0.0002079981,0.0005324167,0.0007452549,0.001527156,0.001819932,0.002236938,0.02121311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00201683,"about_ca_system_score_gemma":0.002875748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006418596,"about_ca_topic_score_gemma":0.01210807,"domain_scores_codex":[0.9993766,0.00012942,0.00002402074,0.0001171909,0.0001813956,0.0001712618],"domain_scores_gemma":[0.9991783,0.00008656704,0.00006789025,0.00002734687,0.000270645,0.0003691522],"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":[0.0001216273,0.00006499098,0.002711906,0.0002217446,0.00001390423,0.001349588,0.001070484,0.0001505835,0.0009955354,0.0199578,0.8220413,0.1513005],"study_design_scores_gemma":[0.000003238012,0.00001284644,0.001513915,0.0001186665,0.000002894586,0.0004537678,0.000800745,0.00005825613,0.000193897,0.0009748882,0.9958599,0.000006992159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01788908,0.1102017,0.002017265,0.4709079,0.09868259,0.00009848963,0.001187094,0.0003957079,0.2986203],"genre_scores_gemma":[0.07460161,0.03461672,0.001494215,0.0295585,0.008311198,0.00006964344,0.000302868,0.0001758232,0.8508695],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09343671,"threshold_uncertainty_score":0.3125769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381436003","doi":"10.5829/ije.2023.36.08b.02","title":"Low Embodied Carbon and Energy Materials in Building Systems: A Case Study of Reinforcing Clay Houses in Desert Regions","year":2023,"lang":"en","type":"article","venue":"International Journal of Engineering","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Embodied energy; Embodied cognition; Energy consumption; Sustainability; Carbon fibers; Civil engineering; Architectural engineering; Environmental economics; Environmental science; Business; Computer science; Engineering; Ecology; Economics; Artificial intelligence","authors":[{"name":"Roohollah Taherkhani","is_ca":false},{"name":"M. Alviri","is_ca":false},{"name":"Parvaneh Nakhostin Panahi","is_ca":false},{"name":"Najme Hashempour","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02144087682321532,"gpt":0.2287841431384072,"spread":0.2073432663151918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004276353,0.0003053111,0.0002043473,0.0006034249,0.001250477,0.0008361951,0.000564513,0.0007766755,0.001429621],"category_scores_gemma":[0.0004438226,0.0001341599,0.0003195888,0.0007815965,0.0008772388,0.0005615983,0.0005775369,0.0002967375,0.0001438476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295828,"about_ca_system_score_gemma":0.0005574923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01138138,"about_ca_topic_score_gemma":0.04094556,"domain_scores_codex":[0.9996178,0.000157194,0.00001039473,0.00003505583,0.00009316856,0.00008630328],"domain_scores_gemma":[0.9997763,0.000102227,0.00002846618,0.00001992741,0.00003365649,0.00003948039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001811759,0.004476124,0.2983156,0.001644712,0.000338606,0.103408,0.03536816,0.2209801,0.1060628,0.03460404,0.004498068,0.1884921],"study_design_scores_gemma":[0.0002543165,0.004621254,0.3301336,0.0002925473,0.000387877,0.01574294,0.2084571,0.25859,0.1095646,0.01081743,0.06091144,0.0002270057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966101,0.00004675527,0.0007884649,0.00003024908,0.000001302886,0.00002042955,0.00002885909,0.000004804351,0.002468945],"genre_scores_gemma":[0.9969739,0.00006708177,0.001758212,0.000004353568,0.000001006538,0.000005714558,0.0000251862,0.000004077566,0.001160598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01138138,"threshold_uncertainty_score":0.02263027,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061842327","doi":"10.1080/13602365.2011.533539","title":"The production of a<i>mise en scène</i>for a nation and its subjects: Clemens Holzmeister<i>et al.</i>in the Ministries Quarter for Ankara, Turkey","year":2010,"lang":"en","type":"article","venue":"The Journal of Architecture","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Architecture; Meaning (existential); Politics; Principal (computer security); Power (physics); Urban design; Urban planning; Capital (architecture); GRASP; Intervention (counseling); Sociology; Economy; Engineering; History; Political science; Civil engineering; Law; Archaeology; Economics; Computer science; Epistemology; Psychology; Computer security","authors":[{"name":"Ali Cengi̇zkan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01526130022080817,"gpt":0.2315805573762365,"spread":0.2163192571554283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001657893,0.0006447069,0.0001894716,0.0007262923,0.009895012,0.007480995,0.0006780173,0.002103577,0.007149657],"category_scores_gemma":[0.001413483,0.0003824647,0.0002167345,0.0004557901,0.004559967,0.003379216,0.003080396,0.003032006,0.001622532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004490354,"about_ca_system_score_gemma":0.003068375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01712032,"about_ca_topic_score_gemma":0.06202148,"domain_scores_codex":[0.9988959,0.000617402,0.00003028563,0.0001276421,0.0001797656,0.0001490445],"domain_scores_gemma":[0.999546,0.00008588663,0.00005284963,0.00003190052,0.0001386832,0.0001446011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001024752,0.00005782529,0.001674622,0.0003478801,0.00001236982,0.002166313,0.1418154,0.0004617006,0.001533282,0.1264196,0.6642063,0.0612021],"study_design_scores_gemma":[0.00000266398,0.00002096722,0.001102872,0.0001022928,0.00000366261,0.0003917048,0.03885252,0.00006772543,0.0005220094,0.001102164,0.9578155,0.00001590093],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1592924,0.06182092,0.006553591,0.2737011,0.02997298,0.0001839176,0.0004145148,0.0003621522,0.4676986],"genre_scores_gemma":[0.7253677,0.01069685,0.004115188,0.01496264,0.001643392,0.0000651007,0.0001848567,0.0004695792,0.2424947],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01712032,"threshold_uncertainty_score":0.03404135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382807386","doi":"10.4000/vertigo.40171","title":"Typologie des oasis algériennes : pour une meilleure considération de ces espaces fertiles dans un milieu aride. Cas de la palmeraie de Ouargla.","year":2023,"lang":"fr","type":"article","venue":"VertigO","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","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":"Humanities; Philosophy; Political science","authors":[{"name":"Khaled Amrani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0263744449472124,"gpt":0.2475948656905785,"spread":0.2212204207433661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009952821,0.0004802343,0.0004052053,0.004509142,0.002664789,0.003653426,0.0007261712,0.0006004033,0.008472275],"category_scores_gemma":[0.001450655,0.0001915714,0.0004901124,0.006904397,0.001782938,0.002573269,0.001198201,0.0009056338,0.0008949899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00249963,"about_ca_system_score_gemma":0.002046091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04395381,"about_ca_topic_score_gemma":0.1169575,"domain_scores_codex":[0.9993967,0.0001556474,0.00006234062,0.0001377762,0.0001645557,0.0000830844],"domain_scores_gemma":[0.9991695,0.0001794167,0.0002227364,0.0001117315,0.0002614055,0.00005526131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002404348,0.00006415554,0.3193724,0.002281895,0.0002963767,0.002591057,0.05305579,0.001994281,0.01830816,0.08919378,0.006417775,0.5061839],"study_design_scores_gemma":[0.00001635773,0.0000909954,0.4243448,0.0008718277,0.0001376441,0.002462683,0.06324174,0.0005670019,0.002256573,0.02035954,0.4855645,0.00008630724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7219337,0.05202788,0.0330438,0.004222821,0.001321881,0.0006377008,0.008166961,0.0002811255,0.1783641],"genre_scores_gemma":[0.934041,0.01049512,0.02742795,0.0004710041,0.000199384,0.0002205098,0.002247034,0.0001053285,0.02479261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04395381,"threshold_uncertainty_score":0.08739591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884397515","doi":"10.5555/arwg.3.1.r4p6g215827323j0","title":"Ghayl and Miyan in Arabia Felix: The Ecology of Diffusion and Recession of Use","year":2011,"lang":"en","type":"article","venue":"Arab world geographer","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","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":"Vernacular; Indigenous; Geography; History; Alluvial plain; Ancient history; Archaeology; Ecology; Art; Cartography; Biology","authors":[{"name":"Dale R. Lightfoot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02504890171768082,"gpt":0.1955618403960403,"spread":0.1705129386783595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001037416,0.000217275,0.0002938557,0.001672124,0.004553203,0.003419529,0.000611541,0.0008938923,0.005463898],"category_scores_gemma":[0.001598976,0.0001911621,0.0001137189,0.003500954,0.006311529,0.004066009,0.003481809,0.001051711,0.0002317403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005133629,"about_ca_system_score_gemma":0.001875111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05598452,"about_ca_topic_score_gemma":0.09633424,"domain_scores_codex":[0.9992697,0.000255087,0.00002260546,0.00009568071,0.00007062202,0.0002862656],"domain_scores_gemma":[0.9992607,0.0002555276,0.0002387765,0.00004032302,0.0001053806,0.00009922806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006634697,0.000100443,0.1689649,0.0003162924,0.00005034174,0.001828713,0.597968,0.0002314797,0.003234195,0.1278165,0.005228517,0.09359714],"study_design_scores_gemma":[0.00002030506,0.000119703,0.3706969,0.0002435722,0.00001910905,0.0007015195,0.5146997,0.0003068816,0.0007998869,0.005077161,0.107264,0.00005115589],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654042,0.004215501,0.0003006724,0.004792227,0.00002285464,0.00001463887,0.0001647352,0.000006964391,0.02507825],"genre_scores_gemma":[0.9942142,0.001588362,0.0001543093,0.0001913078,0.00001283069,0.00001242026,0.0000415948,0.000007477484,0.003777402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05598452,"threshold_uncertainty_score":0.1113173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2256531556","doi":"","title":"Gestion des ressources hydriques adaptee aux changements climatiques pour la production optimale d'hydroelectricite. Etude de cas: Bassin versant de la riviere Manicouagan","year":2013,"lang":"fr","type":"article","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Medical Research Council; Met Office","keywords":"Forestry; Geography","authors":[{"name":"Didier Haguma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02019220880966885,"gpt":0.2089879485854697,"spread":0.1887957397758008,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004536683,0.0006766559,0.0004351574,0.000269024,0.0003910875,0.001043477,0.0005793107,0.000629461,0.002609097],"category_scores_gemma":[0.0009105895,0.0004075024,0.0005581042,0.0003682872,0.0003089672,0.0004953265,0.0004380915,0.0005508704,0.0003737577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001372641,"about_ca_system_score_gemma":0.002014882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.111248,"about_ca_topic_score_gemma":0.159094,"domain_scores_codex":[0.9998553,0.00002881126,0.000004441612,0.00004364691,0.0000455466,0.00002225188],"domain_scores_gemma":[0.9997807,0.00009363557,0.00002513619,0.00001780539,0.00006668713,0.00001593917],"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":[0.0001089248,0.00004111955,0.006725164,0.0001821005,0.00005136274,0.0001099707,0.0001920997,0.925522,0.02397287,0.001408028,0.0004908665,0.04119561],"study_design_scores_gemma":[0.00001937137,0.0001073751,0.008006861,0.00002168682,0.00003044143,0.00002804733,0.0001775106,0.9790155,0.008265603,0.0009366741,0.003361946,0.00002900537],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4593863,0.0006605185,0.5206641,0.0004872516,0.0000691496,0.0002200332,0.0008085078,0.001124772,0.01657938],"genre_scores_gemma":[0.8981529,0.0002550579,0.09242813,0.00004221086,0.000006999514,0.0001357473,0.0002992407,0.0001161054,0.008563583],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.888752,"threshold_uncertainty_score":0.2212009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312683365","doi":"10.4236/ojmh.2022.124008","title":"Analysis of the Water Management System in a Mountain Territory, the Case of the Nekor Watershed, Rif, Morocco","year":2022,"lang":"en","type":"article","venue":"Open Journal of Modern Hydrology","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"McGill University","keywords":"Water resources; Integrated water resources management; Environmental resource management; Environmental planning; Watershed management; Sustainable management; Business; Water scarcity; Work (physics); Climate change; Equity (law); Decentralization; Water cycle; Natural resource economics; Geography; Watershed; Political science; Sustainability; Economics; Computer science; Engineering; Geology; Ecology","authors":[{"name":"Othman Machrafi","is_ca":false},{"name":"Ayoub Sguigaa","is_ca":false},{"name":"Ayoub Attou","is_ca":false},{"name":"Mohamed Sabir","is_ca":false},{"name":"Mustapha Naïmi","is_ca":false},{"name":"Mohamed Chikhaoui","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01630763157201693,"gpt":0.2122491702870307,"spread":0.1959415387150138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004322827,0.0001638505,0.0001675444,0.001424605,0.001576452,0.001573303,0.0004138164,0.0005593158,0.00221572],"category_scores_gemma":[0.0007932999,0.00008654197,0.0002387194,0.001541665,0.001238721,0.0005781995,0.0006988934,0.0002537552,0.00008810501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006345153,"about_ca_system_score_gemma":0.001911881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1170095,"about_ca_topic_score_gemma":0.1571539,"domain_scores_codex":[0.9997019,0.000117896,0.00001097706,0.00003331216,0.00004345856,0.00009236546],"domain_scores_gemma":[0.9997454,0.0001057276,0.00005276081,0.00001216473,0.00005515644,0.00002872218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002204654,0.0002265244,0.3908567,0.00126623,0.0003073316,0.0709338,0.06375536,0.09237379,0.0109191,0.2465263,0.009376846,0.1132375],"study_design_scores_gemma":[0.0000259805,0.0001550035,0.7677367,0.0004014091,0.0001353598,0.003236101,0.1055308,0.04544847,0.001175251,0.01693017,0.05916394,0.0000608123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821219,0.0006019738,0.001001596,0.001369809,0.000008831142,0.00003596777,0.0002349734,0.00001028211,0.01461467],"genre_scores_gemma":[0.9978924,0.0002515236,0.0005186393,0.0000304526,0.000006219133,0.00001137717,0.0000660648,0.000002437778,0.001220828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1170095,"threshold_uncertainty_score":0.2326568,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900166193","doi":"","title":"Outil d'aide à la gestion des interventions sur les barrages en béton","year":2004,"lang":"fr","type":"article","venue":"","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","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":"Ton; Political science; Geography; Archaeology","authors":[{"name":"André Michel Mosser","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09863042654858085,"gpt":0.2421195368402072,"spread":0.1434891102916264,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03802422,0.00154216,0.002542256,0.00232796,0.003691597,0.005944756,0.003240012,0.002339725,0.03471017],"category_scores_gemma":[0.05275794,0.001011007,0.00281835,0.001711385,0.003233185,0.002711724,0.004453601,0.002876474,0.002943743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01291235,"about_ca_system_score_gemma":0.0399006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08526992,"about_ca_topic_score_gemma":0.136072,"domain_scores_codex":[0.9641645,0.02679962,0.001694583,0.002250348,0.004088115,0.001002879],"domain_scores_gemma":[0.9657928,0.02017294,0.002472364,0.003165482,0.006981935,0.001414516],"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":[0.006917594,0.002793487,0.01405259,0.02874414,0.001179681,0.0005080971,0.02994593,0.00329068,0.004237218,0.04282182,0.03691119,0.8285975],"study_design_scores_gemma":[0.005193918,0.0102565,0.06295881,0.08663285,0.005096561,0.000699376,0.02776545,0.01003686,0.02321558,0.04063572,0.7266119,0.0008964968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.1918972,0.04844984,0.4110807,0.03261254,0.006261778,0.07803229,0.01468049,0.00272815,0.214257],"genre_scores_gemma":[0.3845167,0.0248493,0.4123729,0.007294038,0.0005892764,0.07554958,0.003733821,0.0005870949,0.09050731],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.08526992,"threshold_uncertainty_score":0.2010937,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W61116653","doi":"10.1007/978-94-007-3934-5_10130-1","title":"Irrigation in Egypt","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Irrigation; Water resource management; Geography; Agroforestry; Environmental science; Agronomy; Biology","authors":[{"name":"Claire Cookson-Hills","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02251738109858079,"gpt":0.1748997839526177,"spread":0.1523824028540369,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001626832,0.0005320513,0.0001912934,0.0008420146,0.001381532,0.001837733,0.0003081891,0.0008309639,0.02116652],"category_scores_gemma":[0.0002263316,0.0001404172,0.0001592549,0.001590522,0.0008587635,0.001269431,0.001123234,0.0008977652,0.003453317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003513852,"about_ca_system_score_gemma":0.003196397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01584529,"about_ca_topic_score_gemma":0.0413324,"domain_scores_codex":[0.9999137,0.00001677563,0.000005682128,0.00001425332,0.0000243418,0.00002518066],"domain_scores_gemma":[0.999967,0.000005283874,0.000004109599,0.00000376539,0.00001494747,0.000004994711],"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":[0.00004990389,0.00005826266,0.0006617036,0.0005602651,0.000009640849,0.0003885396,0.002565559,0.0009526546,0.001405164,0.3139665,0.174865,0.5045167],"study_design_scores_gemma":[0.000001999622,0.000006830433,0.0005046251,0.0001413578,0.000003047679,0.00007941556,0.0005218038,0.00006680786,0.0002814683,0.005242771,0.9931464,0.000003585291],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008471911,0.07750525,0.00174967,0.006373609,0.001264782,0.00004617872,0.0001614873,0.00008790527,0.9043392],"genre_scores_gemma":[0.04492421,0.03668065,0.001039737,0.001305953,0.0002360496,0.00002669766,0.0001236529,0.00004071039,0.9156223],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02116652,"threshold_uncertainty_score":0.07080913,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7081921680","doi":"10.1080/01926187.2025.2551614","title":"Money Can’t Buy Healing: Exploring Succession’s Portrayal of Trauma, Identity, and Family Systems","year":2025,"lang":"en","type":"article","venue":"American Journal of Family Therapy","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Yorkville University","funders":"","keywords":"Family systems; Family relationship; Family therapy; Family systems theory","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07266626082043824,"gpt":0.2753825867710867,"spread":0.2027163259506485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00159138,0.0003307633,0.0002363417,0.0006734041,0.00794473,0.002561652,0.0005899618,0.001010119,0.003534445],"category_scores_gemma":[0.002649078,0.0002033118,0.0002529334,0.0004364184,0.01002565,0.002962212,0.004415845,0.002002554,0.0002404298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002060467,"about_ca_system_score_gemma":0.001667583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005012296,"about_ca_topic_score_gemma":0.0133619,"domain_scores_codex":[0.9988739,0.0007390105,0.00001617162,0.00005785813,0.0001158933,0.0001971945],"domain_scores_gemma":[0.9991709,0.0004438595,0.00009678441,0.00005638637,0.00004303441,0.000189099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007764473,0.00003848773,0.003264588,0.00007616364,0.000007418778,0.002082122,0.952865,0.0001286822,0.00141398,0.02513162,0.003339289,0.01157497],"study_design_scores_gemma":[0.000007375134,0.000077531,0.003491224,0.000145508,0.000006646543,0.002804659,0.9093525,0.0003394648,0.0007474278,0.004861836,0.0781431,0.00002281019],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9210982,0.001330547,0.005679858,0.009411202,0.0003045846,0.00004019274,0.00004062802,0.00005311044,0.06204163],"genre_scores_gemma":[0.9923266,0.0003683008,0.0006234886,0.0003704698,0.00002321024,0.00001291383,0.00001156373,0.00002356456,0.006239948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00794473,"threshold_uncertainty_score":0.01494986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2020959450","doi":"10.1680/ehah.2011.164.3.143","title":"John Rennie and the Rochdale canal, UK","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Engineering History and Heritage","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","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":"Work (physics); Hydraulic engineering; Engineering; Civil engineering; Management; Economics; Mechanical engineering","authors":[{"name":"Mike Clarke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01427911330239612,"gpt":0.1401562297069775,"spread":0.1258771164045814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000782155,0.0005204262,0.0003149441,0.0009955245,0.004475016,0.005697357,0.000930911,0.004636077,0.1640918],"category_scores_gemma":[0.002211749,0.000518646,0.000205001,0.0009127868,0.002495086,0.003183198,0.002634122,0.002802973,0.02631633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006105497,"about_ca_system_score_gemma":0.007289485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1016864,"about_ca_topic_score_gemma":0.2176816,"domain_scores_codex":[0.9988004,0.0001410132,0.00004350405,0.0002603749,0.000477501,0.0002772961],"domain_scores_gemma":[0.9983979,0.0001594968,0.00008800734,0.00007669946,0.0005457004,0.0007322735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004296943,0.00001884734,0.0006629254,0.0001645564,0.000003474694,0.0008623013,0.0008318643,0.0001177572,0.0004548587,0.02230134,0.9035562,0.07098293],"study_design_scores_gemma":[0.000001219321,0.000005442699,0.0005014255,0.00004402635,5.64313e-7,0.0002059977,0.0002943863,0.000009703613,0.00003963651,0.0002721904,0.9986196,0.000005835795],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006821316,0.106288,0.0009983599,0.3217649,0.02601593,0.00008520743,0.0005080203,0.0003229651,0.5371953],"genre_scores_gemma":[0.01421934,0.01686718,0.0003068144,0.007997193,0.001387057,0.00001644719,0.00007453137,0.00007547252,0.9590559],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1640918,"threshold_uncertainty_score":0.5489418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2286539186","doi":"","title":"Analyse thermique de la Cité solaire à Plan-les-Ouates (Genève)","year":2002,"lang":"fr","type":"article","venue":"Archive ouverte UNIGE (University of Geneva)","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","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; Art","authors":[{"name":"Gisela Branco","is_ca":false},{"name":"Bernard Marie Lachal","is_ca":false},{"name":"Peter Gallinelli","is_ca":false},{"name":"Dolores Cabañas González","is_ca":false},{"name":"Willi Weber","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02000787135402204,"gpt":0.1703137688010297,"spread":0.1503058974470077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002719033,0.0003515882,0.0004987474,0.0004628653,0.0005888268,0.001163427,0.0003257525,0.0009704294,0.003005806],"category_scores_gemma":[0.0008472295,0.0002149498,0.0003971275,0.0008186045,0.0005412568,0.0006562471,0.0002977892,0.0007870898,0.0007583021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006348541,"about_ca_system_score_gemma":0.0003076557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009524762,"about_ca_topic_score_gemma":0.01083676,"domain_scores_codex":[0.9996865,0.0000202915,0.000005154399,0.00008526495,0.0001805257,0.00002227443],"domain_scores_gemma":[0.9997403,0.0001365589,0.00001588262,0.00001579033,0.00007452379,0.00001703478],"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":[0.0004743747,0.0001791957,0.01188709,0.0004228606,0.0001055591,0.0006969919,0.001992508,0.08752666,0.8163702,0.003065247,0.002672284,0.07460702],"study_design_scores_gemma":[0.00007801441,0.0007801524,0.07732606,0.00006356994,0.00009451608,0.0005512678,0.001456083,0.4545341,0.4293591,0.00236853,0.03323236,0.000156187],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8887098,0.001491324,0.08884192,0.0003205547,0.0002770685,0.00007004278,0.0009669717,0.001677118,0.01764523],"genre_scores_gemma":[0.980856,0.0003938031,0.00653733,0.00004688189,0.00002085425,0.00004679301,0.000633892,0.0001938459,0.01127061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009524762,"threshold_uncertainty_score":0.01893866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800577614","doi":"10.5339/qfarc.2018.eepp126","title":"Improving Vegetable Crop Production in Qatar: Strategies to determine optimum planting time minimise production risk and maximise water and nutrient use efficiency","year":2018,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Conference Proceedings Volume 2018 Issue 1","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","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":"Agriculture; Food security; Business; Arable land; Food processing; Agricultural productivity; Production (economics); Sustainable agriculture; Agricultural economics; Agricultural engineering; Environmental planning; Environmental science; Engineering; Geography; Economics","authors":[{"name":"Abul Kalam Samsul Huda","is_ca":false},{"name":"Abukari I. Issaka","is_ca":false},{"name":"Simeon Kaitibie","is_ca":false},{"name":"Masud Haq","is_ca":false},{"name":"Ipek Goktepe","is_ca":false},{"name":"A.T. Moustafa","is_ca":false},{"name":"Kenzu Abdella","is_ca":false},{"name":"Marco Pollanen","is_ca":false},{"name":"Phil Moody","is_ca":false},{"name":"N. Vock","is_ca":false},{"name":"Nooriya Huda","is_ca":false},{"name":"Kep Coughlan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04647159225021366,"gpt":0.2777091237753255,"spread":0.2312375315251118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001058395,0.00039918,0.0002515921,0.0006742451,0.0009714766,0.001458953,0.0007380638,0.0006022012,0.005506103],"category_scores_gemma":[0.0006873747,0.0001684233,0.0003446259,0.0007916126,0.0003772241,0.0007827649,0.0008434167,0.0003696332,0.0006864507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003314982,"about_ca_system_score_gemma":0.004621229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01129063,"about_ca_topic_score_gemma":0.02820602,"domain_scores_codex":[0.9996132,0.0001252383,0.00001442471,0.00006499398,0.00005856728,0.0001236897],"domain_scores_gemma":[0.9995066,0.0001020654,0.0001522054,0.00002269953,0.0001332255,0.00008331929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001266029,0.001584713,0.08888127,0.005013365,0.0001251972,0.001999334,0.005802159,0.1150998,0.2836329,0.02192729,0.01223646,0.4624316],"study_design_scores_gemma":[0.0002954255,0.01126294,0.423073,0.002032988,0.0003941033,0.002144692,0.03654289,0.1612526,0.1321123,0.02549005,0.2050952,0.0003038794],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8739008,0.00458282,0.07574643,0.003934131,0.00007388953,0.001428265,0.001372214,0.0003932452,0.03856825],"genre_scores_gemma":[0.918241,0.00178454,0.07297166,0.0002428489,0.00001177484,0.000318134,0.0004234939,0.00002378311,0.005982742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01129063,"threshold_uncertainty_score":0.02405202,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387597236","doi":"10.3389/frsc.2023.1152244","title":"Some like it complex: building a common multidisciplinarity background from local experiences within the South-Mediterranean environmental research communities","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Centre National de la Recherche Scientifique; Agence Universitaire de la Francophonie; Agence Nationale de la Recherche","keywords":"Multidisciplinary approach; Politics; Sustainability; Political science; Hierarchy; Work (physics); Environmental planning; Regional science; Sociology; Public relations; Geography; Social science; Ecology; Engineering","authors":[{"name":"Mehdi Saqalli","is_ca":false},{"name":"Laurent Kupelian","is_ca":false},{"name":"Hédia Chakroun","is_ca":false},{"name":"Gil Mahé","is_ca":false},{"name":"Carla Khater","is_ca":false},{"name":"Laurent Drapeau","is_ca":false},{"name":"Johnny Fenianos","is_ca":false},{"name":"Stéphane Cartier","is_ca":false},{"name":"Zohra Lili Chaabane","is_ca":false},{"name":"Jean‐Luc Probst","is_ca":false},{"name":"Melio Sáenz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08302557628820605,"gpt":0.2879124447899818,"spread":0.2048868685017758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01388203,0.0003521892,0.0005806391,0.001461543,0.01730737,0.008145081,0.001849453,0.00140417,0.003852486],"category_scores_gemma":[0.008357035,0.0003620362,0.0003297441,0.001273913,0.0164178,0.005305155,0.01567275,0.002330942,0.0004325797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00452097,"about_ca_system_score_gemma":0.006699971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006223179,"about_ca_topic_score_gemma":0.01530661,"domain_scores_codex":[0.9900588,0.007303811,0.0002182112,0.0008043749,0.0006890797,0.0009257189],"domain_scores_gemma":[0.9932858,0.002216788,0.0007029622,0.0005534161,0.0007349087,0.002505964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001628368,0.00005262795,0.004315015,0.000121055,0.000008159869,0.0007597881,0.9786659,0.00004725766,0.0006595472,0.00530295,0.0008412671,0.009210116],"study_design_scores_gemma":[0.000004184718,0.00004194901,0.003786116,0.0001140981,0.000005446021,0.0002900619,0.9585602,0.00007624712,0.0001588647,0.002377883,0.03456973,0.0000151428],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547611,0.001640236,0.005094375,0.01286175,0.0001229627,0.0001641859,0.00002576777,0.00004970379,0.02527992],"genre_scores_gemma":[0.9936814,0.0004520669,0.001937343,0.0008286519,0.00001954878,0.00004524184,0.00001383046,0.00002782168,0.002993953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9826927,"threshold_uncertainty_score":0.07341605,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408518415","doi":"10.4000/13hs5","title":"Analyse de la variabilité climatique et ses impacts sur les ressources en eau dans le bassin versant de l'oued Khemis, Algérie","year":2025,"lang":"fr","type":"article","venue":"VertigO","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","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":"Environmental science; Geography; Forestry","authors":[{"name":"Ilyas Boursali","is_ca":false},{"name":"Kamila Baba Hamed","is_ca":false},{"name":"Abderrazak Bouanani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0113815992293826,"gpt":0.2369896272755047,"spread":0.2256080280461221,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007666788,0.000288476,0.0003548888,0.0008178136,0.0004786414,0.0008572159,0.0002622381,0.0002600686,0.00105077],"category_scores_gemma":[0.001089913,0.0001735981,0.0004922595,0.001615448,0.0003732161,0.000370918,0.0003670732,0.0002657745,0.0001850143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009671029,"about_ca_system_score_gemma":0.0009655875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1243708,"about_ca_topic_score_gemma":0.1415315,"domain_scores_codex":[0.999701,0.00007365077,0.00002138867,0.00008070786,0.00006133797,0.00006198599],"domain_scores_gemma":[0.9993708,0.000231963,0.0001125482,0.00004562136,0.000195072,0.00004411194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001647761,0.0000421156,0.9656628,0.000112692,0.0003125738,0.0002392539,0.001911189,0.005454813,0.003282954,0.0003789058,0.0004048735,0.02203321],"study_design_scores_gemma":[0.000003515114,0.00002435144,0.9937773,0.00001454748,0.00004517222,0.00003638684,0.001283859,0.003144545,0.0004013949,0.00006326659,0.001198355,0.000007453968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977865,0.0002118735,0.0006724244,0.00005129365,0.000004310319,0.000006597956,0.000612638,0.00001210274,0.0006422357],"genre_scores_gemma":[0.9973004,0.000158995,0.0008336304,0.00001342042,0.000005627595,0.00001294571,0.0009048736,0.000006928421,0.0007633037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1243708,"threshold_uncertainty_score":0.2472938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135110638","doi":"10.11648/j.aff.20140305.12","title":"Virtual Water and Food Security in Tunisian Semi-Arid Region","year":2014,"lang":"en","type":"article","venue":"Agriculture Forestry and Fisheries","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Government of Canada","keywords":"Virtual water; Food security; Water security; Water resources; Agriculture; Environmental science; Farm water; Water scarcity; Water conservation; Water quality; Water resource management; Water use; Surface water; Groundwater; Context (archaeology); Irrigation; Surface runoff; Business; Environmental engineering; Agronomy; Geography; Ecology; Engineering","authors":[{"name":"Lamia Lajili-Ghezal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008489797048519637,"gpt":0.1570005810426041,"spread":0.1485107839940844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000230674,0.0001473962,0.0001112974,0.0005659078,0.001188142,0.001102475,0.0002219746,0.0002915334,0.003524334],"category_scores_gemma":[0.0004200774,0.00008539966,0.0001537592,0.0008706553,0.0006234641,0.0006189735,0.0008569203,0.0002971857,0.0001332197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002806178,"about_ca_system_score_gemma":0.001422548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08158206,"about_ca_topic_score_gemma":0.1111621,"domain_scores_codex":[0.9998366,0.00004962684,0.00000815227,0.00001604246,0.000019508,0.00007010436],"domain_scores_gemma":[0.9998007,0.000030116,0.00008238052,0.000005537535,0.00003235598,0.00004896629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000329806,0.0003864883,0.8034254,0.0007528348,0.0002124592,0.009690946,0.02755254,0.002008096,0.004453361,0.02522525,0.0104836,0.1154791],"study_design_scores_gemma":[0.00001894707,0.0001464369,0.8830407,0.0003907309,0.00005906816,0.001307722,0.05615102,0.001704474,0.0005682998,0.002692238,0.05388638,0.0000338982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826964,0.001939799,0.000152906,0.002870705,0.00002531708,0.0000128769,0.0002299255,0.000005463311,0.01206655],"genre_scores_gemma":[0.9978427,0.0006427866,0.00008652704,0.0001281883,0.00001058417,0.000004669954,0.00004490176,0.000001256994,0.001238463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08158206,"threshold_uncertainty_score":0.1622144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323339626","doi":"10.21083/978-1-77470-035-8","title":"Domestic Wells – Introduction and Overview","year":2022,"lang":"en","type":"book","venue":"The Groundwater Project eBooks","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Environmental Studies Association of Canada","funders":"Colorado School of Mines","keywords":"Geology; Petroleum engineering","authors":[{"name":"John Drage","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0335955173552015,"gpt":0.2259367076577094,"spread":0.1923411903025079,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000194959,0.0009943092,0.0006592055,0.001928111,0.000891263,0.002742162,0.0007883632,0.001401417,0.09612571],"category_scores_gemma":[0.0004372173,0.000687475,0.000443494,0.003460675,0.0003703072,0.003396048,0.001409799,0.001742449,0.06206958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00071711,"about_ca_system_score_gemma":0.001040515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002878451,"about_ca_topic_score_gemma":0.005860939,"domain_scores_codex":[0.9997466,0.00002188495,0.00001937537,0.00004472537,0.0001468008,0.0000205232],"domain_scores_gemma":[0.9998154,0.00004077822,0.00001588211,0.00001404283,0.00008756704,0.00002637283],"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":[0.0000298899,0.0001050296,0.0001487017,0.0009516363,0.00000437974,0.0001434157,0.000279461,0.0009581479,0.001569288,0.02691448,0.7082687,0.2606269],"study_design_scores_gemma":[6.782132e-7,0.000008851072,0.00009747372,0.0001370128,6.318598e-7,0.0000710331,0.00003335429,0.00002852152,0.00005535948,0.001190481,0.9983742,0.000002453969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002086307,0.121361,0.009922042,0.004503467,0.008041151,0.0003512872,0.003599154,0.001403346,0.8487324],"genre_scores_gemma":[0.003842988,0.08943145,0.006530289,0.002340606,0.00166083,0.0001612092,0.004031998,0.0005124253,0.8914882],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09612571,"threshold_uncertainty_score":0.3215725,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411617306","doi":"10.51847/08r5kqh","title":"10.51847/08r5kqH","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","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":"Arid; Biodiversity; Ecology; Geography; Earth science; Geology; Biology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.008881478469978969,"gpt":0.1490628674402438,"spread":0.1401813889702649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009169683,0.0007597495,0.0006329984,0.001641945,0.001175223,0.002096146,0.001162326,0.001955556,0.9413568],"category_scores_gemma":[0.0007756707,0.0002801746,0.0004355353,0.001446445,0.0008631245,0.001402001,0.002577583,0.0008646222,0.920705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009382688,"about_ca_system_score_gemma":0.0006829997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004666564,"about_ca_topic_score_gemma":0.004971382,"domain_scores_codex":[0.9993343,0.00006624612,0.00004920196,0.0002136372,0.0002105398,0.0001261075],"domain_scores_gemma":[0.9990132,0.000138404,0.00007979089,0.0001921645,0.0003151448,0.0002613273],"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":[0.0002386689,0.0003070396,0.003658857,0.0002954766,0.00001865456,0.000479199,0.0002073874,0.000207495,0.007668813,0.003439465,0.1627116,0.8207673],"study_design_scores_gemma":[0.00004531977,0.0001013096,0.008918492,0.0001954368,0.000009323313,0.0006333824,0.0002688196,0.0003161805,0.0009132483,0.0007772347,0.9877994,0.00002178582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01080529,0.0008095794,0.002477509,0.001751898,0.0006014837,0.0002073339,0.004163906,0.001682376,0.9775005],"genre_scores_gemma":[0.01004273,0.0002607024,0.002145509,0.0005237282,0.0001160283,0.00007173632,0.001781041,0.0003221008,0.9847365],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05864316,"threshold_uncertainty_score":0.08364737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3214483686","doi":"10.11648/j.ajee.20210904.12","title":"Experimental Study of the Annual Operation of an Air-soil Heat Exchanger in Ouagadougou","year":2021,"lang":"en","type":"article","venue":"American Journal of Energy Engineering","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","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":"Heat exchanger; Environmental science; Work (physics); Geothermal gradient; Air temperature; Tube (container); Inlet; Thermal inertia; Thermal; Plate heat exchanger; Meteorology; Atmospheric sciences; Waste management; Geology; Mechanical engineering; Engineering; Geography","authors":[{"name":"Boureima Kaboré","is_ca":false},{"name":"Germain Wende Pouiré Ouedraogo","is_ca":false},{"name":"Boukaré Ouedraogo","is_ca":false},{"name":"Sié Kam","is_ca":false},{"name":"Dieudonné Joseph Bathiébo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008135660852599548,"gpt":0.1948647771014927,"spread":0.1867291162488932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002754923,0.0002954801,0.0004339778,0.0002512912,0.0007532189,0.0002990778,0.0004764407,0.000456058,0.001364705],"category_scores_gemma":[0.0003598102,0.0001423287,0.0002506043,0.0002221158,0.0004456203,0.0002742582,0.0002842777,0.0003333042,0.0001759428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003750834,"about_ca_system_score_gemma":0.0004209904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004603547,"about_ca_topic_score_gemma":0.007986494,"domain_scores_codex":[0.9997491,0.00003478321,0.00001204846,0.00007413238,0.00006247516,0.00006745584],"domain_scores_gemma":[0.9997009,0.0000824903,0.00003943497,0.00003976921,0.00008151674,0.0000558694],"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":[0.001936516,0.002020028,0.03607155,0.0003441487,0.00004772418,0.0007448073,0.001398202,0.02127172,0.9175667,0.0005147188,0.0003746695,0.01770923],"study_design_scores_gemma":[0.0002813004,0.009912738,0.2243144,0.000039163,0.0001413767,0.000191035,0.002150901,0.07715055,0.6811305,0.0002074599,0.004400771,0.00007976971],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991529,0.000009894008,0.0005149708,0.00000563348,0.000004273751,0.0000127503,0.00004029699,0.00001695893,0.0002422304],"genre_scores_gemma":[0.9984838,0.00002013578,0.0008897359,0.000003687513,0.000001836855,0.00002496435,0.00004947148,0.000003992472,0.0005223689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004603547,"threshold_uncertainty_score":0.009153485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}