{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":418,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":418,"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":"a2035723351e","filters":{"topic":"Irrigation Practices and Water Management"}},"results":[{"id":"W131627916","doi":"10.1016/b978-0-12-405942-9.00007-4","title":"Ridge-Furrow Mulching Systems—An Innovative Technique for Boosting Crop Productivity in Semiarid Rain-Fed Environments","year":2012,"lang":"en","type":"book-chapter","venue":"Advances in agronomy","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":616,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Institute of Agriculture, University of Tennessee; Gansu Agricultural University; Ministry of Education of the People's Republic of China; University of Western Australia","keywords":"Mulch; Ridge; Productivity; Boosting (machine learning); Agronomy; Environmental science; Crop productivity; Agroforestry; Crop; Biology; Computer science; Economics","authors":[{"name":"Yantai Gan","is_ca":true},{"name":"Neil C. Turner","is_ca":false},{"name":"Xiao Gang Li","is_ca":false},{"name":"Junyi Niu","is_ca":false},{"name":"Chao Yang","is_ca":true},{"name":"Liping Liu","is_ca":true},{"name":"Qiang Chai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02438898848435911,"gpt":0.2541900976242901,"spread":0.229801109139931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007787147,0.0001730765,0.0001610621,0.0002451852,0.0001620704,0.0002885693,0.0004799505,0.0001598781,0.001353878],"category_scores_gemma":[0.00003999357,0.00007655025,0.0001502742,0.0003677921,0.0001153108,0.0002600731,0.0002421578,0.0003330136,0.0003143948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000112794,"about_ca_system_score_gemma":0.0001617705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008217691,"about_ca_topic_score_gemma":0.005103093,"domain_scores_codex":[0.9999746,0.000002977153,0.000001096941,0.00000647747,0.000009147077,0.000005733787],"domain_scores_gemma":[0.9999856,0.000003008111,0.000004266028,0.000002039385,0.000001801208,0.000003243127],"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":[0.0001650001,0.0002766619,0.002356346,0.0003632565,0.00003087296,0.0001234901,0.0001239819,0.001981665,0.2487001,0.002278347,0.003079809,0.7405205],"study_design_scores_gemma":[0.0001310932,0.003626126,0.1912919,0.0004567867,0.0002077871,0.00345963,0.000587955,0.03149421,0.3826012,0.008502619,0.3775318,0.0001089453],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8016551,0.04290507,0.09862178,0.0006339088,0.0003871911,0.0002137636,0.0006060498,0.001230544,0.05374656],"genre_scores_gemma":[0.840121,0.01966572,0.09223261,0.0002963012,0.0001385504,0.0001072489,0.0005796761,0.0001399484,0.04671894],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001353878,"threshold_uncertainty_score":0.004529238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094507162","doi":"10.1016/j.agsy.2014.01.008","title":"An evaluation of the statistical methods for testing the performance of crop models with observed data","year":2014,"lang":"en","type":"article","venue":"Agricultural Systems","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":346,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Statistics; Mathematics; Calibration; Mean squared error; Linear regression; Index (typography); Computer science","authors":[{"name":"Jingmin Yang","is_ca":true},{"name":"Jingyi Yang","is_ca":true},{"name":"Shican Liu","is_ca":true},{"name":"Gerrit Hoogenboom","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2892124896802746,"gpt":0.3469581334243645,"spread":0.05774564374408991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1178144,0.001968796,0.001310367,0.002931066,0.001109788,0.00138296,0.003189323,0.001845536,0.001489648],"category_scores_gemma":[0.2504265,0.0005990914,0.002668907,0.002274591,0.002061246,0.002625344,0.002008457,0.00214721,0.0002459712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001702318,"about_ca_system_score_gemma":0.002681987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006884595,"about_ca_topic_score_gemma":0.004827227,"domain_scores_codex":[0.9234759,0.06695164,0.002226262,0.002437032,0.004444459,0.0004646848],"domain_scores_gemma":[0.3027655,0.6767418,0.005502863,0.008238095,0.006219116,0.0005326032],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005765794,0.001566609,0.09837662,0.001375402,0.00494305,0.0005119276,0.001005569,0.5755417,0.005100782,0.02761582,0.002864866,0.2753319],"study_design_scores_gemma":[0.0003411078,0.002343189,0.01037588,0.00009962804,0.0002978511,0.000230955,0.0002159,0.9743859,0.003076365,0.007727324,0.0008164441,0.00008946669],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2223004,0.001033188,0.7724847,0.0004757539,0.0001396171,0.0004904422,0.0006732556,0.0009051768,0.001497535],"genre_scores_gemma":[0.6534684,0.0006306644,0.3427192,0.0001532533,0.0001121121,0.0008060907,0.00100394,0.0003176954,0.0007886742],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8821856,"threshold_uncertainty_score":0.6230697,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2557010523","doi":"10.1016/j.scitotenv.2016.11.022","title":"Effects of straw and plastic film mulching on greenhouse gas emissions in Loess Plateau, China: A field study of 2 consecutive wheat-maize rotation cycles","year":2016,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":246,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan; University of Alberta","funders":"Chinese Universities Scientific Fund; National High-tech Research and Development Program; Higher Education Discipline Innovation Project; Northwest A and F University; National Natural Science Foundation of China","keywords":"Loess plateau; Straw; Greenhouse gas; Mulch; Agronomy; Plastic film; Environmental science; China; Rotation system; Greenhouse; Materials science; Soil science; Chemistry; Biology; Nitrogen; Geography; Ecology; Composite material","authors":[{"name":"Haixin Chen","is_ca":false},{"name":"Jingjing Liu","is_ca":false},{"name":"Afeng Zhang","is_ca":false},{"name":"Jing Chen","is_ca":false},{"name":"Gong Cheng","is_ca":false},{"name":"Benhua Sun","is_ca":false},{"name":"Xiaomin Pi","is_ca":false},{"name":"Miles Dyck","is_ca":true},{"name":"Bingcheng Si","is_ca":true},{"name":"Ying Zhao","is_ca":true},{"name":"Hao Feng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008121496927301812,"gpt":0.2062178561622908,"spread":0.198096359234989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000342858,0.0005040829,0.0005289427,0.0003544815,0.0006523535,0.0003933346,0.0006279055,0.0005185123,0.0006437948],"category_scores_gemma":[0.0003242568,0.0003040156,0.0004801901,0.0003751518,0.0005241625,0.0004784669,0.0003189125,0.0003717767,0.00009451749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001749777,"about_ca_system_score_gemma":0.0009858519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05188522,"about_ca_topic_score_gemma":0.09986997,"domain_scores_codex":[0.999848,0.00002522997,0.000009248504,0.00005673197,0.00001833897,0.0000423596],"domain_scores_gemma":[0.9995815,0.0001114841,0.00009335569,0.00003198949,0.00008498916,0.00009671057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01630212,0.005933188,0.5374166,0.0002144624,0.0003055622,0.0007950788,0.002684839,0.002169057,0.4154533,0.0002306547,0.0004088876,0.0180863],"study_design_scores_gemma":[0.00009166422,0.002241937,0.9839025,0.000004675457,0.00007791529,0.00003412051,0.0006133302,0.00162042,0.01107726,0.00004524619,0.0002710588,0.00001987781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998736,0.000009683008,0.00001353589,0.000004424891,7.111855e-7,0.000005164458,0.00003890985,0.000001561866,0.0000522794],"genre_scores_gemma":[0.9993693,0.00001916923,0.00006578871,0.00002011205,0.000002051932,0.00002546313,0.0001559699,0.000001834006,0.0003403308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05188522,"threshold_uncertainty_score":0.1031664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3010977907","doi":"10.1061/(asce)ir.1943-4774.0001464","title":"Irrigation Scheduling Approaches and Applications: A Review","year":2020,"lang":"en","type":"review","venue":"Journal of Irrigation and Drainage Engineering","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":238,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Irrigation scheduling; Water content; Environmental science; Agricultural engineering; Evapotranspiration; Irrigation; Computer science; Water balance; Scheduling (production processes); Soil water; Soil science; Agronomy; Engineering","authors":[{"name":"Zhe Gu","is_ca":false},{"name":"Zhiming Qi","is_ca":true},{"name":"Rasika Burghate","is_ca":true},{"name":"Shouqi Yuan","is_ca":false},{"name":"Xiyun Jiao","is_ca":false},{"name":"Junzeng Xu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05393427634661052,"gpt":0.2613447311707334,"spread":0.2074104548241229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009508871,0.001067504,0.001188303,0.002357824,0.0004020647,0.001764702,0.001534551,0.001300836,0.006214297],"category_scores_gemma":[0.002862574,0.0006010451,0.0009965223,0.004609614,0.0004121916,0.002185086,0.0008490114,0.001066898,0.002737176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007279977,"about_ca_system_score_gemma":0.002049394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002632019,"about_ca_topic_score_gemma":0.002257351,"domain_scores_codex":[0.9994652,0.00008018842,0.0001053593,0.0001183211,0.0001860059,0.00004504658],"domain_scores_gemma":[0.998692,0.0007847562,0.0001382505,0.00003891572,0.0003009551,0.00004517282],"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":[0.00008317264,0.00009830815,0.0004352958,0.02780693,0.00008623071,0.0001406005,0.0001218214,0.003413121,0.001421104,0.005148982,0.02505809,0.9361864],"study_design_scores_gemma":[0.0000163089,0.0001424344,0.0009800798,0.006555048,0.0001736788,0.0006747395,0.0001030071,0.001512099,0.0007555993,0.003254935,0.9857765,0.00005550812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004455129,0.9937506,0.002581841,0.0002740741,0.0003124606,0.00002520846,0.00008379165,0.00005494358,0.002471534],"genre_scores_gemma":[0.002887975,0.9933601,0.002230112,0.0002161469,0.0003308066,0.00002737991,0.0001833069,0.00001967002,0.0007445504],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006214297,"threshold_uncertainty_score":0.02078885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2294053293","doi":"10.21273/hortsci.38.7.1389","title":"Effects of Water Stress at Different Growth Stages on Greenhouse Tomato Yield and Quality","year":2003,"lang":"en","type":"article","venue":"HortScience","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":187,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Ripening; Greenhouse; Irrigation; Horticulture; Water stress; Yield (engineering); Deficit irrigation; Lycopersicon; Agronomy; Crop; Growing season; Biology; Chemistry; Irrigation management","authors":[{"name":"Molla Md. Nuruddin","is_ca":true},{"name":"Chandra A. Madramootoo","is_ca":true},{"name":"Georges T. Dodds","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0244210460441613,"gpt":0.2325255439411551,"spread":0.2081044978969938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001487566,0.000536798,0.0003342741,0.0002383828,0.0002204737,0.0002933888,0.0002160178,0.0002793214,0.001079684],"category_scores_gemma":[0.0001980016,0.0002434837,0.0002441723,0.0001483102,0.0002527584,0.0003362425,0.0003212236,0.0006156191,0.00009993327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007017386,"about_ca_system_score_gemma":0.0002580994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003450994,"about_ca_topic_score_gemma":0.006946081,"domain_scores_codex":[0.9998715,0.00002077984,0.00001097327,0.00004334853,0.00002334576,0.00003003338],"domain_scores_gemma":[0.9996547,0.00007352245,0.00007556244,0.0000212842,0.00003374846,0.0001412161],"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":[0.001253485,0.0001263148,0.00297248,0.00003159092,0.00001860827,0.00006776209,0.00005957238,0.0001676456,0.9941205,0.00001517256,0.00004271937,0.001124052],"study_design_scores_gemma":[0.0001563584,0.008006813,0.3027925,0.00001312517,0.0001340211,0.0001663992,0.0003109349,0.002204722,0.6846355,0.000108485,0.001405691,0.0000654848],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992992,0.0001144291,0.0001429937,0.00001691671,0.000005707792,0.00001269693,0.0001722667,0.00001788606,0.000217945],"genre_scores_gemma":[0.9982976,0.00009233975,0.0003377016,0.00004291028,0.000004144909,0.00004012947,0.0004459983,0.00001737178,0.0007217535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003450994,"threshold_uncertainty_score":0.006861806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2150245388","doi":"10.5539/jas.v4n12p68","title":"Comparison of Surface Irrigation Simulation Models: Full Hydrodynamic, Zero Inertia, Kinematic Wave","year":2012,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":157,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Inertia; Mechanics; Kinematics; Surface roughness; Kinematic wave; Zero (linguistics); Work (physics); Surface finish; Mathematics; Geotechnical engineering; Physics; Classical mechanics; Engineering; Thermodynamics; Mechanical engineering","authors":[{"name":"Mohammad Valipour","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0586772925061517,"gpt":0.2916849105621389,"spread":0.2330076180559872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007123947,0.0005376007,0.0006091537,0.000577407,0.0002331336,0.0007137178,0.0007428536,0.0006468768,0.001075636],"category_scores_gemma":[0.002215533,0.0003148027,0.0006442512,0.0005720578,0.0002046686,0.001030979,0.0005294106,0.0004558942,0.0001756576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004131308,"about_ca_system_score_gemma":0.0007091928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009352951,"about_ca_topic_score_gemma":0.004934517,"domain_scores_codex":[0.9996699,0.00009653584,0.00004649046,0.00004374787,0.00009563855,0.00004766431],"domain_scores_gemma":[0.9988279,0.000523264,0.00009609443,0.000152315,0.0003238567,0.00007659431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004084934,0.0001741468,0.01574466,0.0001479507,0.00009608131,0.00008525169,0.0001679749,0.9387083,0.007132569,0.001805769,0.0007448947,0.03478399],"study_design_scores_gemma":[0.00002321343,0.0001407219,0.001808854,0.000006254128,0.00001756592,0.00001352306,0.00003309027,0.9955663,0.001735749,0.0002225727,0.0004196686,0.00001248031],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9229808,0.0003678901,0.06833994,0.0001989847,0.00007633513,0.0001027593,0.0006541219,0.001071453,0.006207678],"genre_scores_gemma":[0.9844627,0.0002186549,0.01390723,0.00001727307,0.000007551401,0.00006516762,0.0005087692,0.00005636916,0.0007562389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009352951,"threshold_uncertainty_score":0.01859701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073305319","doi":"10.1007/s00271-013-0420-2","title":"Eight emitters clogging characteristics and its suitability under on-site reclaimed water drip irrigation","year":2013,"lang":"en","type":"article","venue":"Irrigation Science","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":134,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Public Health Association","funders":"World Health Organization","keywords":"Clogging; Drip irrigation; Common emitter; Environmental science; Irrigation; Environmental engineering; Soil gradation; Outflow; Suction; Hydrology (agriculture); Materials science; Soil science; Geotechnical engineering; Soil water; Geology; Engineering; Optoelectronics; Agronomy","authors":[{"name":"Yiting Pei","is_ca":false},{"name":"Yunkai Li","is_ca":false},{"name":"Yaoze Liu","is_ca":false},{"name":"Bo Zhou","is_ca":false},{"name":"Ze Shi","is_ca":false},{"name":"Yinguang Jiang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02751686665323894,"gpt":0.2406534474987725,"spread":0.2131365808455336,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004024609,0.000155872,0.0003108001,0.0008453888,0.0004191016,0.000502473,0.0002207366,0.0003137477,0.001116561],"category_scores_gemma":[0.000656604,0.000125565,0.0002730086,0.0005623585,0.0001970495,0.0003725951,0.0002897081,0.0002035768,0.0002996743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004147825,"about_ca_system_score_gemma":0.0001848203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00489797,"about_ca_topic_score_gemma":0.008645249,"domain_scores_codex":[0.9997419,0.00003382958,0.0000192148,0.00008703476,0.00005617367,0.00006197156],"domain_scores_gemma":[0.9992422,0.0001939586,0.0001324063,0.00004006701,0.000299579,0.00009178957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001153489,0.0002930488,0.8404229,0.00004521849,0.00004276932,0.0004349057,0.001126588,0.0008238354,0.1361245,0.00009490154,0.00007422223,0.01936366],"study_design_scores_gemma":[0.000005796757,0.0004826427,0.9847035,0.000006477132,0.00006344337,0.0003246118,0.001639176,0.001383389,0.01071225,0.00004355698,0.0006182622,0.00001693727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994729,0.00001535952,0.0001033085,0.000001557249,4.704253e-7,0.000003776783,0.00003900744,0.000002713992,0.0003610619],"genre_scores_gemma":[0.9991653,0.00002092072,0.0001544073,0.000002345047,7.248203e-7,0.000003233885,0.00007546554,0.000002548772,0.0005750072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00489797,"threshold_uncertainty_score":0.009738922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2570304827","doi":"10.1016/j.fcr.2016.12.029","title":"Ridge–furrow with plastic film mulching practice improves maize productivity and resource use efficiency under the wheat–maize double–cropping system in dry semi–humid areas","year":2017,"lang":"en","type":"article","venue":"Field Crops Research","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":128,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada","funders":"National Natural Science Foundation of China","keywords":"Agronomy; Sowing; Irrigation; Water-use efficiency; Plastic film; Mulch; Environmental science; Rainwater harvesting; Multiple cropping; Water use; Yield (engineering); Biology","authors":[{"name":"Changjiang Li","is_ca":false},{"name":"Changjiang Wang","is_ca":false},{"name":"Xiaoxia Wen","is_ca":false},{"name":"Xiaoliang Qin","is_ca":false},{"name":"Yang Liu","is_ca":false},{"name":"Juan Han","is_ca":false},{"name":"Yajun Li","is_ca":false},{"name":"Yuncheng Liao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0659990091762869,"gpt":0.3157714001617414,"spread":0.2497723909854545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001556169,0.000306891,0.000316727,0.0002581604,0.0002975607,0.0002759234,0.0004497667,0.0001286195,0.0009225255],"category_scores_gemma":[0.0001874843,0.0001228706,0.0002536729,0.0002576952,0.0002055079,0.0003216607,0.0002615639,0.0003025924,0.00009672243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004645596,"about_ca_system_score_gemma":0.0005393269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006326466,"about_ca_topic_score_gemma":0.02026366,"domain_scores_codex":[0.9998265,0.00002654481,0.00001359303,0.00006311306,0.00002149863,0.0000488604],"domain_scores_gemma":[0.9997894,0.00001913992,0.00006447863,0.00001835896,0.00001647669,0.00009213917],"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":[0.006120259,0.003508165,0.03659084,0.0003505628,0.0002145399,0.0003042012,0.0004332158,0.001593423,0.9099548,0.0001649127,0.0002357698,0.04052924],"study_design_scores_gemma":[0.000196137,0.01012758,0.9111655,0.00003519951,0.0002475255,0.0002207805,0.001072604,0.006955852,0.06752601,0.0001966811,0.00221593,0.0000401183],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997289,0.00002796874,0.000112525,0.000005848472,0.00000277462,0.000004451889,0.00001383216,0.000004238439,0.00009955348],"genre_scores_gemma":[0.999034,0.00004605891,0.0006028949,0.00001040678,0.000002912842,0.000007917557,0.00004643379,0.000002600206,0.0002469284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006326466,"threshold_uncertainty_score":0.01257926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2752134201","doi":"10.1016/j.agwat.2017.08.011","title":"Modeling the effect of biodegradable paper and plastic mulch on soil moisture dynamics","year":2017,"lang":"en","type":"article","venue":"Agricultural Water Management","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":122,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Western Trauma Association Foundation for Education and Research; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; University of Tennessee; Western University; Northwestern Mutual Foundation; Arthritis Research Initiative; Washington State University; U.S. Department of Agriculture","keywords":"Mulch; Polyethylene; Moisture; Water content; Plastic mulch; Environmental science; Agronomy; Biodegradable plastic; Plastic film; Growing season; Materials science; Geotechnical engineering; Composite material; Geology","authors":[{"name":"Mustafa Sağlam","is_ca":false},{"name":"Henry Y. Sintim","is_ca":false},{"name":"Andy I. Bary","is_ca":false},{"name":"Carol Miles","is_ca":false},{"name":"Shuresh Ghimire","is_ca":false},{"name":"D. A. Inglis","is_ca":false},{"name":"Markus Flury","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009765484122293512,"gpt":0.2028272041144077,"spread":0.1930617199921142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002935259,0.0005674439,0.0004569599,0.0002731231,0.0003284105,0.0007320532,0.0007147241,0.001187761,0.00180832],"category_scores_gemma":[0.00108355,0.000388679,0.0006297355,0.0003238123,0.0004140393,0.001015198,0.0003248249,0.0005975087,0.0001375642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00108604,"about_ca_system_score_gemma":0.0008628277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04966886,"about_ca_topic_score_gemma":0.03250732,"domain_scores_codex":[0.9999014,0.0000174352,0.000004813313,0.00003037588,0.00001039357,0.00003567829],"domain_scores_gemma":[0.9993069,0.0004983747,0.00006722362,0.00002050606,0.00005410242,0.00005291313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005120727,0.00008077143,0.003501607,0.00002114932,0.00001422349,0.00004231545,0.00001447923,0.991991,0.002612356,0.0002486972,0.0000673839,0.0013549],"study_design_scores_gemma":[0.0000105161,0.00002814679,0.001342769,0.000001263674,0.000007570708,0.000003267247,0.0000130591,0.9977248,0.0007458697,0.00006779692,0.00005096671,0.000003991096],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930888,0.00006880537,0.004232975,0.00008907075,0.0000188494,0.00001771637,0.0002082088,0.00005552106,0.002220039],"genre_scores_gemma":[0.9981035,0.00004470513,0.0007141685,0.00001162654,0.000003223828,0.000009600656,0.00006295001,0.00001102391,0.00103925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04966886,"threshold_uncertainty_score":0.09875947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2169446251","doi":"10.1093/jexbot/51.344.547","title":"Radial hydraulic conductivity along developing onion roots","year":2000,"lang":"en","type":"article","venue":"Journal of Experimental Botany","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":117,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Hydraulic conductivity; Conductivity; Botany; Biology; Environmental science; Chemistry; Soil science; Soil water","authors":[{"name":"David E. Barrowclough","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02741039787896787,"gpt":0.2606679198338237,"spread":0.2332575219548558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009576805,0.0002901044,0.000287831,0.0004107878,0.0001565332,0.0004995174,0.0002446451,0.0002974566,0.0007534113],"category_scores_gemma":[0.0001738015,0.000141263,0.0001707993,0.0001857358,0.000224389,0.0004316237,0.0003772113,0.0004067547,0.000193345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004065609,"about_ca_system_score_gemma":0.0001893805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002035922,"about_ca_topic_score_gemma":0.002307461,"domain_scores_codex":[0.9998939,0.000008439656,0.000006204465,0.00004651916,0.00002413317,0.00002087212],"domain_scores_gemma":[0.999864,0.00003512136,0.00002842972,0.000007390684,0.00003657009,0.00002842625],"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":[0.00008456888,0.000004934452,0.003308203,0.00003087367,0.000003848676,0.00005191662,0.0001188962,0.00009548053,0.9938694,0.00004595401,0.00001078902,0.002375157],"study_design_scores_gemma":[0.00002212445,0.0004319317,0.5833694,0.00002639891,0.00004368413,0.0003647971,0.0006472464,0.001729793,0.4115073,0.0002834246,0.00152584,0.00004799585],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975193,0.0003212262,0.0008495983,0.00001063576,0.000002205306,0.000008169135,0.0001627521,0.00003050082,0.001095563],"genre_scores_gemma":[0.9980322,0.0001904206,0.0005639174,0.00001545746,0.000001757653,0.0000159855,0.000200033,0.00000965423,0.0009705752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002035922,"threshold_uncertainty_score":0.004048109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994771361","doi":"10.1007/s00271-012-0328-2","title":"Influence of fine particle size and concentration on the clogging of labyrinth emitters","year":2012,"lang":"en","type":"article","venue":"Irrigation Science","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":108,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"China Institute of Water Resources and Hydropower Research; China Agricultural University","keywords":"Clogging; Common emitter; Particle size; Particle (ecology); Sediment; Drip irrigation; Range (aeronautics); Materials science; Environmental engineering; Irrigation; Soil gradation; Environmental science; Geotechnical engineering; Soil science; Composite material; Chemistry; Geology; Soil water; Optoelectronics; Geomorphology","authors":[{"name":"Wenquan Niu","is_ca":false},{"name":"Lu Liu","is_ca":false},{"name":"Xue Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02562702103382283,"gpt":0.2499033936969957,"spread":0.2242763726631729,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004980688,0.000217316,0.0003121453,0.0002295877,0.0003551045,0.0007777706,0.0002072543,0.000357055,0.001477763],"category_scores_gemma":[0.001968731,0.0001812051,0.000243873,0.0001216777,0.000204128,0.0003562441,0.0003304185,0.0002679737,0.0002688497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000393816,"about_ca_system_score_gemma":0.0002552154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003439576,"about_ca_topic_score_gemma":0.003371052,"domain_scores_codex":[0.9997403,0.0000633774,0.00001525612,0.00006217167,0.00005438469,0.00006454758],"domain_scores_gemma":[0.9979881,0.001208929,0.000234799,0.0000886081,0.00033674,0.0001428306],"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":[0.003141662,0.0001099135,0.02898378,0.00007468437,0.00005193483,0.0001378036,0.0002210903,0.001308415,0.9541062,0.00005629945,0.00007018979,0.01173798],"study_design_scores_gemma":[0.00004941046,0.003339763,0.1659805,0.00002009739,0.0001134572,0.0001964709,0.0006728335,0.004990709,0.8230639,0.000123536,0.001406481,0.00004283936],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991671,0.0001455097,0.0002921836,0.000007890161,0.000002870965,0.000005358204,0.00001795889,0.000007771823,0.0003534085],"genre_scores_gemma":[0.9986984,0.00009809744,0.0003336768,0.00001958085,0.00000203149,0.000004964313,0.00003505145,0.00001308205,0.00079517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003439576,"threshold_uncertainty_score":0.006839097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3098357169","doi":"10.1016/j.compag.2020.105801","title":"Neural network soil moisture model for irrigation scheduling","year":2020,"lang":"en","type":"article","venue":"Computers and Electronics in Agriculture","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":101,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Fundamental Research Funds for the Central Universities; State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering; Hohai University; China Postdoctoral Science Foundation","keywords":"Irrigation scheduling; Water content; Environmental science; Irrigation; Soil science; Soil water; Moisture; Agricultural engineering; Agronomy; Engineering; Meteorology; Geotechnical engineering","authors":[{"name":"Zhe Gu","is_ca":false},{"name":"Tingting Zhu","is_ca":false},{"name":"Xiyun Jiao","is_ca":false},{"name":"Junzeng Xu","is_ca":false},{"name":"Zhiming Qi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02174477111892525,"gpt":0.2150152716481863,"spread":0.1932705005292611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002360881,0.0003132328,0.000550204,0.0002553051,0.0002433349,0.000388476,0.0007791084,0.0008509953,0.00324923],"category_scores_gemma":[0.0009674274,0.0002966232,0.0002817438,0.0004078788,0.0002437747,0.0005460643,0.0003009803,0.0006831142,0.0003745804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008729617,"about_ca_system_score_gemma":0.0007443308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02546362,"about_ca_topic_score_gemma":0.01983224,"domain_scores_codex":[0.9999229,0.00001669457,0.000003789634,0.00002842228,0.00001382808,0.00001440586],"domain_scores_gemma":[0.999781,0.0001157983,0.00002300906,0.000009095857,0.00005999362,0.0000111845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001354001,0.0000111862,0.0001467426,0.000006304881,0.000005479928,0.0000062621,0.000003219597,0.9944834,0.0002765226,0.000401468,0.0001825153,0.004463347],"study_design_scores_gemma":[0.000001015276,0.000001436618,0.00003774058,2.907027e-7,7.832867e-7,4.508301e-7,3.208073e-7,0.9997881,0.00003234255,0.0001095424,0.00002742362,5.226335e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1951033,0.0008028214,0.7886646,0.0008129908,0.0002486268,0.00007099757,0.000732025,0.0009306471,0.01263398],"genre_scores_gemma":[0.9780818,0.0001502423,0.01319189,0.00007387116,0.00003957924,0.00006885051,0.0002193195,0.00003539952,0.008139277],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02546362,"threshold_uncertainty_score":0.05063081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2040877652","doi":"10.1016/j.agwat.2014.02.018","title":"Mulching effects on water storage in soil and its depletion by alfalfa in the Loess Plateau of northwestern China","year":2014,"lang":"en","type":"article","venue":"Agricultural Water Management","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":101,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saskatchewan Ministry of Agriculture","funders":"National Natural Science Foundation of China; National Science Foundation","keywords":"Mulch; Agronomy; Environmental science; Loam; Straw; Soil water; Soil fertility; Water content; Sowing; Soil science; Biology; Geology","authors":[{"name":"Yu Gao","is_ca":false},{"name":"S. S. Malhi","is_ca":true},{"name":"Li Yangyang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006194070607880045,"gpt":0.1858389791040748,"spread":0.1796449084961948,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002448808,0.0001948165,0.0002544,0.0005912069,0.000544109,0.000366121,0.0003532395,0.000207027,0.0005210343],"category_scores_gemma":[0.0002408136,0.0001373549,0.0002781243,0.0005311437,0.0004814443,0.0003335611,0.0003224549,0.0001544226,0.00006333299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001549369,"about_ca_system_score_gemma":0.0009288786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08709226,"about_ca_topic_score_gemma":0.155163,"domain_scores_codex":[0.9998776,0.00002091731,0.00001077051,0.00003389431,0.00001360014,0.00004324948],"domain_scores_gemma":[0.9996662,0.00005777066,0.00009133418,0.00002084336,0.00006129156,0.0001026722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001017509,0.0001281461,0.9303129,0.00003931866,0.0001071968,0.0004864821,0.001623995,0.0004787374,0.06094194,0.0001237927,0.00009777891,0.004642222],"study_design_scores_gemma":[0.000002966888,0.00003271781,0.9989076,0.000001179791,0.000008026801,0.00001930479,0.000408903,0.0002175394,0.0003248966,0.00001556765,0.00005905487,0.000002209032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998933,0.00001698113,0.000006228946,0.000004860389,2.82272e-7,3.860008e-7,0.0000134939,6.72974e-7,0.00006393764],"genre_scores_gemma":[0.999797,0.00001588512,0.000009303471,0.000005577302,6.545775e-7,0.000001208631,0.00004391136,6.139629e-7,0.0001260268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08709226,"threshold_uncertainty_score":0.1731706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987521414","doi":"10.4314/wsa.v36i1.50904","title":"Crop production management practices as a cause for low water productivity at Zanyokwe Irrigation Scheme","year":2010,"lang":"en","type":"article","venue":"Water SA","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":87,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Indiana Family and Social Services Administration; Alliance for a Green Revolution in Africa; Water Research Commission; McGill University; University of Georgia","keywords":"Irrigation; Cropping; Irrigation management; Deficit irrigation; Productivity; Cropping system; Livelihood; Agriculture; Agricultural productivity; Agricultural science; Environmental science; Low-flow irrigation systems; Crop; Agroforestry; Business; Agronomy; Agricultural engineering; Geography; Engineering; Economics; Biology","authors":[{"name":"Morris Fanadzo","is_ca":false},{"name":"Cornelius Chiduza","is_ca":false},{"name":"P. N. S. Mnkeni","is_ca":false},{"name":"L Van der Stoep","is_ca":false},{"name":"Janet C. Steven","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02664124094121763,"gpt":0.2593731627566254,"spread":0.2327319218154077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003568942,0.0002464658,0.0002151157,0.0007405635,0.001759551,0.0008232869,0.0007793817,0.0005564895,0.00263004],"category_scores_gemma":[0.001913737,0.0003034764,0.0001549858,0.001312197,0.0007819743,0.0005018796,0.0007885766,0.0007424902,0.0001394877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001903391,"about_ca_system_score_gemma":0.002073218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04579527,"about_ca_topic_score_gemma":0.08291455,"domain_scores_codex":[0.9993916,0.00009954789,0.00004959137,0.00007164459,0.0001306882,0.0002569852],"domain_scores_gemma":[0.9982508,0.0002258509,0.001104809,0.00005470019,0.0001595796,0.0002042907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008200778,0.0001616781,0.9595824,0.0001606206,0.00002857366,0.008644283,0.009368544,0.0003243761,0.005501034,0.000569382,0.0009527447,0.01462443],"study_design_scores_gemma":[0.000006273294,0.0001203091,0.9816175,0.0001233066,0.00002276497,0.001858994,0.0124496,0.0006504356,0.0006534446,0.0001980363,0.002281774,0.00001764426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986884,0.0001574137,0.00007011394,0.0004284819,0.000004407297,0.00001469996,0.00004389694,0.000005179409,0.0005873573],"genre_scores_gemma":[0.9994543,0.0001216699,0.00005819288,0.00002978995,0.000001745706,0.0000066784,0.00002246674,0.000001039113,0.0003041007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04579527,"threshold_uncertainty_score":0.09105742,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2101695352","doi":"10.1016/j.agrformet.2004.05.009","title":"Operational exposure of leaf wetness sensors","year":2004,"lang":"en","type":"article","venue":"Agricultural and Forest Meteorology","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":86,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Leaf wetness; Dew; Environmental science; Biometeorology; Remote sensing; Hydrology (agriculture); Meteorology; Horticulture; Engineering; Geology; Geotechnical engineering; Geography; Biology","authors":[{"name":"Paulo César Sentelhas","is_ca":false},{"name":"Terry J. Gillespie","is_ca":true},{"name":"Mark L. Gleason","is_ca":false},{"name":"José E. B. A. Monteiro","is_ca":false},{"name":"Sara T. Helland","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01227816524957097,"gpt":0.2022182913477789,"spread":0.189940126098208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000253648,0.0004226402,0.0003350651,0.0003899708,0.0003110586,0.0005500999,0.0005721549,0.0006098014,0.007417931],"category_scores_gemma":[0.0006325973,0.0001810711,0.0001686415,0.0002570319,0.0001815306,0.0004119237,0.000733554,0.0004207126,0.001095363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003147739,"about_ca_system_score_gemma":0.0003905169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001644821,"about_ca_topic_score_gemma":0.00196909,"domain_scores_codex":[0.9996011,0.00003804231,0.00001241103,0.0001327151,0.0001422223,0.00007348458],"domain_scores_gemma":[0.9996124,0.00008484245,0.00002805079,0.00006748451,0.0001416013,0.00006570062],"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":[0.001491013,0.0006070938,0.04081553,0.0001899746,0.00008836132,0.0001783707,0.0007770697,0.002728206,0.7757156,0.001430837,0.008247256,0.1677307],"study_design_scores_gemma":[0.0002451605,0.001772473,0.2553369,0.00005540814,0.0001711871,0.0008337788,0.0006119868,0.07585859,0.6015731,0.002099605,0.06131489,0.0001268957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8553105,0.0001954577,0.1114281,0.0002921477,0.0002132912,0.0003314947,0.003877107,0.005856125,0.0224958],"genre_scores_gemma":[0.9730822,0.00006684229,0.01623911,0.0004099963,0.0000524011,0.000180536,0.001949222,0.0002176334,0.007802066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007417931,"threshold_uncertainty_score":0.02481538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2765262425","doi":"10.1016/j.compag.2017.10.023","title":"Development of an irrigation scheduling software based on model predicted crop water stress","year":2017,"lang":"en","type":"article","venue":"Computers and Electronics in Agriculture","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":85,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Ten Thousand Talent Program; China Scholarship Council; McGill University","keywords":"Irrigation; Irrigation scheduling; Environmental science; Deficit irrigation; Water content; Hydrology (agriculture); Soil water; Irrigation management; Low-flow irrigation systems; Crop coefficient; Field capacity; Agronomy; Soil science; Engineering; Geotechnical engineering","authors":[{"name":"Zhe Gu","is_ca":true},{"name":"Zhiming Qi","is_ca":true},{"name":"Liwang Ma","is_ca":false},{"name":"Dongwei GUI","is_ca":false},{"name":"Junzeng Xu","is_ca":false},{"name":"Quanxiao Fang","is_ca":false},{"name":"Shouqi Yuan","is_ca":false},{"name":"Gary Feng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01723081669024019,"gpt":0.2284418281133934,"spread":0.2112110114231532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006329287,0.0009321141,0.0007551922,0.0006602313,0.0004146407,0.0006588902,0.001704406,0.0004465537,0.007279157],"category_scores_gemma":[0.002016715,0.0006523544,0.0006914384,0.0003682927,0.0002643691,0.0006110123,0.0004149826,0.0009803617,0.001685921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005725116,"about_ca_system_score_gemma":0.001451524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007901473,"about_ca_topic_score_gemma":0.005073185,"domain_scores_codex":[0.9997426,0.00003354419,0.00002255533,0.00009844136,0.00007666818,0.0000262916],"domain_scores_gemma":[0.9989399,0.0003571663,0.00008626029,0.0001241831,0.0004090847,0.00008342427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009139266,0.0008830036,0.01538975,0.0005287051,0.0004870967,0.0006630025,0.0004820843,0.4647628,0.1142888,0.006570317,0.02889946,0.366131],"study_design_scores_gemma":[0.0001371371,0.00008357193,0.001627268,0.00001819639,0.00007027738,0.00006947876,0.00001957155,0.9649292,0.02502698,0.0009718523,0.007010588,0.00003601099],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04621441,0.00009058542,0.8505918,0.0001229461,0.000193192,0.0003752965,0.0007466207,0.09740252,0.004262594],"genre_scores_gemma":[0.5249552,0.0002163946,0.4548453,0.0002524834,0.0000848948,0.0006450464,0.002725232,0.006807092,0.009468397],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007901473,"threshold_uncertainty_score":0.02435118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090769945","doi":"10.4141/p03-099","title":"Effects of nitrogen fertilization on fruit yield and quality of processing tomatoes","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Plant Science","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":85,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cultivar; Lycopersicon; Yield (engineering); Human fertilization; Fertilizer; Agronomy; Irrigation; Nitrogen fertilizer; Nitrogen; Mathematics; Horticulture; Biology; Chemistry","authors":[{"name":"J. Warner","is_ca":false},{"name":"Tingrui Zhang","is_ca":false},{"name":"X. Hao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03256851607907675,"gpt":0.2369032374708808,"spread":0.204334721391804,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002165034,0.0003607415,0.0003212463,0.0001978595,0.0002776228,0.0004185327,0.0003050722,0.0003140024,0.0007874141],"category_scores_gemma":[0.0005783284,0.0002386398,0.0001972364,0.000177755,0.0002645487,0.0002938888,0.0002329479,0.0003498121,0.0001285969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001993158,"about_ca_system_score_gemma":0.0005633574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05809976,"about_ca_topic_score_gemma":0.1387614,"domain_scores_codex":[0.9998282,0.00002590431,0.00001325775,0.00004940265,0.00005216859,0.00003099944],"domain_scores_gemma":[0.99936,0.0001449837,0.0001432157,0.00003043954,0.0001375933,0.0001837224],"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":[0.001339979,0.00008288216,0.02074644,0.00007388717,0.00004119801,0.0001870939,0.0001070462,0.0002632109,0.9748831,0.00001675669,0.00006318579,0.002195282],"study_design_scores_gemma":[0.00007890671,0.002120476,0.8489799,0.000009204578,0.00006585455,0.0001852607,0.0002543899,0.001295011,0.1458464,0.00004325619,0.001095007,0.00002629309],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993253,0.0001139436,0.00006890699,0.00001798563,0.000001857383,0.000007288916,0.0001004456,0.000006418027,0.0003577058],"genre_scores_gemma":[0.998005,0.00009185918,0.000227576,0.00003638317,0.000001533341,0.00001170751,0.0003461278,0.00001018818,0.001269635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05809976,"threshold_uncertainty_score":0.1155232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2265720521","doi":"10.1007/s00484-016-1134-y","title":"Integrated double mulching practices optimizes soil temperature and improves soil water utilization in arid environments","year":2016,"lang":"en","type":"article","venue":"International Journal of Biometeorology","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":82,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Gansu Agricultural University; National Natural Science Foundation of China","keywords":"Arid; Mulch; Environmental science; Agroforestry; Hydrology (agriculture); Agronomy; Ecology; Engineering; Geotechnical engineering; Biology","authors":[{"name":"Wen Yin","is_ca":false},{"name":"Fuxue Feng","is_ca":false},{"name":"Cai Zhao","is_ca":false},{"name":"Aizhong Yu","is_ca":false},{"name":"Falong Hu","is_ca":false},{"name":"Qiang Chai","is_ca":false},{"name":"Yantai Gan","is_ca":true},{"name":"Yao Guo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02859796183643575,"gpt":0.2655882016676291,"spread":0.2369902398311934,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001477694,0.000341853,0.0005038226,0.0003370784,0.0003119337,0.0004045326,0.0003997944,0.0001447795,0.0008920829],"category_scores_gemma":[0.000240464,0.0001429031,0.0002002776,0.0003094141,0.0001849501,0.0004189524,0.00033152,0.0003629286,0.0001089576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004118385,"about_ca_system_score_gemma":0.0004972036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002257589,"about_ca_topic_score_gemma":0.009209996,"domain_scores_codex":[0.9997992,0.00001838799,0.00001375682,0.00007404551,0.00003721215,0.00005754162],"domain_scores_gemma":[0.9997488,0.00003393231,0.00006814793,0.00003808031,0.00002897381,0.00008203937],"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":[0.003893811,0.002992282,0.03597346,0.0003666032,0.0002238156,0.0001199803,0.0003211164,0.00448305,0.8473078,0.0003480345,0.0004689805,0.103501],"study_design_scores_gemma":[0.0003463846,0.0102576,0.6855431,0.00008347343,0.0006000783,0.0005243371,0.000854944,0.04247124,0.2488325,0.001623069,0.008759691,0.00010358],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984401,0.0000997688,0.001079446,0.00001002879,0.00001009028,0.000008005268,0.00003977288,0.00002662441,0.0002862657],"genre_scores_gemma":[0.9967903,0.00007455339,0.00247838,0.00001396447,0.000008289313,0.0000157355,0.000104982,0.00001498266,0.0004987707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002257589,"threshold_uncertainty_score":0.004488885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2737661515","doi":"10.1016/j.fcr.2017.07.009","title":"Effect of bentonite amendment on soil hydraulic parameters and millet crop performance in a semi-arid region","year":2017,"lang":"en","type":"article","venue":"Field Crops Research","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":79,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada","funders":"National Natural Science Foundation of China","keywords":"Bentonite; Hydraulic conductivity; Loam; Environmental science; Agronomy; Amendment; Soil water; Water content; Arid; Moisture; Crop yield; Field capacity; Soil science; Geology; Chemistry; Biology; Geotechnical engineering","authors":[{"name":"Junzhen Mi","is_ca":true},{"name":"E. G. Gregorich","is_ca":true},{"name":"Shengtao Xu","is_ca":false},{"name":"Neil B. McLaughlin","is_ca":true},{"name":"Bin Ma","is_ca":false},{"name":"Jinghui Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06356514332792564,"gpt":0.3371595154847527,"spread":0.2735943721568271,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001853256,0.0002122186,0.0003606397,0.000173956,0.0003613109,0.0004218471,0.0003301861,0.000312289,0.0004940941],"category_scores_gemma":[0.0002845668,0.0001613334,0.0002754702,0.0002056695,0.0002329226,0.0003003339,0.0001972704,0.0003376043,0.00008667156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005335204,"about_ca_system_score_gemma":0.0005279545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01443901,"about_ca_topic_score_gemma":0.03288416,"domain_scores_codex":[0.9998753,0.00002413989,0.00001680897,0.00004145187,0.00001523583,0.00002702281],"domain_scores_gemma":[0.9995485,0.0001134284,0.00008882268,0.0000210287,0.00007394354,0.0001542007],"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":[0.005884781,0.000584003,0.02656047,0.0002375136,0.0001109106,0.0002906092,0.0002969073,0.0008756925,0.9596795,0.00004985269,0.00006396452,0.005365825],"study_design_scores_gemma":[0.0001855576,0.008967807,0.6074248,0.0000384447,0.000381331,0.0003622333,0.002149725,0.00485309,0.3731472,0.0001453389,0.002280856,0.00006363662],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998053,0.00003974041,0.00004008795,0.000008031127,0.000002125396,0.000002322493,0.00003000751,0.000001812733,0.00007060659],"genre_scores_gemma":[0.9991801,0.00006286317,0.0001946165,0.00001666002,0.000001787036,0.000004901481,0.00008188416,0.000001691969,0.0004554865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01443901,"threshold_uncertainty_score":0.02870995,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2933165776","doi":"10.1016/j.agwat.2019.03.048","title":"Optimized ridge–furrow with plastic film mulching system to use precipitation efficiently for winter wheat production in dry semi–humid areas","year":2019,"lang":"en","type":"article","venue":"Agricultural Water Management","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":75,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada","funders":"National Key Research and Development Program of China","keywords":"Sowing; Water-use efficiency; Irrigation; Agronomy; Rainwater harvesting; Mulch; Ridge; Environmental science; Precipitation; Plastic film; Seedling; Water use; Growing season; Surface irrigation; Rainfed agriculture; Hydrology (agriculture); Geography; Biology; Geology; Chemistry","authors":[{"name":"Weiwei Li","is_ca":false},{"name":"Li Xiong","is_ca":false},{"name":"Changjiang Wang","is_ca":false},{"name":"Yuncheng Liao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0107558739309315,"gpt":0.1979578447729256,"spread":0.1872019708419941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007190647,0.0002205376,0.0002100737,0.0001401516,0.0002025367,0.0001894651,0.0003678595,0.0001077422,0.001094611],"category_scores_gemma":[0.00005795886,0.0001195961,0.0001734164,0.0001800265,0.00006155913,0.0001361742,0.0001483849,0.0001159485,0.000126447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001643214,"about_ca_system_score_gemma":0.0002814839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002519405,"about_ca_topic_score_gemma":0.008983862,"domain_scores_codex":[0.99994,0.000006698573,0.000003217273,0.00002106813,0.00001320236,0.00001568522],"domain_scores_gemma":[0.9999704,0.000003865303,0.00000807619,0.00000339884,0.000007552884,0.000006632911],"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":[0.0007193343,0.0006655382,0.01025514,0.0002549917,0.00005163794,0.0002030034,0.00006049715,0.02022753,0.9152771,0.0001877136,0.0005304893,0.05156707],"study_design_scores_gemma":[0.0002728412,0.004798115,0.2382957,0.00004570689,0.0003527893,0.000606568,0.0005234988,0.2810029,0.4633392,0.0004392502,0.0102174,0.0001061126],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885945,0.0001197481,0.01010777,0.000013461,0.000015285,0.0000423248,0.0001168158,0.00008583309,0.0009041682],"genre_scores_gemma":[0.9884911,0.00008907534,0.010211,0.00001051187,0.000003255299,0.00002631694,0.00008901124,0.000008299145,0.001071343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002519405,"threshold_uncertainty_score":0.005009532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393246272","doi":"10.1016/j.agwat.2024.108791","title":"Nitrogen losses from soil as affected by water and fertilizer management under drip irrigation: Development, hotspots and future perspectives","year":2024,"lang":"en","type":"article","venue":"Agricultural Water Management","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Natural Science Foundation of China","keywords":"Drip irrigation; Environmental science; Fertilizer; Irrigation; Nitrogen fertilizer; Hydrology (agriculture); Agronomy; Water resource management; Geology; Biology","authors":[{"name":"Junzeng Xu","is_ca":false},{"name":"Yuzhou Liu","is_ca":false},{"name":"Dong Wang","is_ca":false},{"name":"Shengyu Chen","is_ca":false},{"name":"Wenhao Qian","is_ca":false},{"name":"Min He","is_ca":false},{"name":"Peng Chen","is_ca":true},{"name":"Xuanying Zhou","is_ca":false},{"name":"Zhiming Qi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007222065826565638,"gpt":0.1987106782887893,"spread":0.1914886124622237,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002448169,0.0006256185,0.001595468,0.009182633,0.0003326224,0.00214813,0.0005433886,0.0007214434,0.001282667],"category_scores_gemma":[0.003515358,0.0002176357,0.001488021,0.01303383,0.0006148044,0.002383302,0.0008717518,0.0003963811,0.0001403754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001264406,"about_ca_system_score_gemma":0.00206349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008766271,"about_ca_topic_score_gemma":0.01305855,"domain_scores_codex":[0.9985387,0.0003199464,0.000363099,0.000289061,0.0003549093,0.0001342807],"domain_scores_gemma":[0.994511,0.002205461,0.001700382,0.0001255801,0.001306601,0.0001508849],"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":[0.00079634,0.0001414209,0.3328643,0.09407505,0.004910904,0.001728726,0.003038534,0.002417841,0.005731713,0.004640737,0.005808938,0.5438456],"study_design_scores_gemma":[0.00004893656,0.00049425,0.8747464,0.01877948,0.009466144,0.003199564,0.01004414,0.002841394,0.002508445,0.008842189,0.06876491,0.0002641515],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1218743,0.8661758,0.001412058,0.004305108,0.0001502988,0.00007657932,0.003114734,0.00004923295,0.002841885],"genre_scores_gemma":[0.433232,0.5612445,0.001857225,0.0009127692,0.0004170164,0.00009693531,0.001703327,0.00001501331,0.000521213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009182633,"threshold_uncertainty_score":0.01743048,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2587713640","doi":"10.1016/j.agwat.2017.02.005","title":"Spatial distribution of soil moisture and fine roots in rain-fed apple orchards employing a Rainwater Collection and Infiltration (RWCI) system on the Loess Plateau of China","year":2017,"lang":"en","type":"article","venue":"Agricultural Water Management","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":69,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Subsoil; Rainwater harvesting; Infiltration (HVAC); Orchard; Environmental science; Water content; Irrigation; Loess; Soil water; Hydrology (agriculture); Soil horizon; Loess plateau; Soil science; Agronomy; Geology; Biology; Ecology; Geography","authors":[{"name":"Xiaolin Song","is_ca":false},{"name":"Xiaodong Gao","is_ca":false},{"name":"Xining Zhao","is_ca":false},{"name":"Pute Wu","is_ca":false},{"name":"Miles Dyck","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01237522818320654,"gpt":0.2059296552672759,"spread":0.1935544270840693,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001343658,0.0001742498,0.0002127096,0.0006855002,0.0002885176,0.0003529495,0.0003347254,0.0001942067,0.0005908163],"category_scores_gemma":[0.0001714147,0.0001817112,0.000204533,0.0006398177,0.0003298758,0.0002422874,0.0003200346,0.0001164409,0.00007764258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008513352,"about_ca_system_score_gemma":0.0004886674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06327347,"about_ca_topic_score_gemma":0.1774675,"domain_scores_codex":[0.9998651,0.00001212459,0.000009491855,0.00005533344,0.00002068622,0.00003714904],"domain_scores_gemma":[0.9997395,0.00003285447,0.00007904275,0.00001103455,0.00004553229,0.00009212629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001350984,0.00005837753,0.984421,0.00001287347,0.00004328959,0.000207019,0.0006224586,0.0001599397,0.01233606,0.00003201697,0.00004733562,0.001924617],"study_design_scores_gemma":[0.000001121379,0.00001056368,0.999572,4.615306e-7,0.000003854786,0.0000169311,0.0001598831,0.0001438725,0.00007036931,0.000002915701,0.00001662585,0.000001362444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998772,0.000007527207,0.00001034201,0.000001702308,1.708447e-7,0.000001120562,0.00004302038,8.676716e-7,0.00005803291],"genre_scores_gemma":[0.999711,0.000009863469,0.00002628112,0.000002697675,5.806251e-7,0.00000214309,0.000092601,4.150585e-7,0.0001542797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06327347,"threshold_uncertainty_score":0.1258103,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3010689099","doi":"10.3390/su12062419","title":"Precision Irrigation Strategies for Sustainable Water Budgeting of Potato Crop in Prince Edward Island","year":2020,"lang":"en","type":"article","venue":"Sustainability","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University; University of Prince Edward Island","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fertigation; Irrigation; Drip irrigation; Environmental science; Deficit irrigation; Crop coefficient; Crop; Agriculture; Low-flow irrigation systems; Agronomy; Irrigation management; Evapotranspiration; Productivity; Irrigation scheduling; Crop yield; Geography; Biology","authors":[{"name":"Hassan Afzaal","is_ca":true},{"name":"Aitazaz A. Farooque","is_ca":true},{"name":"Farhat Abbas","is_ca":true},{"name":"Bishnu Acharya","is_ca":true},{"name":"Travis J. Esau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01356457367408278,"gpt":0.254614767017744,"spread":0.2410501933436612,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002250264,0.0001102432,0.0001333849,0.0001964357,0.0003757949,0.0004490414,0.0003909363,0.0001190783,0.0004757516],"category_scores_gemma":[0.0003771831,0.00007536936,0.00007883833,0.0004151523,0.0002187295,0.0002443947,0.0003967122,0.0001637846,0.00006332986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001490176,"about_ca_system_score_gemma":0.002675716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1973288,"about_ca_topic_score_gemma":0.4647913,"domain_scores_codex":[0.9999256,0.00001818757,0.000006463282,0.00001495107,0.00001762504,0.00001719526],"domain_scores_gemma":[0.9998206,0.00003120169,0.0000428941,0.00001502079,0.00006484659,0.00002540781],"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":[0.0008253902,0.000408065,0.2385272,0.0009668604,0.0001446553,0.001512874,0.007120613,0.03813637,0.3363325,0.00295809,0.001770429,0.3712969],"study_design_scores_gemma":[0.00005797279,0.00123795,0.9027472,0.0001300787,0.0001403851,0.0002971505,0.01194362,0.02862433,0.03538219,0.0007896711,0.01856637,0.00008298273],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961451,0.0002048031,0.001656659,0.00006825627,0.000001332866,0.00003654289,0.00005526971,0.00001632296,0.001815684],"genre_scores_gemma":[0.9937155,0.0003278212,0.004751496,0.00001352758,8.338669e-7,0.00003838223,0.000088166,0.000003323338,0.001060977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8026712,"threshold_uncertainty_score":0.3923604,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3094130287","doi":"10.1038/s41598-020-75350-9","title":"Effect of bentonite as a soil amendment on field water-holding capacity, and millet photosynthesis and grain quality","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Ministry of Education, India; Ministry of Education of the People's Republic of China; Agriculture and Agri-Food Canada; Inner Mongolia Agricultural University; National Natural Science Foundation of China","keywords":"Transpiration; Bentonite; Agronomy; Amendment; Environmental science; Photosynthesis; Soil water; Setaria; Water-use efficiency; Water content; Water retention; Field capacity; Irrigation; Biology; Botany; Soil science; Geology","authors":[{"name":"Junzhen Mi","is_ca":true},{"name":"E. G. Gregorich","is_ca":true},{"name":"Shengtao Xu","is_ca":false},{"name":"Neil B. McLaughlin","is_ca":true},{"name":"Jinghui Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02758432343959171,"gpt":0.2548427334528849,"spread":0.2272584100132932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003948846,0.000533742,0.000553114,0.0003039985,0.0003586098,0.0004108276,0.0003216876,0.0003282136,0.0007563042],"category_scores_gemma":[0.0003196448,0.0002187091,0.000315261,0.0002907171,0.0002444576,0.0003441804,0.0002429716,0.0004384351,0.00008300947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007678381,"about_ca_system_score_gemma":0.0005025773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01006082,"about_ca_topic_score_gemma":0.02113695,"domain_scores_codex":[0.9998179,0.00004003692,0.00002123062,0.00005080465,0.00003845201,0.00003155935],"domain_scores_gemma":[0.9993926,0.0001178249,0.0001616281,0.00003208796,0.000111323,0.0001844577],"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":[0.001720875,0.0003899059,0.009801875,0.000191139,0.00008153219,0.00006420504,0.00005134086,0.0004178652,0.9832149,0.00001655753,0.00003939775,0.004010421],"study_design_scores_gemma":[0.0001861285,0.01115892,0.414784,0.00002843812,0.0002277945,0.0001048937,0.0002667333,0.002887451,0.5682786,0.00006205831,0.001969866,0.00004502949],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995025,0.0001471379,0.0001006895,0.00001216871,0.00000518422,0.00001714468,0.00007741195,0.000006690414,0.0001309199],"genre_scores_gemma":[0.9986052,0.0001271092,0.0004764482,0.00003439954,0.000003211431,0.00001986784,0.0001359035,0.000003295118,0.0005945913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01006082,"threshold_uncertainty_score":0.02000451,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162814927","doi":"10.4141/cjps10031","title":"Evaluation of biodegradable mulches for production of warm-season vegetable crops","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Plant Science","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"Ministry of Agriculture - Saskatchewan","keywords":"Plastic mulch; Mulch; Agronomy; Growing season; Environmental science; Weed; Crop; Biodegradable plastic; Weed control; Cropping; Pepper; Biology; Horticulture; Agriculture; Chemistry","authors":[{"name":"D. Waterer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04847740641796818,"gpt":0.2508802852901154,"spread":0.2024028788721472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004341696,0.000522898,0.0002887581,0.0003026495,0.0002419395,0.0004226704,0.000448005,0.000267401,0.001113538],"category_scores_gemma":[0.0006225538,0.0001417113,0.0002970848,0.000215515,0.0001962492,0.0002913498,0.0002687894,0.0003040896,0.0001385543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005061853,"about_ca_system_score_gemma":0.0004022035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00310665,"about_ca_topic_score_gemma":0.0114987,"domain_scores_codex":[0.9996896,0.00007837348,0.00002126692,0.00006389207,0.00009620393,0.00005080568],"domain_scores_gemma":[0.9993357,0.0001717949,0.0002056476,0.00003477944,0.0001221801,0.0001298533],"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":[0.004182009,0.00222576,0.005429942,0.0004432544,0.00008801208,0.0001526399,0.0001041181,0.002383669,0.9670701,0.00006742826,0.00005318557,0.01779992],"study_design_scores_gemma":[0.0003098361,0.1560647,0.09205928,0.00006934972,0.0002024172,0.0001549185,0.0003999595,0.002801873,0.745394,0.00005594254,0.002442343,0.00004542721],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993592,0.00009836158,0.0002142395,0.000005393474,0.000005078867,0.00004718603,0.00006795359,0.000005868877,0.0001966927],"genre_scores_gemma":[0.9958946,0.0003761395,0.001991365,0.00001434782,0.000004451726,0.00006183318,0.0001618951,0.000008075445,0.001487434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00310665,"threshold_uncertainty_score":0.006177127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1910020066","doi":"10.1002/ird.1704","title":"ADVANCES AND CHALLENGES WITH MICRO‐IRRIGATION","year":2013,"lang":"en","type":"article","venue":"Irrigation and Drainage","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Irrigation; Environmental science; Agricultural engineering; Deficit irrigation; Cropping; Water conservation; Water scarcity; Agriculture; Business; Water resource management; Irrigation management; Engineering; Agronomy; Geography","authors":[{"name":"Chandra A. Madramootoo","is_ca":true},{"name":"Jane Morrison","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01909921645608605,"gpt":0.2032545816675763,"spread":0.1841553652114903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004689083,0.0005210827,0.0006790134,0.0007544574,0.0007834843,0.00330454,0.00246061,0.002756353,0.0105471],"category_scores_gemma":[0.004027138,0.0002791082,0.0005722615,0.00138643,0.002260392,0.005901796,0.00277697,0.002526502,0.003453456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00140215,"about_ca_system_score_gemma":0.002544796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002223818,"about_ca_topic_score_gemma":0.003343309,"domain_scores_codex":[0.9982035,0.0004388607,0.0001156197,0.0003324867,0.0007658254,0.0001436379],"domain_scores_gemma":[0.9930533,0.003356959,0.0005176052,0.0005210677,0.002062468,0.0004887346],"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":[0.0001291421,0.0001525671,0.002848802,0.003861702,0.0000605416,0.0004090881,0.0005352118,0.005929099,0.006802785,0.05723865,0.04072171,0.8813106],"study_design_scores_gemma":[0.00001618301,0.0003021786,0.002968616,0.001622763,0.000033255,0.001245338,0.001998691,0.006831393,0.007051962,0.05472059,0.9231119,0.00009695038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02150366,0.7279254,0.04361882,0.1401281,0.003455538,0.00007049025,0.0002507696,0.000491881,0.06255542],"genre_scores_gemma":[0.2621721,0.6506214,0.0454885,0.01043208,0.005116927,0.0001345265,0.0002989303,0.0001455755,0.02559004],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0105471,"threshold_uncertainty_score":0.03528357,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2077151867","doi":"10.4296/cwrj3602853","title":"Crop Yield and Water Requirement Relationships for Major Irrigated Crops in Southern Alberta","year":2011,"lang":"en","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Agriculture Food and Rural Development","funders":"","keywords":"Evapotranspiration; Irrigation; Environmental science; Yield (engineering); Deficit irrigation; Crop; Crop yield; Agronomy; Water use; Water resources; Water-use efficiency; Irrigation management; Water supply; Water resource management; Agricultural engineering; Environmental engineering; Ecology; Engineering","authors":[{"name":"D. Rodney Bennett","is_ca":true},{"name":"Ted E. Harms","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0561382366069584,"gpt":0.2032405869204435,"spread":0.1471023503134851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001757458,0.0001727184,0.000106669,0.0005633056,0.0003232312,0.0003243128,0.0002550186,0.00009376361,0.001306023],"category_scores_gemma":[0.0004275966,0.00008622425,0.0001291538,0.001081862,0.0001943519,0.0001199041,0.0001647024,0.0001202754,0.0001676356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007895757,"about_ca_system_score_gemma":0.002380332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9291658,"about_ca_topic_score_gemma":0.9757426,"domain_scores_codex":[0.999926,0.000005723979,0.000003370979,0.00001348603,0.00002781257,0.00002374986],"domain_scores_gemma":[0.9997951,0.00003555365,0.00003141976,0.000006954826,0.00008895693,0.00004201603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002656306,0.00005816291,0.9440945,0.0000423124,0.00006547313,0.0005490105,0.0007349908,0.01821156,0.008140057,0.0008153751,0.00181064,0.02521234],"study_design_scores_gemma":[0.000005808439,0.00001912922,0.9920424,0.000003412968,0.000009560546,0.00005102944,0.0005170268,0.005450506,0.00035604,0.0001303413,0.001406965,0.000007781591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973903,0.00007335171,0.0001940366,0.00002835933,8.247382e-7,0.000002906211,0.000709603,0.00001447517,0.001586156],"genre_scores_gemma":[0.9969597,0.00008809454,0.0002252132,0.00000817546,6.281056e-7,0.000002774386,0.001030601,0.000004001407,0.001680823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07083422,"threshold_uncertainty_score":0.1425027,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2534951213","doi":"10.21273/horttech.25.2.162","title":"The Effects of Plastic Mulch Systems on Soil Temperature and Moisture in Central Ontario","year":2015,"lang":"en","type":"article","venue":"HortTechnology","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Lakehead University","funders":"","keywords":"Mulch; Water content; Environmental science; Irrigation; Moisture; Plastic mulch; Frost (temperature); Agronomy; Soil science; Materials science; Geology; Biology","authors":[{"name":"Kayla S. Snyder","is_ca":true},{"name":"Amanda Grant","is_ca":true},{"name":"Christopher Murray","is_ca":true},{"name":"Bryon Wolff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007743214637442137,"gpt":0.1829843123780953,"spread":0.1752410977406531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002555806,0.0002949988,0.0002539694,0.0003317847,0.001568819,0.0006984241,0.0005715262,0.0001865229,0.0006851034],"category_scores_gemma":[0.0005993933,0.0002263308,0.0001914946,0.0006337793,0.0006955211,0.0001963591,0.0004167833,0.0002093375,0.00007711963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01914308,"about_ca_system_score_gemma":0.00771699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9515859,"about_ca_topic_score_gemma":0.9920744,"domain_scores_codex":[0.9996431,0.00004015893,0.00001419508,0.00007311298,0.000111848,0.0001175316],"domain_scores_gemma":[0.9991054,0.0001314204,0.0001922709,0.00003545669,0.0003029879,0.0002324549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007455012,0.0007203761,0.6214353,0.0005347668,0.0003236341,0.001290418,0.008163125,0.003588999,0.3021972,0.0002975919,0.002074107,0.05191945],"study_design_scores_gemma":[0.00001987534,0.0004714349,0.9891437,0.000009614149,0.00003728607,0.00005176628,0.001768134,0.0005726807,0.005807261,0.00001935499,0.002085035,0.00001390474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988268,0.0001131105,0.00006743108,0.00002142213,0.000002596931,0.00002232312,0.0001455423,0.000006041057,0.0007946407],"genre_scores_gemma":[0.9975968,0.0001676132,0.0003317666,0.0000269539,0.000001775539,0.00002049157,0.0002160337,0.000003592055,0.00163492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04841405,"threshold_uncertainty_score":0.1388934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2746934195","doi":"10.1007/s11356-017-9955-8","title":"Optimum ridge-to-furrow ratio in ridge-furrow mulching systems for improving water conservation in maize (Zea may L.) production","year":2017,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":54,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Key Science and Technology Program of Shaanxi Province; National Natural Science Foundation of China","keywords":"Ridge; Sowing; Water-use efficiency; Mulch; Arid; Agronomy; Rainwater harvesting; Evapotranspiration; Environmental science; Water content; Precipitation; Moisture; Biology; Irrigation; Geology; Geography","authors":[{"name":"Weiwei Li","is_ca":false},{"name":"Xiaoxia Wen","is_ca":false},{"name":"Juan Han","is_ca":false},{"name":"Yang Liu","is_ca":false},{"name":"Yuncheng Liao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06146861389194047,"gpt":0.3156672520121495,"spread":0.254198638120209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003369329,0.0002180842,0.0003316854,0.0003378504,0.0004015899,0.0006618766,0.0005649212,0.0002149006,0.001109193],"category_scores_gemma":[0.000340074,0.0001538916,0.0002204678,0.0002604833,0.0001978112,0.0004950563,0.0002977222,0.0002778492,0.0001585977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001120546,"about_ca_system_score_gemma":0.0006786069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004068062,"about_ca_topic_score_gemma":0.01879552,"domain_scores_codex":[0.9997026,0.00008104466,0.00001904673,0.000084453,0.00004013789,0.00007261326],"domain_scores_gemma":[0.9997794,0.00003178727,0.00006546808,0.00001150321,0.00002926887,0.00008260904],"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":[0.002850138,0.003111183,0.08240678,0.0004484808,0.0001688227,0.0002220106,0.0005362544,0.01600772,0.8025669,0.001062579,0.0006505458,0.08996859],"study_design_scores_gemma":[0.0002394133,0.007554581,0.8176888,0.000103535,0.0003824009,0.0001585035,0.002055805,0.04716518,0.1193055,0.001121712,0.004130343,0.00009415937],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982583,0.00009827028,0.001117552,0.00001160675,0.000003245557,0.0000241723,0.00003808665,0.00001714686,0.0004316542],"genre_scores_gemma":[0.9979843,0.00005440567,0.001695863,0.000008119122,0.000001504625,0.00001996417,0.00004755174,0.000006675945,0.0001817122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004068062,"threshold_uncertainty_score":0.008130193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116579426","doi":"10.1061/(asce)0733-9437(2005)131:4(336)","title":"Analysis of Residential Irrigation Distribution Uniformity","year":2005,"lang":"en","type":"article","venue":"Journal of Irrigation and Drainage Engineering","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Irrigation; Distribution uniformity; Nozzle; Environmental science; Sample (material); Soil gradation; Quarter (Canadian coin); Agricultural engineering; Engineering; Geography; Mechanical engineering; Materials science","authors":[{"name":"Melissa C. Baum","is_ca":false},{"name":"Michael D. Dukes","is_ca":false},{"name":"Grady L. Miller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008584953807643387,"gpt":0.2119852194973049,"spread":0.2034002656896616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005224518,0.0001885019,0.0001873473,0.001045201,0.0002912537,0.0004162071,0.0002326398,0.0001408329,0.001182368],"category_scores_gemma":[0.001648369,0.000108741,0.0001318839,0.001571949,0.0002191926,0.0003205469,0.0002452729,0.000136243,0.0001917806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004982995,"about_ca_system_score_gemma":0.0002293315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006422541,"about_ca_topic_score_gemma":0.01263277,"domain_scores_codex":[0.9992923,0.0001217343,0.00003824616,0.0001860972,0.0003133206,0.00004838624],"domain_scores_gemma":[0.9976714,0.0004355214,0.000504452,0.0001811186,0.001165005,0.00004241028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003766037,0.000143805,0.6151477,0.0002546508,0.0001127825,0.000275161,0.001376988,0.006542806,0.2128694,0.0006856023,0.001386042,0.1608285],"study_design_scores_gemma":[0.000005156621,0.0003510285,0.9321728,0.00001122738,0.00005390291,0.0003231606,0.0006014152,0.009393538,0.0523336,0.0001563613,0.004570673,0.00002722584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827839,0.0000734197,0.01376777,0.00001042041,0.000002182388,0.00005548912,0.0007439071,0.00016866,0.002394162],"genre_scores_gemma":[0.9910874,0.00004800223,0.007115101,0.000008762774,0.000001946272,0.00004106667,0.0009041524,0.00002851936,0.0007652691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006422541,"threshold_uncertainty_score":0.01277035,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981717355","doi":"10.3390/agronomy9110686","title":"A Model-Based Real-Time Decision Support System for Irrigation Scheduling to Improve Water Productivity","year":2019,"lang":"en","type":"article","venue":"Agronomy","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Natural Science Foundation of China","keywords":"Irrigation scheduling; Irrigation; Environmental science; Low-flow irrigation systems; Deficit irrigation; Agricultural engineering; Water content; Irrigation management; Arid; Scheduling (production processes); Soil moisture sensor; Hydrology (agriculture); Water resource management; Soil water; Soil science; Agronomy; Engineering; Operations management; Geology","authors":[{"name":"Zhiming Qi","is_ca":true},{"name":"Dongwei GUI","is_ca":false},{"name":"Zhe Gu","is_ca":false},{"name":"Liwang Ma","is_ca":false},{"name":"Fanjiang Zeng","is_ca":false},{"name":"Lanhai Li","is_ca":false},{"name":"Matthew Sima","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01603848708375465,"gpt":0.2288792905984135,"spread":0.2128408035146588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008101939,0.000657716,0.0005888506,0.0003844319,0.0002920417,0.0008061386,0.0008647714,0.0004573168,0.002174838],"category_scores_gemma":[0.001490338,0.0002199658,0.000355462,0.000292242,0.0001619754,0.0007775234,0.000506796,0.0005036329,0.0004165656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005132716,"about_ca_system_score_gemma":0.0009521174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003925635,"about_ca_topic_score_gemma":0.003944768,"domain_scores_codex":[0.9997223,0.00005342957,0.00002752712,0.00008241327,0.00008206465,0.0000321539],"domain_scores_gemma":[0.9994448,0.0001559364,0.00008869344,0.00006327654,0.000186508,0.0000609498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009797825,0.0008277005,0.009188559,0.0003430847,0.0002350951,0.0003090958,0.0001998041,0.6460661,0.0555577,0.003342291,0.008375282,0.2745755],"study_design_scores_gemma":[0.00004350559,0.0001223514,0.000639249,0.000005713199,0.00002884814,0.00001789605,0.00001474716,0.9939498,0.003488762,0.0004694107,0.001207906,0.00001199075],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.13797,0.0003233589,0.8464115,0.0004308765,0.0002454939,0.0002655065,0.0005384358,0.009561011,0.004253887],"genre_scores_gemma":[0.9294295,0.0001158107,0.06854318,0.00008542126,0.00003191357,0.0001743215,0.0004083943,0.0000331972,0.001178212],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003925635,"threshold_uncertainty_score":0.007805526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080895173","doi":"10.2134/agronj2011.0111","title":"Responses of Fruit Yield and Quality of Processing Tomato to Drip‐Irrigation and Fertilizers Phosphorus and Potassium","year":2011,"lang":"en","type":"article","venue":"Agronomy Journal","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nova Scotia Department of Agriculture; Agriculture and Agri-Food Canada","funders":"","keywords":"Drip irrigation; Agronomy; Lycopene; Phosphorus; Fertilizer; Yield (engineering); Potassium; Irrigation; Field experiment; Nutrient; Chemistry; Mathematics; Biology; Carotenoid; Food science","authors":[{"name":"K. Liu","is_ca":true},{"name":"T. Q. Zhang","is_ca":true},{"name":"C. S. Tan","is_ca":true},{"name":"Tess Astatkie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07893184002872194,"gpt":0.2683508719148713,"spread":0.1894190318861493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000199269,0.0002459745,0.0003151438,0.0001636013,0.0001288016,0.0002532561,0.0002076333,0.0003019134,0.0008717705],"category_scores_gemma":[0.0004907612,0.0002549746,0.0002316054,0.0001283126,0.0001680328,0.0003368979,0.0001892513,0.0004983181,0.0001203284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004591406,"about_ca_system_score_gemma":0.0001318648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003020184,"about_ca_topic_score_gemma":0.003846947,"domain_scores_codex":[0.9998786,0.00002271214,0.00001010102,0.00004448424,0.00002411771,0.0000199498],"domain_scores_gemma":[0.9995435,0.0001087188,0.0001355177,0.0000258246,0.00007860858,0.0001078742],"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":[0.001020915,0.0001066282,0.01152078,0.00003869265,0.00003209046,0.00007159282,0.0000625554,0.0002455151,0.9851162,0.000009008119,0.00003714321,0.001738986],"study_design_scores_gemma":[0.00008541233,0.003945487,0.8489359,0.000005737165,0.00005849453,0.0002001031,0.0002024688,0.002326284,0.1434533,0.0000644672,0.0006897992,0.00003259159],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996486,0.00005542306,0.00007086905,0.000008369801,0.00000102318,0.000007728342,0.00008377328,0.000004607099,0.0001194832],"genre_scores_gemma":[0.9986437,0.0000687975,0.0002730862,0.00004204236,0.000001768839,0.00002061112,0.0003494553,0.000005987982,0.000594623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003020184,"threshold_uncertainty_score":0.006005228,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2188600042","doi":"10.21273/hortsci.37.1.95","title":"Response of Plasticultured Bell Pepper to Staking, Irrigation Frequency, and Fertigated Nitrogen Rate","year":2002,"lang":"en","type":"article","venue":"HortScience","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Agriculture and Agri-Food Canada","keywords":"Fertigation; Irrigation; Mulch; Dry matter; Drip irrigation; Pepper; Yield (engineering); Horticulture; Agronomy; Water content; Nitrogen; Environmental science; Biology; Chemistry; Materials science","authors":[{"name":"Pat Bowen","is_ca":true},{"name":"Brenda Frey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0259391867518792,"gpt":0.2151348291819743,"spread":0.1891956424300951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001300513,0.0004163579,0.0002950876,0.0001632112,0.0001300136,0.0002596036,0.0001799319,0.0002734139,0.0006091255],"category_scores_gemma":[0.0003631848,0.0002805347,0.0001909741,0.0001060914,0.0001886384,0.0002319514,0.0002478767,0.0004136699,0.0001367985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004018477,"about_ca_system_score_gemma":0.0001303649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002210206,"about_ca_topic_score_gemma":0.00326071,"domain_scores_codex":[0.9999003,0.00001433479,0.000007757614,0.00003877757,0.00001218548,0.00002665204],"domain_scores_gemma":[0.9995357,0.0001166755,0.00008886103,0.00003199653,0.0000390651,0.0001876807],"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":[0.002011409,0.0001232378,0.00531093,0.00003234189,0.00002721954,0.0001078686,0.00007326148,0.0001910787,0.9906818,0.0000107802,0.00002187679,0.001408265],"study_design_scores_gemma":[0.0001105335,0.007011056,0.5112867,0.00000942425,0.0000884477,0.0003682546,0.0002764469,0.004082947,0.475788,0.00007090576,0.0008621485,0.00004512218],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997972,0.00003519884,0.00004673346,0.000004878914,0.00000215668,0.000002865066,0.00005155651,0.000003926784,0.00005549022],"genre_scores_gemma":[0.9986461,0.0000538311,0.0002402626,0.00004195542,0.000002693524,0.00001225843,0.0003293475,0.000007959511,0.0006655509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002210206,"threshold_uncertainty_score":0.00439465,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2272766060","doi":"10.5194/se-7-177-2016","title":"Evaluation of promising technologies for soil salinity amelioration in Timpaki (Crete): a participatory approach","year":2016,"lang":"en","type":"article","venue":"Solid Earth","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Seventh Framework Programme; European Commission","keywords":"Environmental science; Soil salinity; Rainwater harvesting; Water resource management; Ecosystem services; Land degradation; Environmental resource management; Dryland salinity; Soil conservation; Environmental planning; Land use; Ecosystem; Soil water; Agriculture; Soil fertility; Geography; Soil biodiversity; Engineering; Civil engineering; Ecology; Soil science","authors":[{"name":"Ioanna Panagea","is_ca":false},{"name":"Ioannis Ν. Daliakopoulos","is_ca":false},{"name":"Ioannis K. Tsanis","is_ca":true},{"name":"Gudrun Schwilch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1259716980938372,"gpt":0.3231515251772291,"spread":0.1971798270833919,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02315204,0.001023959,0.0006696807,0.00264331,0.002525724,0.002683393,0.001482586,0.001444339,0.002981951],"category_scores_gemma":[0.009695236,0.0003315646,0.000934775,0.001698441,0.001651697,0.001358966,0.004213129,0.0006439795,0.0002182104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007180281,"about_ca_system_score_gemma":0.009943279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005786843,"about_ca_topic_score_gemma":0.01547509,"domain_scores_codex":[0.982038,0.01395983,0.0004905948,0.0006722464,0.001941562,0.0008977113],"domain_scores_gemma":[0.9896178,0.005947797,0.001112216,0.0006548963,0.002296656,0.0003706676],"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":[0.002345768,0.00850286,0.04003865,0.01039901,0.0008690365,0.00458762,0.1014088,0.03264261,0.06021604,0.03017862,0.003489841,0.7053211],"study_design_scores_gemma":[0.002337695,0.04448462,0.1574518,0.007883082,0.002642289,0.002013542,0.3527731,0.03175671,0.1329924,0.03993344,0.2251768,0.0005545287],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9001801,0.001116694,0.0397776,0.001001775,0.00002637129,0.0211049,0.0005659435,0.00005118599,0.03617538],"genre_scores_gemma":[0.887109,0.001142377,0.0958414,0.0002460708,0.00001179103,0.009837654,0.0003173262,0.00001669342,0.005477736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02315204,"threshold_uncertainty_score":0.1224412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2421155954","doi":"10.1007/s10705-016-9787-9","title":"Soil nitrate–N residue, loss and accumulation affected by soil surface management and precipitation in a winter wheat-summer fallow system on dryland","year":2016,"lang":"en","type":"article","venue":"Nutrient Cycling in Agroecosystems","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":46,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"China Agricultural Research System","keywords":"Straw; Agronomy; Nitrate; Mulch; Crop residue; Summer fallow; Residue (chemistry); Nitrogen; Environmental science; Growing season; Manure; Animal science; Chemistry; Agriculture; Biology; Ecology","authors":[{"name":"Gang He","is_ca":false},{"name":"Zhaohui Wang","is_ca":false},{"name":"Fucui Li","is_ca":false},{"name":"Jian Dai","is_ca":false},{"name":"Xiaolong Ma","is_ca":false},{"name":"Qiang Li","is_ca":false},{"name":"Cheng Xue","is_ca":false},{"name":"Hanbing Cao","is_ca":false},{"name":"Sen Wang","is_ca":false},{"name":"Hui Liu","is_ca":false},{"name":"Laichao Luo","is_ca":false},{"name":"Ming Huang","is_ca":false},{"name":"S. S. Malhi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0194038764899242,"gpt":0.2402180650916787,"spread":0.2208141886017545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002495459,0.0002218942,0.0003480811,0.0003372933,0.0004411703,0.0004512412,0.0003074179,0.000273126,0.0005307561],"category_scores_gemma":[0.000269556,0.000204435,0.000281973,0.0003133549,0.0006377937,0.0002807554,0.000296684,0.0002482251,0.00009794153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037056,"about_ca_system_score_gemma":0.0005951489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03301872,"about_ca_topic_score_gemma":0.05952543,"domain_scores_codex":[0.9999098,0.00002160836,0.000008035783,0.00002473279,0.000009290519,0.00002664172],"domain_scores_gemma":[0.9997299,0.000062245,0.00005234881,0.00001363124,0.00002752662,0.0001143324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006032021,0.0007481496,0.8909235,0.00007697383,0.0003040277,0.0009656201,0.0007551134,0.002494904,0.09206473,0.0001737077,0.000300037,0.005161243],"study_design_scores_gemma":[0.00002412123,0.0001782166,0.9967338,0.000001328173,0.00002305295,0.00006069863,0.0001987318,0.001663396,0.001008241,0.00002916257,0.00007570437,0.000003612277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9999043,0.000007668077,0.00001307581,0.000003385949,7.352699e-7,9.751275e-7,0.00002686966,0.000001166116,0.00004184203],"genre_scores_gemma":[0.9997451,0.000008917948,0.00002745046,0.000006582829,9.111022e-7,0.000002024467,0.0000830408,9.228042e-7,0.0001249801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03301872,"threshold_uncertainty_score":0.06565303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018272369","doi":"10.1016/s1537-5110(03)00099-0","title":"A Multivariate Adaptive Regression Splines Model for Simulation of Pesticide Transport in Soils","year":2003,"lang":"en","type":"article","venue":"Biosystems Engineering","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":42,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Multivariate adaptive regression splines; Mars Exploration Program; Environmental science; Multivariate statistics; Linear regression; Evapotranspiration; Regression analysis; Soil water; Bayesian multivariate linear regression; Soil science; Mathematics; Statistics; Hydrology (agriculture); Engineering; Geotechnical engineering","authors":[{"name":"Chun‐Chieh Yang","is_ca":true},{"name":"Shiv O. Prasher","is_ca":true},{"name":"R. Lacroix","is_ca":true},{"name":"Seung‐Hyun Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04353555641417253,"gpt":0.251215586645828,"spread":0.2076800302316555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002043627,0.0005037164,0.001331378,0.0007157295,0.0006082599,0.000806951,0.002315773,0.002296995,0.002573224],"category_scores_gemma":[0.006217774,0.000873592,0.001372402,0.001325828,0.0007079604,0.000872644,0.001078893,0.002165046,0.0004615232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009041844,"about_ca_system_score_gemma":0.001906112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03995899,"about_ca_topic_score_gemma":0.01724653,"domain_scores_codex":[0.9993796,0.0003195968,0.00003482545,0.0000965404,0.00009626983,0.00007314518],"domain_scores_gemma":[0.9973549,0.001734264,0.0001978368,0.0001344104,0.0004381937,0.0001404391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003148398,0.00001673285,0.0002933889,0.000007615527,0.0000128798,0.00001047046,0.00001085778,0.9945304,0.0002010856,0.002007809,0.00009442279,0.002782868],"study_design_scores_gemma":[0.000005589097,0.000004134988,0.00003271673,7.507805e-7,0.000002276282,0.000001235071,7.699861e-7,0.99954,0.0000378622,0.0003154601,0.00005710178,0.000002139344],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09110428,0.0001607728,0.9058139,0.0003150936,0.00006393089,0.00005088991,0.0002415941,0.0008545852,0.001394993],"genre_scores_gemma":[0.8116277,0.0002674959,0.1814837,0.0001088529,0.000070054,0.0003049458,0.0004888391,0.0002405518,0.00540784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03995899,"threshold_uncertainty_score":0.07945281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052670431","doi":"10.5539/jas.v4n10p182","title":"Suitability of Mulch and Ridge-furrow Techniques for Maize across the Precipitation Gradient on the Chinese Loess Plateau","year":2012,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities","keywords":"Mulch; Precipitation; Agronomy; Ridge; Environmental science; Growing season; Yield (engineering); Mathematics; Geology; Geography; Biology; Materials science","authors":[{"name":"Jian‐Sheng Ye","is_ca":false},{"name":"Changan Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0213301401026002,"gpt":0.2826797486822594,"spread":0.2613496085796592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003758069,0.0002351127,0.0002805815,0.0004765459,0.0004301748,0.0003759628,0.0003324283,0.0001366963,0.0003134473],"category_scores_gemma":[0.0002873345,0.0001025321,0.0003706089,0.0005965929,0.0002680979,0.0002206499,0.0002230968,0.000138299,0.00005478735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000599621,"about_ca_system_score_gemma":0.0006087381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01361133,"about_ca_topic_score_gemma":0.0385216,"domain_scores_codex":[0.9997028,0.00005908892,0.00002356401,0.0001071786,0.00005804858,0.00004932085],"domain_scores_gemma":[0.9998142,0.00002409832,0.0000634638,0.00002034642,0.00004632783,0.00003156621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001025853,0.0003269004,0.573604,0.0002156947,0.0001442967,0.0004730829,0.0007432648,0.003528382,0.3798195,0.0001947936,0.0001276001,0.03979675],"study_design_scores_gemma":[0.00001141492,0.0003433568,0.9915217,0.000006020662,0.0000282118,0.00005114864,0.0003217184,0.001581455,0.005744096,0.00003284561,0.0003499873,0.00000800946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999469,0.00005525326,0.0001746341,0.000009828166,0.000001109912,0.00001036932,0.00005442751,0.000007119782,0.0002182822],"genre_scores_gemma":[0.9990422,0.00005940017,0.0005963522,0.00001020479,0.00000194784,0.00002065682,0.0001418079,0.000003418358,0.0001239383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01361133,"threshold_uncertainty_score":0.02706426,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210454175","doi":"10.1016/j.agwat.2022.107498","title":"Evaluation of water use efficiency and optimal irrigation quantity of spring maize in Hetao Irrigation District using the Noah-MP Land Surface Model","year":2022,"lang":"en","type":"article","venue":"Agricultural Water Management","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Global Institute for Water Security; University of Saskatchewan","funders":"","keywords":"Irrigation; Water-use efficiency; Deficit irrigation; Environmental science; Surface irrigation; Irrigation district; Agronomy; Agriculture; Irrigation management; Hydrology (agriculture); Geography","authors":[{"name":"Ya Huang","is_ca":false},{"name":"Zhe Zhang","is_ca":true},{"name":"Zhenhua Li","is_ca":true},{"name":"Danqiong Dai","is_ca":false},{"name":"Yanping Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05613315945458669,"gpt":0.2516580037447458,"spread":0.1955248442901591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003367942,0.0003400964,0.0006417622,0.0003077601,0.000358796,0.0005936507,0.0006512651,0.0006810338,0.001055056],"category_scores_gemma":[0.0006716013,0.0002840206,0.0006006987,0.0004783588,0.0003062898,0.0004580229,0.000298569,0.0003098161,0.00007796941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001294024,"about_ca_system_score_gemma":0.001532127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1252966,"about_ca_topic_score_gemma":0.1043672,"domain_scores_codex":[0.9998528,0.00004558399,0.000006634256,0.00003274302,0.00001784453,0.00004430954],"domain_scores_gemma":[0.9996682,0.0001788685,0.00002766944,0.00001980005,0.00006990491,0.00003547633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001248567,0.00008164564,0.007883831,0.00002695332,0.00002487089,0.00006551683,0.00002086296,0.9879182,0.001449371,0.0003813526,0.0001551648,0.001867406],"study_design_scores_gemma":[0.00002083213,0.00003989583,0.005496607,0.000001805163,0.00001373428,0.000004253251,0.00005827229,0.9938578,0.0003585281,0.00007706525,0.00006490113,0.000006383802],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964784,0.00002410252,0.001479659,0.00004695418,0.000004814498,0.0000137361,0.0002290079,0.00003266586,0.001690562],"genre_scores_gemma":[0.9991094,0.00001402826,0.0004489956,0.000002586381,9.131282e-7,0.000007826256,0.00010443,0.000003578825,0.000308157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1252966,"threshold_uncertainty_score":0.2491346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2761886967","doi":"10.2134/agronj2017.04.0208","title":"Wheat Yield Affected by Soil Temperature and Water under Mulching in Dryland","year":2017,"lang":"en","type":"article","venue":"Agronomy Journal","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Special Fund for Agro-scientific Research in the Public Interest; China Agricultural Research System; National Natural Science Foundation of China","keywords":"Sowing; Agronomy; Mulch; Environmental science; Soil water; Dryland farming; Plastic film; Evapotranspiration; Growing season; Water-use efficiency; Plastic mulch; Irrigation; Agriculture; Soil science; Biology; Chemistry","authors":[{"name":"Gang He","is_ca":false},{"name":"Zhaohui Wang","is_ca":false},{"name":"Xiaolong Ma","is_ca":false},{"name":"Hongxia He","is_ca":false},{"name":"Hanbing Cao","is_ca":false},{"name":"Sen Wang","is_ca":false},{"name":"Jian Dai","is_ca":false},{"name":"Laichao Luo","is_ca":false},{"name":"Ming Huang","is_ca":false},{"name":"S. S. Malhi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01381505306917346,"gpt":0.2143079243294223,"spread":0.2004928712602489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001076036,0.0003406366,0.0002957408,0.0002072138,0.0002044582,0.0002388387,0.0001624728,0.0001330724,0.0005622539],"category_scores_gemma":[0.0001211855,0.0001980086,0.0003457123,0.0002191372,0.000258838,0.0002337334,0.0002264765,0.0002491365,0.00008472576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006126933,"about_ca_system_score_gemma":0.0001985093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006846238,"about_ca_topic_score_gemma":0.01530732,"domain_scores_codex":[0.999917,0.000008927932,0.000006539962,0.0000333702,0.000009965121,0.00002408579],"domain_scores_gemma":[0.9998257,0.00002031671,0.0000524892,0.00001394563,0.00001949782,0.00006811834],"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":[0.004649442,0.0009385957,0.3748956,0.000108112,0.0002382251,0.0004169074,0.0004664589,0.00127883,0.6067157,0.0001045305,0.0002923693,0.009895245],"study_design_scores_gemma":[0.00001720361,0.0003477269,0.9934897,0.000001144628,0.00002521865,0.00002943392,0.00007603798,0.0007727095,0.005102449,0.00001710726,0.0001160277,0.000005178038],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997839,0.00001898446,0.00004937691,0.000003809834,0.000002122839,0.000002277061,0.00005116354,0.000002781909,0.00008541586],"genre_scores_gemma":[0.9995071,0.00002277298,0.00007052632,0.00001541797,0.000002076532,0.000007191585,0.0001641033,0.000002018091,0.0002089237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006846238,"threshold_uncertainty_score":0.01361281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3034097319","doi":"10.1016/j.jclepro.2020.122468","title":"Carbon footprint and yield performance assessment under plastic film mulching for winter wheat production","year":2020,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":39,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada","funders":"National Key Research and Development Program of China","keywords":"Mulch; Carbon footprint; Yield (engineering); Production (economics); Environmental science; Plastic film; Footprint; Agricultural engineering; Agronomy; Greenhouse gas; Engineering; Materials science; Economics; Geography; Geology","authors":[{"name":"Li Xiong","is_ca":false},{"name":"Chang Liang","is_ca":true},{"name":"B. L.","is_ca":true},{"name":"Farooq Shah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04292639474642094,"gpt":0.2464114792197627,"spread":0.2034850844733418,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003247338,0.0003987307,0.000283579,0.0003533943,0.0003249506,0.0004947475,0.0003202702,0.000265377,0.001205235],"category_scores_gemma":[0.0003198692,0.00008696976,0.0003857645,0.0006425927,0.0001558396,0.0003759891,0.0001704931,0.0001801233,0.0001232431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008680592,"about_ca_system_score_gemma":0.0003516667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01508432,"about_ca_topic_score_gemma":0.03083953,"domain_scores_codex":[0.999838,0.00002320434,0.000007723625,0.00004454092,0.00005269051,0.00003376012],"domain_scores_gemma":[0.9996713,0.0001082111,0.00005991609,0.00002456097,0.0001002927,0.00003562833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008947005,0.002291799,0.4187178,0.0003787321,0.0003879798,0.001014245,0.0003147498,0.08614375,0.4121525,0.0004504006,0.000587108,0.06861385],"study_design_scores_gemma":[0.00003536629,0.005056276,0.8513883,0.00001324776,0.0002463616,0.0001106861,0.0005498655,0.07582019,0.06608351,0.0001823528,0.0004780505,0.00003579393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999411,0.00001936938,0.0001594534,0.000004029104,0.000001774255,0.000004223496,0.0001030758,0.000003591627,0.0002934455],"genre_scores_gemma":[0.9994246,0.00002009031,0.0001760097,0.000002034471,8.970725e-7,0.000003019388,0.0001190557,0.000001578943,0.0002527045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01508432,"threshold_uncertainty_score":0.02999306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2075865119","doi":"10.2134/agronj2009.0346","title":"Yield and Economic Assessments of Fertilizer Nitrogen and Phosphorus for Processing Tomato with Drip Fertigation","year":2010,"lang":"en","type":"article","venue":"Agronomy Journal","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Ministry of Information Industry of the People's Republic of China","keywords":"Fertigation; Fertilizer; Agronomy; Mathematics; Phosphorus; Yield (engineering); Nitrogen; Field experiment; Drip irrigation; Chemistry; Biology; Irrigation","authors":[{"name":"T. Q. Zhang","is_ca":true},{"name":"C. S. Tan","is_ca":true},{"name":"K. Liu","is_ca":true},{"name":"C. F. Drury","is_ca":true},{"name":"Athanasios P. Papadopoulos","is_ca":true},{"name":"J. Warner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0174056120598092,"gpt":0.243211421248394,"spread":0.2258058091885848,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003913803,0.0003513487,0.0003844888,0.0002443299,0.0002008319,0.0002571422,0.0003719059,0.0003847415,0.0006872212],"category_scores_gemma":[0.0006632401,0.0001811201,0.0003427387,0.0001995133,0.0001637642,0.0005138693,0.000186049,0.0004071081,0.0001316103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001116999,"about_ca_system_score_gemma":0.0002283549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00448386,"about_ca_topic_score_gemma":0.009515454,"domain_scores_codex":[0.9997813,0.00002541679,0.00001771688,0.00008719215,0.00006842008,0.0000199177],"domain_scores_gemma":[0.9994169,0.000127902,0.0001928511,0.00003398571,0.0001473233,0.00008090158],"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":[0.0006755757,0.0002062442,0.008457617,0.00005638048,0.00002472313,0.000125079,0.00004640678,0.0005813273,0.9858077,0.00001800683,0.00004649116,0.003954509],"study_design_scores_gemma":[0.00008736786,0.009330994,0.5499262,0.00001327881,0.00009550201,0.0002586828,0.0001977909,0.005124816,0.4327606,0.00009847175,0.002053795,0.00005252678],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992163,0.00007804058,0.0002634834,0.000009891919,0.000001910883,0.00001939239,0.0001623836,0.000005416676,0.000243185],"genre_scores_gemma":[0.9957532,0.0001817592,0.001398249,0.00006483746,0.000004405392,0.00007802045,0.0008940671,0.00001185455,0.001613648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00448386,"threshold_uncertainty_score":0.008915484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3136618630","doi":"10.1007/s13762-020-03066-4","title":"High residual sodium carbonate water in the Indian subcontinent: concerns, challenges and remediation","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Science and Technology","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":39,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"United Nations University Institute for Water, Environment, and Health","funders":"","keywords":"Environmental science; Sodium adsorption ratio; Water quality; Arid; Irrigation; Environmental remediation; Leaching (pedology); Environmental engineering; Soil water; Soil science; Drip irrigation; Contamination; Agronomy; Geology","authors":[{"name":"Ghulam Murtaza","is_ca":false},{"name":"Manzoor Qadir","is_ca":true},{"name":"Muhammad Tahir Shehzad","is_ca":false},{"name":"Nukshab Zeeshan","is_ca":false},{"name":"Hamaad Raza Ahmad","is_ca":false},{"name":"Zia-ur-Rehman Farooqi","is_ca":false},{"name":"Ravi Naidu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01138001400345722,"gpt":0.2112641713864876,"spread":0.1998841573830304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005517461,0.0002430485,0.0002540878,0.0008593251,0.0008914613,0.002144329,0.001039663,0.0007305152,0.001068482],"category_scores_gemma":[0.0007060879,0.0001164636,0.0002251266,0.001648165,0.001490321,0.0007932966,0.0008054805,0.0004940616,0.0001924643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001488008,"about_ca_system_score_gemma":0.004657132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09497613,"about_ca_topic_score_gemma":0.1398806,"domain_scores_codex":[0.9994985,0.0000738098,0.00003801632,0.00005177048,0.0002050982,0.0001328816],"domain_scores_gemma":[0.9992282,0.0001076837,0.0001376998,0.00002343805,0.0004282878,0.00007455222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007447041,0.0003526892,0.5303784,0.003553861,0.0002015257,0.007830563,0.01044498,0.003270244,0.07473333,0.009722142,0.01156955,0.347198],"study_design_scores_gemma":[0.00004177751,0.0008984823,0.5187048,0.000975377,0.0005949812,0.01134423,0.1662276,0.007314337,0.06927113,0.01109103,0.2131864,0.0003498582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9480627,0.02181111,0.001854028,0.01525894,0.0002117146,0.00003731714,0.0004612301,0.00009789327,0.01220505],"genre_scores_gemma":[0.9854923,0.01094128,0.0008532893,0.0006974507,0.00006812029,0.000007306676,0.0001056986,0.000008307999,0.001826245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09497613,"threshold_uncertainty_score":0.1888466,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2279339641","doi":"10.5539/jas.v8n3p112","title":"Effects of Deficit Irrigation on Yield and Quality of Onion Crop","year":2016,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Bulb; Irrigation; Crop; Deficit irrigation; Randomized block design; Yield (engineering); Mathematics; Agronomy; Field experiment; Growing season; Water-use efficiency; Drip irrigation; Crop yield; Environmental science; Horticulture; Irrigation management; Animal science; Biology","authors":[{"name":"David K. Rop","is_ca":false},{"name":"Emmanuel C. Kipkorir","is_ca":false},{"name":"John K. Taragon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02963495331783618,"gpt":0.2558978631939796,"spread":0.2262629098761434,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001987934,0.000308571,0.0003285567,0.0001813975,0.0001386672,0.0003457239,0.0002029633,0.0001742832,0.0006450702],"category_scores_gemma":[0.000337894,0.0001052667,0.0001931708,0.0002220818,0.0001384912,0.0003240124,0.0002504075,0.0003992405,0.00007335935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003986799,"about_ca_system_score_gemma":0.0001782441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001937126,"about_ca_topic_score_gemma":0.002031394,"domain_scores_codex":[0.999838,0.00002686299,0.00001770439,0.00004121154,0.00004666816,0.00002941663],"domain_scores_gemma":[0.9996819,0.00007062031,0.000111815,0.00002096722,0.00005520145,0.00005953124],"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":[0.0008683798,0.0001253874,0.008855716,0.00009734699,0.00002665322,0.0001207721,0.0000665226,0.0003958633,0.9847966,0.00002291148,0.0000449099,0.004578906],"study_design_scores_gemma":[0.0000674691,0.008766912,0.3179244,0.0000249585,0.0001643763,0.0002602321,0.0003799429,0.00293035,0.6666477,0.0001558092,0.002637369,0.00004051068],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991806,0.0001630961,0.000226731,0.00001086715,0.000004071719,0.000008776036,0.0001067195,0.000009551606,0.000289728],"genre_scores_gemma":[0.9987376,0.0001600477,0.000251354,0.00002417498,0.000002588285,0.00001219264,0.0003374561,0.000008433065,0.0004659509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001937126,"threshold_uncertainty_score":0.003851771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2790261592","doi":"10.1016/j.agee.2018.03.001","title":"Management of pomegranate (Punica granatum) orchards alters the supply and pathway of rain water reaching soils in an arid agricultural landscape","year":2018,"lang":"en","type":"article","venue":"Agriculture Ecosystems & Environment","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":38,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Stemflow; Throughfall; Interception; Orchard; Environmental science; Canopy; Punica; Arid; Agroforestry; Pruning; Soil water; Crown (dentistry); Agronomy; Hydrology (agriculture); Soil science; Horticulture; Biology; Botany; Ecology; Geology","authors":[{"name":"Leila Hakimi","is_ca":false},{"name":"Seyed Mohammad Moein Sadeghi","is_ca":false},{"name":"John T. Van Stan","is_ca":false},{"name":"Thomas G. Pypker","is_ca":true},{"name":"Esmaeil Khosropour","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008831692366841743,"gpt":0.1853943012256974,"spread":0.1765626088588557,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001422007,0.000143408,0.0001719581,0.0002748435,0.0004275326,0.00057206,0.0005314927,0.000210456,0.0007418985],"category_scores_gemma":[0.0003355571,0.0001360654,0.0001199389,0.0002273425,0.0004078765,0.0003068685,0.0004122106,0.0002877322,0.00007931982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001028867,"about_ca_system_score_gemma":0.0005409515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0100981,"about_ca_topic_score_gemma":0.05174882,"domain_scores_codex":[0.999854,0.00003036671,0.000005975973,0.0000540893,0.00001649797,0.00003914677],"domain_scores_gemma":[0.9997384,0.00003438764,0.00008136423,0.00001416654,0.00002026454,0.0001113727],"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":[0.005213493,0.001982707,0.2916555,0.0001502419,0.0001781497,0.0008819013,0.001410636,0.001863964,0.6650383,0.000538944,0.0004180895,0.03066809],"study_design_scores_gemma":[0.00005594822,0.001021472,0.9886951,0.00000497363,0.00003819025,0.0001492711,0.0008714162,0.001204128,0.006971862,0.0001249084,0.0008522974,0.00001044825],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998004,0.00001353738,0.00003285529,0.000009854753,0.000001010755,0.000003272068,0.00001108554,0.000003263218,0.0001247771],"genre_scores_gemma":[0.9993163,0.00002764425,0.0002187763,0.00002659206,7.669318e-7,0.000005198779,0.00003157301,0.000003406147,0.000369609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0100981,"threshold_uncertainty_score":0.02007866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2132223409","doi":"10.4141/cjps2013-048","title":"Response of greenhouse-grown bell pepper (<i>Capsicum annuum</i> L.) to variable irrigation","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Plant Science","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Pepper; Greenhouse; Irrigation; Stomatal conductance; Capsicum annuum; Horticulture; Evapotranspiration; Mathematics; Agronomy; Environmental science; Crop; Water-use efficiency; Biology; Botany","authors":[{"name":"Olanike Aladenola","is_ca":true},{"name":"Chandra A. Madramootoo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01349345318446837,"gpt":0.1957534526986817,"spread":0.1822599995142133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002699346,0.0005881932,0.0005612714,0.0001779015,0.0002569785,0.0003512932,0.0003588401,0.0004452017,0.0009625747],"category_scores_gemma":[0.0003285439,0.000329531,0.0004739092,0.0001651046,0.0002243766,0.0003223996,0.0004065504,0.001049767,0.0003021778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006872762,"about_ca_system_score_gemma":0.0002243935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003520605,"about_ca_topic_score_gemma":0.003031142,"domain_scores_codex":[0.9998197,0.0000293363,0.0000151151,0.00006834693,0.00002761405,0.00003981542],"domain_scores_gemma":[0.9994767,0.0001366823,0.0001029944,0.00004513723,0.00008444834,0.0001540867],"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":[0.000560449,0.00005966209,0.0006223271,0.00003136132,0.00001107704,0.00003821664,0.00004223589,0.00008971823,0.9979086,0.000008177484,0.00005865053,0.0005697122],"study_design_scores_gemma":[0.0001362811,0.008247758,0.1329142,0.00002703973,0.0001393988,0.00023829,0.0003759541,0.003732468,0.8517578,0.00009838455,0.002254399,0.0000780035],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980088,0.0004296719,0.0004192169,0.00006433974,0.00003420312,0.00003178609,0.0004391052,0.00006424593,0.0005087825],"genre_scores_gemma":[0.9957567,0.0002508977,0.000791542,0.0001711643,0.000008616745,0.00008387549,0.001246051,0.00005207138,0.001639031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003520605,"threshold_uncertainty_score":0.007000208,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059801976","doi":"10.1007/s00271-006-0035-y","title":"A new stochastic optimization model for deficit irrigation","year":2006,"lang":"en","type":"article","venue":"Irrigation Science","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":36,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Deficit irrigation; Irrigation; Irrigation scheduling; Stochastic programming; Water content; Mathematical optimization; Irrigation district; Mathematics; State variable; Agricultural engineering; Irrigation management; Agronomy","authors":[{"name":"Arman Ganji","is_ca":true},{"name":"K. Ponnambalam","is_ca":true},{"name":"Davar Khalili","is_ca":false},{"name":"‪Mohammad Karamouz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03248382151675298,"gpt":0.2544899465571807,"spread":0.2220061250404277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001387196,0.0009140234,0.001846712,0.000620443,0.0004354516,0.001743599,0.002123784,0.0026122,0.003678098],"category_scores_gemma":[0.003690927,0.0007514091,0.0008966809,0.001250156,0.001087015,0.001668553,0.001233209,0.00173695,0.0003556033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001891325,"about_ca_system_score_gemma":0.001783681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01400604,"about_ca_topic_score_gemma":0.009353212,"domain_scores_codex":[0.9993829,0.0002102623,0.00003126766,0.0001514324,0.000126113,0.00009806849],"domain_scores_gemma":[0.9989145,0.0006287951,0.0001636301,0.00003701997,0.0001760538,0.00008012949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001179246,0.000009668319,0.00009432127,0.00001604455,0.00001014323,0.00002127608,0.00001055855,0.9842042,0.0002408077,0.01315741,0.0003979176,0.001825693],"study_design_scores_gemma":[0.000005986082,0.000004579593,0.00002695421,0.000001376778,0.000003254964,0.000003590877,0.000001370194,0.997165,0.0000212816,0.002531455,0.0002322332,0.000002854467],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02809928,0.0004245485,0.9625501,0.001013704,0.0001509463,0.00005814922,0.0004444061,0.0001929317,0.007065873],"genre_scores_gemma":[0.8491237,0.001054423,0.1070431,0.0005067905,0.000277818,0.0003713969,0.0007378513,0.0002341123,0.04065086],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01400604,"threshold_uncertainty_score":0.02784902,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2021405281","doi":"10.1080/09064710.2012.762803","title":"Effect of conservation and conventional tillage on soil water storage, water use efficiency and productivity of corn and soybean in Northeast China","year":2013,"lang":"en","type":"article","venue":"Acta Agriculturae Scandinavica Section B - Soil & Plant Science","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Tillage; Agronomy; Evapotranspiration; Water-use efficiency; Environmental science; Conventional tillage; Soil water; Crop; Irrigation; Biology; Soil science","authors":[{"name":"Shuang Liu","is_ca":true},{"name":"Xingyi Zhang","is_ca":false},{"name":"Jingyi Yang","is_ca":true},{"name":"C. F. Drury","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008335268791094036,"gpt":0.1986209733790586,"spread":0.1902857045879646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006560855,0.0002278507,0.0001918979,0.0004396581,0.0002236681,0.0002587228,0.0002309216,0.0001177043,0.0003465473],"category_scores_gemma":[0.0006068147,0.0001079937,0.0003473786,0.0005218223,0.0003229496,0.0003089254,0.0002600932,0.0001291746,0.00003626744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001340215,"about_ca_system_score_gemma":0.0007276419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05532349,"about_ca_topic_score_gemma":0.1173056,"domain_scores_codex":[0.9997758,0.00004257406,0.00003137957,0.0000560216,0.0000433407,0.00005083571],"domain_scores_gemma":[0.9991928,0.0001120403,0.0003130108,0.00004871524,0.0001189001,0.0002145129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003635973,0.0000729422,0.9875125,0.00002912474,0.0001133917,0.0001515489,0.000193182,0.0005755685,0.00749335,0.00003578484,0.00005245639,0.003406381],"study_design_scores_gemma":[0.000002141753,0.00004686564,0.9994459,8.433008e-7,0.000007701424,0.000009750583,0.00005765523,0.0002616699,0.0001248338,0.000004617288,0.00003662787,0.000001512002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998634,0.00003737527,0.00001188509,0.000006110983,5.912846e-7,5.817701e-7,0.0000476077,7.635127e-7,0.00003164915],"genre_scores_gemma":[0.9997801,0.00002806522,0.00002317823,0.000004894738,7.724735e-7,0.000001225331,0.0001036795,4.414924e-7,0.00005773147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05532349,"threshold_uncertainty_score":0.1100029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065940244","doi":"10.1007/s00271-012-0329-1","title":"Preliminary surface topographical characteristics of biofilms attached on drip irrigation emitters using reclaimed water","year":2012,"lang":"en","type":"article","venue":"Irrigation Science","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":35,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Public Health Association","funders":"","keywords":"Drip irrigation; Clogging; Common emitter; Reclaimed water; Irrigation; Water flow; Materials science; Environmental science; Wastewater; Environmental engineering; Agronomy; Biology","authors":[{"name":"Yunkai Li","is_ca":false},{"name":"Bo Zhou","is_ca":false},{"name":"Yaoze Liu","is_ca":false},{"name":"Yinguang Jiang","is_ca":true},{"name":"Yiting Pei","is_ca":false},{"name":"Ze Shi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05097668696602625,"gpt":0.2819765061921528,"spread":0.2309998192261265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001191873,0.0001590323,0.000175287,0.0002003968,0.0002705246,0.0002600089,0.0001419832,0.0003200205,0.001734933],"category_scores_gemma":[0.0003433828,0.0001519303,0.0002246647,0.0001799588,0.0001447973,0.0002130675,0.000219704,0.0003703033,0.0002030888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009497121,"about_ca_system_score_gemma":0.00009858122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002226972,"about_ca_topic_score_gemma":0.00338256,"domain_scores_codex":[0.9999038,0.000008156925,0.000007016168,0.00002228533,0.00002842529,0.00003036695],"domain_scores_gemma":[0.9997974,0.00006466081,0.00003004671,0.00001155479,0.00006972697,0.00002663766],"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":[0.0001813558,0.00003870712,0.00431407,0.00003261518,0.000004276166,0.0000714147,0.0001578795,0.00007822618,0.9931909,0.00002003682,0.00004675676,0.001863668],"study_design_scores_gemma":[0.00001595753,0.001376046,0.5258747,0.00001560162,0.00005190881,0.0003946565,0.001415199,0.001442479,0.4679542,0.00005549048,0.001378493,0.00002527003],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983619,0.00009671545,0.0003930042,0.0000114974,0.000006121641,0.00001268009,0.0002036669,0.000005486556,0.0009090603],"genre_scores_gemma":[0.9968772,0.0001219949,0.001229216,0.00001993693,0.000004914621,0.0000202643,0.0003561137,0.000003648835,0.001366749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002226972,"threshold_uncertainty_score":0.005803943,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033539125","doi":"10.4141/cjps09175","title":"Consistency of long-term marketable yield of carrot and onion cultivars in muck (organic) soil in relation to seasonal weather","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Plant Science","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Cultivar; Daucus carota; Yield (engineering); Allium; Muck; Horticulture; Biology; Mathematics; Agronomy","authors":[{"name":"Michael Tecle Tesfaendrias","is_ca":false},{"name":"Mary Ruth McDonald","is_ca":false},{"name":"J. Warland","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01587607424094398,"gpt":0.2062668515236387,"spread":0.1903907772826948,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000378168,0.0003347496,0.0003693145,0.0008280476,0.0002545051,0.0005666988,0.0002926468,0.0002460076,0.0004075451],"category_scores_gemma":[0.0007186931,0.0001690237,0.000287275,0.0006302489,0.0002087722,0.0005103138,0.0003640462,0.0002345823,0.0001224474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000623684,"about_ca_system_score_gemma":0.0001571029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006031495,"about_ca_topic_score_gemma":0.01009828,"domain_scores_codex":[0.9997631,0.00002740931,0.00002384967,0.0001061136,0.00004197648,0.00003761689],"domain_scores_gemma":[0.9991715,0.0001484222,0.0002836437,0.00006895547,0.0002001112,0.0001274289],"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":[0.0008864186,0.00004894514,0.2486116,0.00008425069,0.0001589097,0.00028296,0.0005086115,0.0003980037,0.7432277,0.00004724012,0.00005839571,0.005686916],"study_design_scores_gemma":[0.000002740898,0.0001177356,0.9918426,0.0000024384,0.00002622523,0.00007771575,0.0001425832,0.0002407557,0.00733196,0.00001474298,0.0001914454,0.000009051706],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993874,0.00007775534,0.0001218197,0.000003515032,0.000001648916,0.000003923266,0.000238802,0.000005321519,0.0001597584],"genre_scores_gemma":[0.9985015,0.00005284281,0.000222692,0.00000767368,0.000001918945,0.00001074286,0.0008916885,0.00001011576,0.0003007459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006031495,"threshold_uncertainty_score":0.01199275,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2622694247","doi":"10.1038/s41598-017-03372-x","title":"Yield-phenology relations and water use efficiency of maize (Zea mays L.) in ridge-furrow mulching system in semiarid east African Plateau","year":2017,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; Agriculture and Agri-Food Canada; National Natural Science Foundation of China; Deutsche Forschungsgemeinschaft","keywords":"Agronomy; Mulch; Cultivar; Phenology; Field experiment; Yield (engineering); Environmental science; Crop; Biology; Biomass (ecology); Water-use efficiency; Crop yield; Irrigation","authors":[{"name":"Fei Mo","is_ca":false},{"name":"Jian‐Yong Wang","is_ca":false},{"name":"Feng‐Min Li","is_ca":false},{"name":"Simon Nguluu","is_ca":false},{"name":"Hong-Xu Ren","is_ca":false},{"name":"Hong Zhou","is_ca":false},{"name":"Jian Zhang","is_ca":false},{"name":"Charles W. Kariuki","is_ca":false},{"name":"Patrick Gicheru","is_ca":false},{"name":"Levis Kavagi","is_ca":false},{"name":"Wesly Kiprotich Cheruiyot","is_ca":false},{"name":"You‐Cai Xiong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03125906737306013,"gpt":0.2251421148186868,"spread":0.1938830474456267,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001063924,0.0002063904,0.0001548404,0.0002556369,0.0002719928,0.0001928487,0.0001559534,0.0001237572,0.0003492483],"category_scores_gemma":[0.0001093924,0.0001144758,0.0001914173,0.000240742,0.00015913,0.0002419605,0.0001870303,0.0002241572,0.00006539812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005872323,"about_ca_system_score_gemma":0.0002085062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008225643,"about_ca_topic_score_gemma":0.02445299,"domain_scores_codex":[0.999925,0.00001052091,0.000004853817,0.00002879706,0.000009749946,0.00002096606],"domain_scores_gemma":[0.9998726,0.00001259799,0.00005101241,0.000005533894,0.00001820236,0.00004005179],"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":[0.0006531379,0.0003278027,0.1238341,0.0001049017,0.00005669262,0.000269172,0.0007379304,0.0003422038,0.867789,0.0001194593,0.00009808964,0.005667513],"study_design_scores_gemma":[0.000007717699,0.0004570072,0.9883717,0.000003508351,0.0000189451,0.00005857164,0.000349841,0.000486129,0.00980464,0.00003323799,0.0004002691,0.000008490618],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997998,0.00004824955,0.00003647367,0.000005015865,5.254047e-7,0.00000199538,0.00003801059,0.000001650525,0.0000682497],"genre_scores_gemma":[0.9992694,0.00006202699,0.0001950269,0.00001381581,0.000001031507,0.000009138516,0.0001261447,0.000002109029,0.0003212967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008225643,"threshold_uncertainty_score":0.01635551,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}