{"meta":{"query_hash":"44de331a88cf","filters":{"topic":"Wetland Management and Conservation"},"cohort_total":69,"direct_labels_cover":0,"predictions_cover":69,"exported":69,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/44de331a88cf","api":"https://metacan.xera.ac/api/v1/cohort?topic=Wetland+Management+and+Conservation"},"results":[{"id":"W2005060717","doi":"10.1007/s11632-005-0047-3","title":"Institution, legislation and policy analysis of China’s wetland protection","year":2005,"lang":"en","type":"article","venue":"Forestry Studies in China","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Wetland; China; Legislation; Government (linguistics); Business; Environmental planning; Wetland conservation; Institution; Central government; Environmental resource management; Environmental protection; Public administration; Political science; Local government; Economics; Law; Ecology; Geography","score_opus":0.020220798250618042,"score_gpt":0.26637556556031394,"score_spread":0.2461547673096959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005060717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99262905,0.00041328176,0.0019721445,0.00044380524,0.000074552976,0.00014256533,0.000002803047,0.000051473402,0.004270321],"genre_scores_gemma":[0.9991199,0.00052684324,0.00012655667,0.0000074737873,0.00009630142,0.00002319736,0.000010893964,0.000004054797,0.000084800995],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99960417,0.00000849062,0.00015900987,0.00008113167,0.000065264685,0.000081935745],"domain_scores_gemma":[0.9998602,0.000005793886,0.000032009862,0.00007777487,0.000013709613,0.000010479415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000083851904,0.00007297643,0.00014128708,0.0003479263,0.000042918924,0.0000071885247,0.00003128118,0.000031163803,0.0000024787332],"category_scores_gemma":[0.000033862696,0.000066605826,0.000024994624,0.0005974237,0.0000415129,0.00017367366,0.000022681741,0.00005423692,6.442117e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036173566,0.000049747614,0.40382016,0.00031521523,0.0014419097,0.0000017969062,0.005511218,0.5342704,0.0003185686,0.009696087,0.00084836624,0.043690342],"study_design_scores_gemma":[0.0002182907,0.000014798463,0.930116,0.000021915243,0.00009476278,4.2405878e-7,0.000075416254,0.06690631,0.00008703737,0.0007471226,0.0016492005,0.00006872849],"about_ca_topic_score_codex":0.0002662132,"about_ca_topic_score_gemma":0.0018368068,"teacher_disagreement_score":0.52629584,"about_ca_system_score_codex":0.000055962995,"about_ca_system_score_gemma":0.000005440705,"threshold_uncertainty_score":0.27161068},"labels":[],"label_agreement":null},{"id":"W2071183987","doi":"10.5539/mas.v5n6p98","title":"Design of Institution for Participatory Lake Singkarak Management","year":2011,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Institution; Citizen journalism; Stakeholder; Participatory management; Environmental resource management; Environmental planning; Research Object; Business; Process (computing); Political science; Environmental science; Management; Computer science; Public relations","score_opus":0.09116085964255771,"score_gpt":0.22906396898776174,"score_spread":0.13790310934520403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071183987","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026515117,0.000008250875,0.9485683,0.000003214569,0.00009075457,0.000337573,7.240592e-7,0.00008719047,0.024388889],"genre_scores_gemma":[0.9834024,0.000004519372,0.016394457,0.000023687851,0.000006941335,0.000115234565,0.0000011273239,0.0000049288783,0.000046722645],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99951565,0.000001912292,0.00010110229,0.00011398766,0.00011840018,0.00014895471],"domain_scores_gemma":[0.9998071,0.000005200984,0.000019392384,0.00012627189,0.000017853157,0.000024143748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028371837,0.000054018434,0.000054758955,0.000079647696,0.00006475499,0.000011297374,0.00014779893,0.000014146836,0.000006442319],"category_scores_gemma":[0.0000018071096,0.000052915686,0.000010446102,0.00015870795,0.00008890582,0.000116403964,0.000023264878,0.000016662409,0.0000059635454],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012561763,0.00013996554,0.0004419808,0.00044570648,0.000060147122,0.0000020859507,0.0048369286,0.12699561,0.43312553,0.29670224,0.00069901434,0.13642521],"study_design_scores_gemma":[0.0003153262,0.000020378287,0.0033493338,0.000011307281,0.000024401794,1.0572522e-7,0.00006044598,0.9397671,0.041522104,0.013959238,0.00083829556,0.00013197004],"about_ca_topic_score_codex":9.875218e-7,"about_ca_topic_score_gemma":0.000004902524,"teacher_disagreement_score":0.95688725,"about_ca_system_score_codex":0.000016693199,"about_ca_system_score_gemma":0.000009610843,"threshold_uncertainty_score":0.21578391},"labels":[],"label_agreement":null},{"id":"W2105676408","doi":"10.1139/l10-001","title":"A novel flood management strategy to plan eco-industry development in areas of coastal land-subsidence in Taiwan","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. Army Corps of Engineers; National Science Council","keywords":"Environmental science; Surface runoff; Water resource management; Wetland; Soil salinity; Hydrology (agriculture); Flood myth; Land use; Saltwater intrusion; Flooding (psychology); Stormwater; Groundwater; Environmental engineering; Geography; Soil water; Civil engineering; Geology; Aquifer; Ecology; Engineering","score_opus":0.010120579012045786,"score_gpt":0.17698779879793963,"score_spread":0.16686721978589386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105676408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937799,0.000034567027,0.0036214145,0.00006292232,0.00034612312,0.0001087012,0.000004486849,0.00001159987,0.002030316],"genre_scores_gemma":[0.9991048,0.0000031999882,0.0007714473,0.000013938099,0.00004576324,0.000006079593,0.0000030523122,0.000016761362,0.00003496684],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99918234,0.0000029687112,0.00036248218,0.0000734903,0.000115987015,0.00026273628],"domain_scores_gemma":[0.99960387,0.000010221892,0.000038563387,0.00008674295,0.000028978478,0.00023164967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021654098,0.00011732212,0.00016612442,0.00073418685,0.000011633064,0.000027547136,0.00017894787,0.00008153175,0.00004648087],"category_scores_gemma":[0.000021517779,0.00013188928,0.000022677279,0.0002953876,0.0000057344882,0.00014096587,0.000011814647,0.00037487256,0.000001828512],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008676364,0.00001815323,0.111595295,0.00020225825,0.00006626993,0.0003952981,0.00080306426,0.8785977,0.0035083177,0.00073790073,0.0003000105,0.00376708],"study_design_scores_gemma":[0.0012262682,0.000052391893,0.97459894,0.000763313,0.000016231897,0.000057782465,0.00044130796,0.015929885,0.0010551112,0.000035821195,0.005438548,0.0003844097],"about_ca_topic_score_codex":0.00060338236,"about_ca_topic_score_gemma":0.794791,"teacher_disagreement_score":0.8630036,"about_ca_system_score_codex":0.00008712385,"about_ca_system_score_gemma":0.00017216659,"threshold_uncertainty_score":0.5378288},"labels":[],"label_agreement":null},{"id":"W2129085245","doi":"10.5539/ach.v7n2p15","title":"A Study on Community Participation Mode into Luoshijiang Wetland Ecological Tourism in Dali","year":2015,"lang":"en","type":"article","venue":"Asian Culture and History","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tourism; Wetland; Community participation; Ecotourism; Mode (computer interface); Community development; Environmental resource management; Ecology; Environmental planning; Geography; Sociology; Economic growth; Economics; Socioeconomics; Biology","score_opus":0.04885787974106815,"score_gpt":0.26119299611849656,"score_spread":0.2123351163774284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129085245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94105417,0.00018905097,0.00005630703,0.00012733544,0.00015258364,0.00017408525,4.3761045e-7,0.00008217142,0.058163885],"genre_scores_gemma":[0.99900526,0.000008006333,0.00003825,0.0001264867,0.0000418315,0.000040557454,0.000016447131,0.000005891378,0.00071725424],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9995996,0.000076590266,0.00009711246,0.00007109851,0.00006986047,0.00008574443],"domain_scores_gemma":[0.99981225,0.000008013102,0.000014157641,0.00010461775,0.000011743395,0.000049208873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014515562,0.00007677683,0.000093112125,0.000050656257,0.000045333578,0.000011323045,0.000052994445,0.000054585907,0.000006148191],"category_scores_gemma":[0.000013503483,0.000065308,0.000011102809,0.000044442153,0.00001534758,0.00009381783,0.000016591212,0.00017597228,0.000009882601],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017658403,0.0020029033,0.12936272,0.00015289862,0.00014259153,0.00019475807,0.41221657,0.0025382377,0.00081047567,0.0052370457,0.42443478,0.022730436],"study_design_scores_gemma":[0.0023777455,0.00075215567,0.6815398,0.00003535929,0.000058370282,0.0000014410582,0.02525139,0.0023400618,0.00002726382,0.0017207414,0.28550217,0.0003935161],"about_ca_topic_score_codex":0.00025868625,"about_ca_topic_score_gemma":0.0060090367,"teacher_disagreement_score":0.5521771,"about_ca_system_score_codex":0.00016472979,"about_ca_system_score_gemma":0.0000068540858,"threshold_uncertainty_score":0.33531836},"labels":[],"label_agreement":null},{"id":"W2354266640","doi":"","title":"Feasibility Study of Handan Areas Ditch Artifical Wetland Measures Agricultural Non-point Source Polhution","year":2009,"lang":"en","type":"article","venue":"","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Ditch; Nonpoint source pollution; Arable land; Wetland; Agriculture; Environmental science; Pollution; Water resource management; Alluvial plain; Natural (archaeology); Water pollution; Environmental engineering; Hydrology (agriculture); Environmental protection; Geography; Ecology; Engineering; Archaeology","score_opus":0.018285782705049044,"score_gpt":0.2177216312048183,"score_spread":0.19943584849976925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2354266640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865305,0.000011634651,0.008781635,0.00017566574,0.00008564187,0.00037555533,7.594071e-7,0.00017697854,0.0038616525],"genre_scores_gemma":[0.99950945,0.0000026063635,0.000042212196,0.000020331245,0.000055953722,0.0000074603954,0.000014309153,0.000004607108,0.00034307517],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99930894,0.000020761985,0.00021669186,0.00013651517,0.00018426479,0.00013282833],"domain_scores_gemma":[0.9997076,0.000011398808,0.000025925037,0.00016155977,0.00005067543,0.00004284198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014710764,0.00010991945,0.00014236808,0.0000425264,0.000050313673,0.000032235777,0.000073909054,0.000038067217,0.000021126802],"category_scores_gemma":[0.000013369658,0.00007816536,0.00004206688,0.00013976847,0.000009746585,0.00012635755,0.000011453567,0.0000657301,0.000008185812],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004991267,0.0051019224,0.5343789,0.00023546717,0.00050209515,0.000012207512,0.009146277,0.030417142,0.281832,0.0016375168,0.046026684,0.09021067],"study_design_scores_gemma":[0.000714589,0.00017915692,0.98856944,0.00000965868,0.000034240955,8.79134e-7,0.001469119,0.0049497373,0.003563713,0.00016771368,0.00020602031,0.00013574668],"about_ca_topic_score_codex":0.00007579715,"about_ca_topic_score_gemma":0.0003807285,"teacher_disagreement_score":0.45419055,"about_ca_system_score_codex":0.000030250221,"about_ca_system_score_gemma":0.0000027949075,"threshold_uncertainty_score":0.3187491},"labels":[],"label_agreement":null},{"id":"W2360284126","doi":"","title":"Respect and Prospect of the Wetland Research in China","year":2000,"lang":"en","type":"article","venue":"World Sci-tech R & D","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Wetland; Frontier; China; Environmental resource management; Geography; Environmental planning; Natural resource economics; Business; Environmental science; Ecology; Economics; Biology; Archaeology","score_opus":0.0194290408894591,"score_gpt":0.26472700564679374,"score_spread":0.24529796475733465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2360284126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91484195,0.00018424746,0.0000033620654,0.00079970475,0.000041398012,0.00021792424,8.2291405e-7,0.000042312593,0.08386826],"genre_scores_gemma":[0.99319345,0.00008381992,0.00004245287,0.000012384053,0.000032783126,0.000016168542,8.0492566e-7,0.000008318914,0.006609838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99944687,0.000030605966,0.000110255176,0.00009766688,0.00016083242,0.00015375354],"domain_scores_gemma":[0.99975723,0.000024860468,0.0000079682195,0.00018431453,0.000009369253,0.000016283586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040217084,0.00005489176,0.00007487395,0.00016013229,0.00005122529,0.00002473768,0.00012751977,0.00001927929,0.0001015474],"category_scores_gemma":[0.0000064793035,0.000040460734,0.000015536716,0.00074532855,0.000044866476,0.0000620225,0.000031068917,0.0001612983,0.00001060045],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020101194,0.00013644918,0.70737934,0.0005083019,0.0000769436,0.000029663126,0.0021603296,0.0028558285,0.023068262,0.023132369,0.04730042,0.1931511],"study_design_scores_gemma":[0.00041206737,0.000019218198,0.93076783,0.00010792436,0.000004321626,0.0000010118448,0.000023956018,0.0024500587,0.003758548,0.0070730466,0.055284936,0.00009708855],"about_ca_topic_score_codex":0.000130572,"about_ca_topic_score_gemma":0.0025431938,"teacher_disagreement_score":0.22338851,"about_ca_system_score_codex":0.000023622928,"about_ca_system_score_gemma":0.0000068042104,"threshold_uncertainty_score":0.16499409},"labels":[],"label_agreement":null},{"id":"W2375691516","doi":"","title":"Conservation of Functional Wetland Area and Compensation for the Ecological Function of Wetland in Honghe National Nature Reserve in China","year":2006,"lang":"en","type":"article","venue":"","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Wetland; Nature reserve; Sanjiang Plain; Functional ecology; Biodiversity; China; National nature reserve; Ecology; Economic shortage; Wildlife; Environmental science; Wetland conservation; Environmental resource management; Geography; Environmental protection; Ecosystem; Marsh; Biology","score_opus":0.01431945573685928,"score_gpt":0.20228653946149264,"score_spread":0.18796708372463336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2375691516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888666,0.00008792315,0.0071925153,0.0007151619,0.0001185855,0.00035852205,0.000009824129,0.000019732839,0.0026310899],"genre_scores_gemma":[0.99940276,0.000021478903,0.00012847786,0.00005115537,0.00004024432,0.000030383882,0.00017906603,0.000004813658,0.00014163935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99941826,0.000017748118,0.000255421,0.00009167438,0.00014031,0.00007656715],"domain_scores_gemma":[0.9995774,0.00023674917,0.000053688527,0.000049753748,0.000075759854,0.0000066329053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032783792,0.0000709619,0.00010688481,0.00013736004,0.00002234962,0.000010500755,0.000037714108,0.000099003635,0.00003351431],"category_scores_gemma":[0.00004155281,0.00005234749,0.000022398553,0.00019679483,0.00002692925,0.00013067223,0.000011221392,0.000093784714,2.9492622e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003978607,0.00010552442,0.77285385,0.00019175332,0.000043580894,3.878042e-7,0.000050949966,0.1266918,0.008670801,0.076408796,0.0138226375,0.0007620721],"study_design_scores_gemma":[0.0008524215,0.000030518935,0.81451297,0.00001291537,0.000007959338,3.3524924e-7,0.000034141143,0.17677757,0.00025320606,0.006797813,0.00067251775,0.000047611],"about_ca_topic_score_codex":0.00022940921,"about_ca_topic_score_gemma":0.0064223106,"teacher_disagreement_score":0.06961098,"about_ca_system_score_codex":0.000036590645,"about_ca_system_score_gemma":0.000014157355,"threshold_uncertainty_score":0.35838},"labels":[],"label_agreement":null},{"id":"W2376141045","doi":"","title":"Ecological Sensitivity Assessment of Maqu Wetland in Upper Yellow River","year":2014,"lang":"en","type":"article","venue":"Yellow River","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Science North","funders":"","keywords":"Wetland; Environmental science; Zoning; Woodland; Ecosystem; Geography; Ecology; Physical geography; Hydrology (agriculture); Geology","score_opus":0.007804871601599987,"score_gpt":0.2099656803109507,"score_spread":0.20216080870935071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2376141045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95961267,0.000005442874,0.007384973,0.00008161675,0.0002067431,0.00013220588,0.0000028317804,0.000073866046,0.032499667],"genre_scores_gemma":[0.9975625,0.000028671751,0.0013266999,0.000092185124,0.000052380696,0.0000075721764,0.000016062944,0.000011423917,0.00090246566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993413,0.000057779962,0.00015898103,0.0001406723,0.00012497709,0.00017626278],"domain_scores_gemma":[0.9996891,0.00007719829,0.000026968351,0.00015325919,0.000020433577,0.000033053384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025463625,0.000112522044,0.0001802688,0.00008590748,0.000019323645,0.000009785464,0.00006254881,0.000079223784,0.00010976352],"category_scores_gemma":[0.00001243687,0.00010125827,0.000052422718,0.00010815614,0.000059976395,0.000106832005,0.00004003614,0.00010721328,0.00004611066],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025129282,0.00024808833,0.92413735,0.00018413829,0.00011419735,0.000053238255,0.0007495281,0.024365688,0.013836012,0.0058566416,0.014503814,0.015926156],"study_design_scores_gemma":[0.00054918474,0.000031913387,0.8335498,0.000017510009,0.0000180097,7.5233623e-7,0.000021427772,0.15071686,0.0005061792,0.000670312,0.01377036,0.00014768436],"about_ca_topic_score_codex":0.000065978806,"about_ca_topic_score_gemma":0.00021849187,"teacher_disagreement_score":0.12635116,"about_ca_system_score_codex":0.000043392265,"about_ca_system_score_gemma":0.000006005253,"threshold_uncertainty_score":0.41291925},"labels":[],"label_agreement":null},{"id":"W2383834002","doi":"","title":"Nutrients Distribution and Contamination Assessment in Seawater and Surface Sediment of the Coastal Wetlands,Northern Beibu Gulf","year":2012,"lang":"en","type":"article","venue":"Shidi kexue","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Eutrophication; Sediment; Seawater; Estuary; Environmental science; Nutrient; Wetland; Phosphorus; Total organic carbon; Environmental chemistry; Surface water; Hydrology (agriculture); Contamination; Oceanography; Ecology; Geology; Environmental engineering; Chemistry; Biology","score_opus":0.006119669411696255,"score_gpt":0.2007238536430663,"score_spread":0.19460418423137005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2383834002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973888,0.00006150051,0.0016633642,0.00014312154,0.00014589595,0.00018814398,0.000014441574,0.000016256972,0.00037850701],"genre_scores_gemma":[0.9997195,0.00003654184,0.000026474763,0.000009628374,0.0000196143,0.0000077714585,0.0000728898,0.0000054182387,0.0001021686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99960184,0.000021711237,0.00010967217,0.000058241254,0.00009645919,0.000112077876],"domain_scores_gemma":[0.9998559,0.000015096056,0.000024200486,0.00006646291,0.000016149408,0.000022198017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016367425,0.00006456836,0.00006968761,0.000012224317,0.000026436106,0.00001416862,0.000030395946,0.00003082499,0.000003775369],"category_scores_gemma":[0.00000362244,0.000048427515,0.000010292613,0.000063931126,0.000016401309,0.00014750581,0.00003546635,0.00005484094,7.056431e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004950289,0.000024186258,0.99647355,0.000044345983,0.000011710154,1.464319e-7,0.0002446217,0.00014308935,0.0011313705,0.00065567886,0.00010527969,0.0011610553],"study_design_scores_gemma":[0.00045080713,0.000014385644,0.9909761,0.000025746245,0.000014350324,5.082403e-7,0.00013925914,0.003705972,0.0026282999,0.000101068814,0.0018789188,0.0000645799],"about_ca_topic_score_codex":0.00008960854,"about_ca_topic_score_gemma":0.0008235475,"teacher_disagreement_score":0.0054974617,"about_ca_system_score_codex":0.000028801544,"about_ca_system_score_gemma":0.0000043960486,"threshold_uncertainty_score":0.19748168},"labels":[],"label_agreement":null},{"id":"W2393190295","doi":"","title":"Summary of research on wetland protection and management","year":2006,"lang":"en","type":"article","venue":"Zhejiang Linxueyuan xuebao","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wetland; China; Environmental resource management; Swamp; Legislation; Environmental planning; Environmental science; Environmental protection; Geography; Ecology; Political science; Law","score_opus":0.03372121516941062,"score_gpt":0.25735611682477294,"score_spread":0.22363490165536232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2393190295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7811784,0.00033534277,0.0013684465,0.00044780073,0.0002553104,0.00079328194,0.000004726569,0.0003073025,0.21530937],"genre_scores_gemma":[0.99344814,0.00015298888,0.00027986476,0.000017324948,0.00014097035,0.00006209072,0.000018011997,0.00002054251,0.0058600516],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929184,0.000025045947,0.00015132867,0.00013970774,0.00021058095,0.0001814715],"domain_scores_gemma":[0.9997458,0.000022294487,0.000018269235,0.0001578135,0.00003204365,0.000023791888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027527055,0.00008726815,0.00009249556,0.00027712324,0.000065199245,0.00003438786,0.000069591864,0.000048873346,0.000012359884],"category_scores_gemma":[0.0000033254007,0.00008423507,0.000021852742,0.00027681465,0.000034400906,0.00008939526,0.000032249303,0.000114444454,0.00002471067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000534305,0.00057694386,0.02793602,0.0070530567,0.00052266306,0.00013456012,0.00048192375,0.019043183,0.03102698,0.3337794,0.402892,0.17601897],"study_design_scores_gemma":[0.0031567917,0.0005240989,0.30286688,0.0009452114,0.00010023339,0.0000067848337,0.00054311793,0.033468302,0.029001938,0.01824385,0.6102586,0.0008842318],"about_ca_topic_score_codex":0.00013400306,"about_ca_topic_score_gemma":0.000115823976,"teacher_disagreement_score":0.31553555,"about_ca_system_score_codex":0.000029461587,"about_ca_system_score_gemma":0.000002514413,"threshold_uncertainty_score":0.34350064},"labels":[],"label_agreement":null},{"id":"W2889855185","doi":"10.31227/osf.io/4r5pk","title":"POTENSI SUMBERDAYA AIR SUB DAS SERAYU","year":2018,"lang":"id","type":"preprint","venue":"","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Environmental science; Forestry; Geography","score_opus":0.012422971497428355,"score_gpt":0.2217955383086729,"score_spread":0.20937256681124455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889855185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53316385,0.00024590787,0.02634188,0.0032857778,0.0065062223,0.0011036616,0.000018413808,0.0015304426,0.4278038],"genre_scores_gemma":[0.9002692,0.000782363,0.0017258229,0.0011624171,0.0016782111,0.00007160532,0.0005219977,0.00014425724,0.09364409],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99800646,0.000045167606,0.00049969077,0.0006131979,0.00031373714,0.00052175944],"domain_scores_gemma":[0.9986364,0.000041370495,0.0001083664,0.0008809954,0.00019987486,0.00013294684],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002847855,0.0005454143,0.00045479456,0.00018533607,0.00011810173,0.00014972663,0.0004181525,0.0004566901,0.0009925242],"category_scores_gemma":[0.000025506804,0.0005586985,0.00021844021,0.00019296995,0.000051454444,0.0001895085,0.00058961305,0.0004678191,0.0036347334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000121290286,0.00021484769,0.023417799,0.0024641799,0.0020839656,0.000121617544,0.00088732067,0.011841016,0.0036195526,0.028381763,0.9082913,0.018555343],"study_design_scores_gemma":[0.0011590178,0.00010443465,0.14408399,0.00048647675,0.0005026199,0.000010898163,0.00016540803,0.047289718,0.00843856,0.00360224,0.7920243,0.002132345],"about_ca_topic_score_codex":0.0005139174,"about_ca_topic_score_gemma":0.00061313144,"teacher_disagreement_score":0.36710536,"about_ca_system_score_codex":0.00011764179,"about_ca_system_score_gemma":0.00004813244,"threshold_uncertainty_score":0.9999207},"labels":[],"label_agreement":null},{"id":"W2985381741","doi":"10.1038/d41586-019-03491-7","title":"Working Scientist podcast: My courtroom battles to halt illegal peatland fires in Indonesia","year":2019,"lang":"en","type":"article","venue":"Nature","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Peat; Criminology; Political science; Law; History; Archaeology; Psychology","score_opus":0.004669025805898793,"score_gpt":0.20217640850547802,"score_spread":0.19750738269957924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985381741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98891526,0.00044906716,0.00008857699,0.000656972,0.001155726,0.00017924541,0.0000019221075,0.00009315726,0.008460085],"genre_scores_gemma":[0.998127,0.0000114314735,0.00015115598,0.0002929938,0.000118649026,0.0000075895564,0.000025124826,0.000013452004,0.001252599],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994478,0.0000071194727,0.00008838406,0.00013756397,0.00014641038,0.00017270644],"domain_scores_gemma":[0.99979955,0.000019125258,0.00001134455,0.00012390375,0.00001474029,0.000031360214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000881011,0.00008965136,0.000093858725,0.00015182192,0.000027528642,0.00007325236,0.000119954275,0.00021735794,0.000039602568],"category_scores_gemma":[0.000008028532,0.000083672174,0.000021502108,0.0003022107,0.0000054589227,0.00010197438,0.000032394164,0.00044351467,0.000065410684],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029508088,0.000020242296,0.9105731,0.00008827222,0.000027521617,0.000028142813,0.0004628162,0.0069733234,0.0018005027,0.0025333026,0.067285806,0.010177447],"study_design_scores_gemma":[0.00050387613,0.00001402142,0.75286436,0.000112127535,0.0000065559893,0.0000020087905,0.0000840536,0.006345666,0.00018063905,0.00006106621,0.23963428,0.000191371],"about_ca_topic_score_codex":0.000016933422,"about_ca_topic_score_gemma":0.00038313997,"teacher_disagreement_score":0.17234847,"about_ca_system_score_codex":0.000033374476,"about_ca_system_score_gemma":0.000006558921,"threshold_uncertainty_score":0.34120524},"labels":[],"label_agreement":null},{"id":"W3127315202","doi":"10.5430/ijhe.v10n4p32","title":"The Effect of Environmental Education Training Course in Soil, Water and Forest Conservation on the Concept of The King Rama Ⅸ of Thailand","year":2021,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Mahasarakham University","keywords":"Environmental education; Test (biology); Curriculum; Soil conservation; Nonprobability sampling; Psychology; Sociology; Ecology; Pedagogy; Biology; Population","score_opus":0.006723755510677292,"score_gpt":0.23000081953451199,"score_spread":0.22327706402383468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127315202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99387985,0.0004867966,0.000020072177,0.0037763822,0.0013147114,0.000099029094,0.000002537945,0.0000016184244,0.00041901515],"genre_scores_gemma":[0.999449,0.00006339345,0.000013981219,0.00009543736,0.00011693429,0.0000069351095,0.000012189934,0.0000058404407,0.00023628502],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99930066,0.0000770645,0.0003035622,0.000044202607,0.00022273022,0.0000517783],"domain_scores_gemma":[0.9994104,0.00021547379,0.00020026832,0.000081674145,0.000082124076,0.0000100429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028592034,0.00006024198,0.00008958939,0.000048829002,0.00002717844,0.000020611968,0.00014152777,0.000025078898,0.000026606578],"category_scores_gemma":[0.000029947976,0.000031142117,0.0000444151,0.000050147733,0.00005729468,0.00011151911,0.000017962157,0.000087333334,2.4517115e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003307873,0.00042487294,0.76279485,0.00012376353,0.00060683343,0.0000018186181,0.00899524,0.010930014,0.090459414,0.02228804,0.0054211905,0.09762317],"study_design_scores_gemma":[0.0005906071,0.000075809185,0.9164862,0.0003040883,0.000056221572,0.000011063254,0.0013756762,0.00058357255,0.07483262,0.0012758637,0.0043485216,0.00005972819],"about_ca_topic_score_codex":0.000021260827,"about_ca_topic_score_gemma":0.000029006196,"teacher_disagreement_score":0.15369137,"about_ca_system_score_codex":0.000042595137,"about_ca_system_score_gemma":0.000065896886,"threshold_uncertainty_score":0.12699386},"labels":[],"label_agreement":null},{"id":"W3165958389","doi":"10.20886/jppdas.2021.5.1.1-20","title":"PEMETAAN POTENSI KERENTANAN PENCEMARAN AIR PERMUKAAN UNTUK PENGENDALIAN SANITASI LINGKUNGAN DI KABUPATEN BULELENG (Mapping on the potential vulnerability of surface water pollution for environmental sanitation control in Buleleng Regency)","year":2021,"lang":"en","type":"article","venue":"Jurnal Penelitian Pengelolaan Daerah Aliran Sungai","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Environmental science; Watershed; Water resource management; Pollution; Hydrology (agriculture); Land cover; Surface water; Nonpoint source pollution; Water quality; Environmental engineering; Land use; Engineering; Ecology; Civil engineering","score_opus":0.014940222503038897,"score_gpt":0.20325430209866927,"score_spread":0.18831407959563037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165958389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99175185,0.00053052703,0.002762818,0.0022606526,0.0005725057,0.001159845,0.00024187798,0.00011559846,0.0006043225],"genre_scores_gemma":[0.9979985,0.00016938765,0.0002007899,0.0003586047,0.00029122728,0.000072587056,0.0006206878,0.000093678595,0.00019457813],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9963734,0.000503241,0.0010715942,0.0006521046,0.0006044904,0.00079516665],"domain_scores_gemma":[0.998687,0.00018321503,0.00019378791,0.0006177049,0.00015372643,0.00016453],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012843859,0.0005256979,0.0006308979,0.00024278297,0.00045867206,0.0001336486,0.00040631494,0.00020443824,0.00021871542],"category_scores_gemma":[0.00008964302,0.0004422333,0.00035149878,0.00030009737,0.000115719675,0.00050492707,0.000071204195,0.000581944,0.00002262187],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007680018,0.0006076455,0.023612004,0.0007760313,0.0008590651,0.00014993575,0.0063121943,0.06696975,0.88547117,0.0019901472,0.0008587155,0.01162533],"study_design_scores_gemma":[0.008877855,0.00054408336,0.7446359,0.00059084967,0.0006455445,0.00007319297,0.015819011,0.10325328,0.1176952,0.0017127285,0.0040842304,0.0020681247],"about_ca_topic_score_codex":0.00013891321,"about_ca_topic_score_gemma":0.00047689464,"teacher_disagreement_score":0.76777595,"about_ca_system_score_codex":0.00033033683,"about_ca_system_score_gemma":0.00006508577,"threshold_uncertainty_score":0.99980295},"labels":[],"label_agreement":null},{"id":"W3174052458","doi":"10.20527/jukung.v7i1.10809","title":"STRATEGI SISTEM PENGELOLAAN AIR LIMBAH DOMESTIK DI KECAMATAN UJUNGBERUNG, CIBIRU, PANYILEUKAN, DAN CILEUNYI","year":2021,"lang":"id","type":"article","venue":"Jukung (Jurnal Teknik Lingkungan)","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Environmental science; Business","score_opus":0.015267736245364961,"score_gpt":0.2224949930852003,"score_spread":0.20722725683983534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174052458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9421747,0.015681727,0.0014145217,0.0029410187,0.006540744,0.0010416766,0.00007916935,0.0014388163,0.02868767],"genre_scores_gemma":[0.96136516,0.003059932,0.00068462646,0.00051882915,0.00267646,0.00006367225,0.0004062714,0.00034276122,0.030882254],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938566,0.00036871052,0.0016833988,0.0013147503,0.0011585657,0.0016179924],"domain_scores_gemma":[0.99648887,0.00034186908,0.0005532315,0.0014453563,0.00048434097,0.0006863552],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008953375,0.0012458791,0.0012317705,0.00045855553,0.00075066125,0.0010604227,0.00092710083,0.0006786064,0.000111905385],"category_scores_gemma":[0.00022773768,0.0013710771,0.0006048303,0.0013816926,0.00013832722,0.0010773466,0.00044399232,0.0017453716,0.000549848],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082017115,0.0030989659,0.026525704,0.011450298,0.008970232,0.010997035,0.009352949,0.022957135,0.73270005,0.075450726,0.043227375,0.05444933],"study_design_scores_gemma":[0.007941788,0.0010061105,0.101754606,0.0047642603,0.0036199256,0.0007675786,0.0057072677,0.030442532,0.13862026,0.0012138209,0.69764787,0.006513967],"about_ca_topic_score_codex":0.00008131671,"about_ca_topic_score_gemma":0.000635842,"teacher_disagreement_score":0.6544205,"about_ca_system_score_codex":0.0006374397,"about_ca_system_score_gemma":0.00062830484,"threshold_uncertainty_score":0.9999766},"labels":[],"label_agreement":null},{"id":"W3216559794","doi":"10.1109/agers53903.2021.9617418","title":"Reanalysis of ECMWF data for updating the Fire Weather Index for the Indonesia Fire Danger Rating System (InaFDRS)","year":2021,"lang":"en","type":"article","venue":"","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"BP","keywords":"Climatology; Environmental science; Monsoon; Meteorology; Indian Ocean Dipole; El Niño Southern Oscillation; Geography; Geology","score_opus":0.02530969479447995,"score_gpt":0.23087851860536143,"score_spread":0.20556882381088148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216559794","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30483693,0.0015594834,0.68037224,0.0033154583,0.000525482,0.0019666643,0.00014856493,0.00037280165,0.0069024055],"genre_scores_gemma":[0.9970725,0.000021535841,0.001298134,0.000084241474,0.00013864899,0.00013198113,0.00021409288,0.000021767253,0.00101709],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99936163,0.000020594181,0.00023496187,0.00014599177,0.00010908046,0.00012775102],"domain_scores_gemma":[0.99888957,0.00030383485,0.00006480551,0.0006564613,0.00007449216,0.000010846501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004476938,0.00009201181,0.00013805318,0.000016012058,0.00015917156,0.0000628051,0.00031561835,0.000036560425,0.000019726036],"category_scores_gemma":[0.00006297851,0.00005343155,0.000068292014,0.00019920441,0.000009815283,0.00013313416,0.00010331246,0.000046660127,0.000001125732],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012544767,0.000106944535,0.033105355,0.0066412776,0.006024247,0.000010543831,0.0035825137,0.08845586,0.0072842264,0.056384895,0.21815328,0.5801254],"study_design_scores_gemma":[0.00024064025,0.0000046158875,0.00092599296,0.00004740447,0.00021091026,7.043689e-7,0.0042619454,0.981856,0.00050252693,0.00002243451,0.011847141,0.000079691235],"about_ca_topic_score_codex":0.00006697184,"about_ca_topic_score_gemma":0.00018861235,"teacher_disagreement_score":0.89340013,"about_ca_system_score_codex":0.000015435568,"about_ca_system_score_gemma":0.00001142872,"threshold_uncertainty_score":0.21788755},"labels":[],"label_agreement":null},{"id":"W4256414661","doi":"10.24036/perspektif.v3i3.285","title":"","year":2020,"lang":"","type":"article","venue":"Jurnal Perspektif","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Political science","score_opus":0.02443131955627214,"score_gpt":0.2044311577794927,"score_spread":0.17999983822322055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256414661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82707685,0.0029613297,0.015916992,0.14545673,0.001262141,0.0007115495,0.000021209456,0.0006937401,0.00589945],"genre_scores_gemma":[0.98398584,0.0014560658,0.00060267566,0.0102290595,0.0033014927,0.000024487366,0.000023578657,0.00012618625,0.00025058517],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99593335,0.00010555887,0.0011198322,0.00083472184,0.0008483571,0.0011581882],"domain_scores_gemma":[0.99796337,0.00008080213,0.00021876673,0.0004387878,0.00019679501,0.0011014913],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003158705,0.0008077805,0.00073814974,0.00020112435,0.0004100719,0.00075250625,0.00082000176,0.0002818782,0.00038984107],"category_scores_gemma":[0.00016539796,0.0009006789,0.00051269494,0.0013130128,0.00009790885,0.0016286237,0.00027122663,0.001011447,0.00027956322],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034268303,0.0006873728,0.110493235,0.0053179017,0.0056597516,0.001723918,0.14719631,0.29322723,0.12266001,0.041969646,0.10623918,0.16139862],"study_design_scores_gemma":[0.0069010304,0.0011876788,0.09661894,0.00028019783,0.0011332561,0.000028876077,0.022022497,0.71725196,0.0026474544,0.0005035367,0.1489144,0.002510149],"about_ca_topic_score_codex":0.000117610725,"about_ca_topic_score_gemma":0.000033149434,"teacher_disagreement_score":0.42402476,"about_ca_system_score_codex":0.00020153409,"about_ca_system_score_gemma":0.00008124794,"threshold_uncertainty_score":0.9993444},"labels":[],"label_agreement":null},{"id":"W4292209137","doi":"10.35138/gp.v3i2.355","title":"POTENSI EMISI GRK DARI SEKTOR PETERNAKAN DESA CIKALONG,KAB. BANDUNG BARAT TAHUN 2016-2021","year":2021,"lang":"id","type":"article","venue":"GEOPLANART","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Humanities; Forestry; Geography; Philosophy","score_opus":0.007312927910886858,"score_gpt":0.185413153202351,"score_spread":0.17810022529146413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292209137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8909833,0.008128516,0.004121591,0.004753771,0.006644834,0.0006882382,0.00013575715,0.00050303276,0.084040985],"genre_scores_gemma":[0.8185158,0.0020888725,0.000972776,0.001713245,0.0022750823,0.000056199813,0.001522917,0.00017265638,0.17268251],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974544,0.00009960201,0.00054080714,0.00066160643,0.0004254544,0.000818142],"domain_scores_gemma":[0.99851984,0.00008608723,0.000111972826,0.00081684755,0.00019570513,0.00026953622],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025583876,0.00050896197,0.0005146903,0.00014766565,0.0002653555,0.00036426293,0.00030884286,0.0002884521,0.001955415],"category_scores_gemma":[0.00007861824,0.0005675265,0.00023258015,0.00043910695,0.000051384264,0.0003843696,0.00019557406,0.000412421,0.002102324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014145153,0.00025445633,0.0489006,0.0009815902,0.0016630095,0.004376198,0.0022674527,0.0020197043,0.019421767,0.0029776518,0.89464283,0.02235329],"study_design_scores_gemma":[0.0015593522,0.00008517261,0.056559768,0.0004193603,0.0004545273,0.00012620569,0.00076265226,0.005137796,0.0050194976,0.00016418408,0.92861867,0.0010928364],"about_ca_topic_score_codex":0.00043985696,"about_ca_topic_score_gemma":0.0014283675,"teacher_disagreement_score":0.08864152,"about_ca_system_score_codex":0.00013596805,"about_ca_system_score_gemma":0.00016941436,"threshold_uncertainty_score":0.9996776},"labels":[],"label_agreement":null},{"id":"W4306963967","doi":"10.18280/ijsdp.170619","title":"Strengthening Community Participation in Spatial Planning of Riverflow Regions in Medan City","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitas Sumatera Utara","keywords":"Environmental planning; Government (linguistics); Watershed; Documentation; Law enforcement; Business; Public participation; Enforcement; Population; Local government; Environmental resource management; Spatial planning; Geography; Public relations; Political science; Public administration; Sociology; Law; Environmental science","score_opus":0.025885939753569422,"score_gpt":0.2605761094185194,"score_spread":0.23469016966494996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306963967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99590933,0.00012646664,0.0030576612,0.000060701022,0.00017416682,0.00005801198,9.38982e-7,0.000008526545,0.00060418196],"genre_scores_gemma":[0.99939376,0.000009130048,0.00047166436,0.000017189055,0.000026235652,0.000008398772,0.000019390736,0.0000053718195,0.00004888332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999113,0.0000696299,0.0004061624,0.00004267876,0.0002409081,0.00012761516],"domain_scores_gemma":[0.99960864,0.00010238817,0.00014059653,0.000032761312,0.00009354249,0.00002206431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081296614,0.00006674229,0.00011964384,0.0005514693,0.000086659405,0.000022065286,0.00015660367,0.000018941319,0.0000146578495],"category_scores_gemma":[0.00006455779,0.00007428311,0.000015929365,0.00016023644,0.000010380774,0.00023432977,0.00010004437,0.00030113503,5.6817388e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018642595,0.00008225042,0.59577245,0.00006718712,0.00007793183,0.00049333135,0.05438781,0.3406035,0.0001198778,0.0008057726,0.00016041951,0.007243038],"study_design_scores_gemma":[0.0017650862,0.000071785085,0.8676181,0.0002753208,0.000013023998,0.000015999643,0.10174892,0.022300657,0.0007692249,0.0013527442,0.003868482,0.00020066326],"about_ca_topic_score_codex":0.00015241092,"about_ca_topic_score_gemma":0.000052755986,"teacher_disagreement_score":0.31830284,"about_ca_system_score_codex":0.00018761784,"about_ca_system_score_gemma":0.000051890514,"threshold_uncertainty_score":0.30291775},"labels":[],"label_agreement":null},{"id":"W4310480226","doi":"10.20886/jakk.2022.19.2.101-116","title":"Status Keberlanjutan Pengelolaan Das Mandar Di Sulawesi Barat, Indonesia","year":2022,"lang":"ca","type":"article","venue":"Jurnal Analisis Kebijakan Kehutanan","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universitas Hasanuddin; University of British Columbia","keywords":"Sustainability; Watershed; Business; Descriptive statistics; Environmental resource management; Ecology; Computer science; Economics; Biology","score_opus":0.011177504155768844,"score_gpt":0.23200255690039695,"score_spread":0.2208250527446281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310480226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9648573,0.0032627282,0.000582035,0.0019921262,0.0021795626,0.0007924586,0.0006116036,0.00045144444,0.025270766],"genre_scores_gemma":[0.99432737,0.00079902273,0.000068831425,0.00064909353,0.00084387965,0.00010931656,0.00057607435,0.00020065479,0.0024257752],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994272,0.00045360925,0.0012278534,0.00091851165,0.0015659648,0.0015620462],"domain_scores_gemma":[0.9977402,0.00011377186,0.00042109867,0.000944487,0.00015631712,0.00062412664],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008710558,0.0008675704,0.00089302205,0.0008517982,0.0014179716,0.0005879088,0.00097290165,0.00019198055,0.0037992527],"category_scores_gemma":[0.000032514323,0.00096530776,0.0005172077,0.0018302624,0.00010279077,0.0006541955,0.0005995615,0.0012470464,0.00014522043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015895693,0.0012444835,0.72149694,0.0014173883,0.0046716672,0.0036427458,0.00787465,0.042037774,0.0057915547,0.038539406,0.10217268,0.06952112],"study_design_scores_gemma":[0.002889088,0.0005477747,0.556921,0.00013522075,0.00096058974,0.00012400879,0.0040444466,0.020834504,0.00015818508,0.00057291845,0.41084877,0.0019635025],"about_ca_topic_score_codex":0.0017322417,"about_ca_topic_score_gemma":0.0011176638,"teacher_disagreement_score":0.3086761,"about_ca_system_score_codex":0.0010588772,"about_ca_system_score_gemma":0.00022583517,"threshold_uncertainty_score":0.99988204},"labels":[],"label_agreement":null},{"id":"W4376607018","doi":"10.47600/jtst.v4i3.446","title":"Pemetaan Kondisi Sarana dan Prasarana Infrastruktur Berkelanjutan Berbasis Foto Udara pada Kelurahan Kairagi Dua Kecamatan Mapanget Kota Manado","year":2023,"lang":"id","type":"article","venue":"Jurnal Teknik Sipil Terapan","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Humanities; Art","score_opus":0.015529629388470155,"score_gpt":0.22417165816694676,"score_spread":0.2086420287784766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376607018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9624321,0.0016244153,0.00042685305,0.004988693,0.0030918263,0.0016727675,0.00036086474,0.001755,0.02364752],"genre_scores_gemma":[0.9712484,0.0013436709,0.00040580877,0.0008468952,0.0016360587,0.00015821164,0.0012380217,0.000393252,0.022729672],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932333,0.00029334924,0.0017034017,0.0012917386,0.0014334188,0.0020447809],"domain_scores_gemma":[0.9967929,0.00021679486,0.0005362343,0.0015354773,0.00019979641,0.0007188136],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0009248145,0.0013957844,0.0012848508,0.0014822688,0.0007822229,0.0009831318,0.0013582746,0.00053197116,0.00048108873],"category_scores_gemma":[0.000098301054,0.0014620564,0.0007060245,0.002669281,0.00017686626,0.0012643927,0.0004455808,0.0012515429,0.0014026003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076544326,0.00077213504,0.15121406,0.0042270976,0.00774517,0.0019043444,0.008150155,0.0018193009,0.025910866,0.0051110187,0.46058765,0.33179274],"study_design_scores_gemma":[0.003339563,0.0005160982,0.46196973,0.00076710636,0.0011637225,0.00007904248,0.0019355249,0.010784227,0.0014498438,0.0010059859,0.51457447,0.002414701],"about_ca_topic_score_codex":0.0006857726,"about_ca_topic_score_gemma":0.0013594814,"teacher_disagreement_score":0.32937804,"about_ca_system_score_codex":0.00043007254,"about_ca_system_score_gemma":0.00014035663,"threshold_uncertainty_score":0.99987924},"labels":[],"label_agreement":null},{"id":"W4383960901","doi":"10.21002/jke.2022.07","title":"Dampak Peningkatan Kualitas Permukiman Kumuh Perdesaan terhadap Pengurangan Peluang Kejadian Bencana: Kasus Kebijakan Dana Desa di Indonesia","year":2022,"lang":"id","type":"article","venue":"Jurnal Kebijakan Ekonomi","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Gynecology; Business; Medicine","score_opus":0.015671790252548876,"score_gpt":0.21557226771610677,"score_spread":0.19990047746355788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383960901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9621822,0.0018542396,0.00039385507,0.0026928203,0.0029532902,0.0014203786,0.00020053166,0.0005711004,0.027731549],"genre_scores_gemma":[0.9900657,0.00015451212,0.00016420266,0.00071940885,0.0013991509,0.0002887325,0.00085212593,0.0003694653,0.0059867017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9931318,0.000625528,0.0016667378,0.0013780313,0.001205268,0.0019926329],"domain_scores_gemma":[0.9967057,0.00024843504,0.00061092153,0.0013927647,0.00016452781,0.0008776173],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0014098048,0.0012995384,0.0012112798,0.0010818772,0.002188373,0.0008850386,0.0018147456,0.00029361446,0.0012019747],"category_scores_gemma":[0.00008177536,0.0015541802,0.0006945013,0.0011858074,0.00021234491,0.0010504707,0.0009345167,0.0020249488,0.00022850056],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020392705,0.0021653643,0.67975605,0.0029340042,0.0059814206,0.004060384,0.043827042,0.03243762,0.01490059,0.034099396,0.12366731,0.05413155],"study_design_scores_gemma":[0.0061598253,0.0011186963,0.655765,0.00031159326,0.0016247153,0.00039414523,0.024522431,0.033525966,0.00046684482,0.00024282641,0.2717651,0.0041028466],"about_ca_topic_score_codex":0.001490764,"about_ca_topic_score_gemma":0.0014543029,"teacher_disagreement_score":0.14809781,"about_ca_system_score_codex":0.001587521,"about_ca_system_score_gemma":0.00042204454,"threshold_uncertainty_score":0.9999756},"labels":[],"label_agreement":null},{"id":"W4386329878","doi":"10.30595/civeng.v4i2.18667","title":"PENGEMBANGAN KONSEP OPTIMALISASI REGULASI DAN KELEMBAGAAN DALAM RANGKA KEBERLANJUTAN KONDISI DAN FUNGSI DAERAH ALIRAN SUNGAI (DAS) STUDI KASUS : DPS LOGAWA, KABUPATEN BANYUMAS","year":2023,"lang":"id","type":"article","venue":"CIVeng Jurnal Teknik Sipil dan Lingkungan","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Humanities; Philosophy","score_opus":0.022611432621977054,"score_gpt":0.25234169168450765,"score_spread":0.22973025906253058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386329878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97291136,0.0029886512,0.0003863822,0.001890077,0.004778143,0.0022166,0.00015443127,0.0029635625,0.011710795],"genre_scores_gemma":[0.97270703,0.0019929996,0.00033525866,0.00025397184,0.0029703784,0.00018689223,0.0019277342,0.0007751781,0.018850543],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.98942685,0.0008807118,0.002459691,0.0022556002,0.0018787613,0.0030983859],"domain_scores_gemma":[0.9943884,0.00063657254,0.0009236256,0.0023033444,0.00057079754,0.0011772456],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0025686566,0.0021849077,0.0021047937,0.0015940457,0.0019080228,0.0012679199,0.002300455,0.0009478935,0.00007310768],"category_scores_gemma":[0.00049146236,0.0024138826,0.0010904714,0.0030689193,0.0004501286,0.0013514354,0.00092914153,0.0025404724,0.0005778459],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003079932,0.0035077261,0.24624951,0.010027896,0.016990894,0.0087252725,0.046349004,0.047255304,0.40213358,0.03919051,0.110294305,0.06619608],"study_design_scores_gemma":[0.015565944,0.002567869,0.5505504,0.003950702,0.004481801,0.0003386522,0.020835709,0.042549387,0.02071813,0.0006588209,0.32903245,0.00875015],"about_ca_topic_score_codex":0.00018113086,"about_ca_topic_score_gemma":0.0005649027,"teacher_disagreement_score":0.38141546,"about_ca_system_score_codex":0.0007803306,"about_ca_system_score_gemma":0.00029845178,"threshold_uncertainty_score":0.99976885},"labels":[],"label_agreement":null},{"id":"W4388574873","doi":"10.18280/ijdne.180503","title":"Evaluating Spatial Data Infrastructure for Subak Management in Tabanan Regency, Bali, Indonesia","year":2023,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitas Udayana","keywords":"Business; Environmental resource management; Economics","score_opus":0.029387607696322784,"score_gpt":0.3007187189548937,"score_spread":0.27133111125857096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388574873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66988003,0.0005963235,0.32377735,0.0011985052,0.0033897357,0.00053925853,0.00007600676,0.000080120604,0.00046267107],"genre_scores_gemma":[0.98801994,0.0008109691,0.010519491,0.00009367265,0.0002811127,0.0000067933756,0.00020359732,0.0000181055,0.000046333054],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99914145,0.00001999898,0.00032151488,0.000118344804,0.00027000724,0.00012870597],"domain_scores_gemma":[0.9995686,0.00008139699,0.00010752131,0.00011504123,0.000098971264,0.000028460869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006282191,0.0001015313,0.0001245617,0.00039780344,0.000025389874,0.00006418304,0.00042084156,0.00009770503,0.0000054414268],"category_scores_gemma":[0.000034137607,0.000095026095,0.000031481053,0.00017602407,0.000008349422,0.00031080208,0.00009040257,0.00022564306,0.0000010367502],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005272,0.00004643973,0.019875135,0.00023167519,0.0010693446,0.00025877546,0.0003731524,0.21684733,0.0014908154,0.005098196,0.021836948,0.732345],"study_design_scores_gemma":[0.0010239289,0.000044706037,0.06147602,0.0000745567,0.00004845681,0.000019238247,0.000088223635,0.9296288,0.00002939821,0.0053682476,0.0020810685,0.00011738615],"about_ca_topic_score_codex":0.0000055445726,"about_ca_topic_score_gemma":0.00006588923,"teacher_disagreement_score":0.7322276,"about_ca_system_score_codex":0.000061654886,"about_ca_system_score_gemma":0.000018816812,"threshold_uncertainty_score":0.38750517},"labels":[],"label_agreement":null},{"id":"W4388783146","doi":"10.24036/geografi/vol12-iss2/3553","title":"KAJIAN HIDROGEOLOGI UNTUK IDENTIFIKASI ZONA POTENSI SUMBER AIR BERBASIS PENGINDERAAN JAUH DAN SISTEM INFORMASI GEOGRAFIS (SIG) DI WILAYAH KECAMATAN CIPATAT, KABUPATEN BANDUNG BARAT, JAWA BARAT","year":2023,"lang":"id","type":"article","venue":"JURNAL GEOGRAFI","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Forestry; Humanities; Hydrology (agriculture); Geography; Geology; Art; Geotechnical engineering","score_opus":0.01350502439473306,"score_gpt":0.21708837475093573,"score_spread":0.20358335035620267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388783146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96428967,0.001375961,0.00033129618,0.0025193149,0.003765514,0.001374249,0.00010409366,0.0019412069,0.024298673],"genre_scores_gemma":[0.9828642,0.001715651,0.00005949535,0.00060146814,0.0008406975,0.00022069275,0.002038831,0.0002755809,0.011383399],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99259937,0.00025232555,0.0019714679,0.001232049,0.0014622812,0.002482522],"domain_scores_gemma":[0.99656284,0.00022365124,0.0005553907,0.001398629,0.00044532501,0.0008141854],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0011016888,0.0014702607,0.001359116,0.0012610975,0.0010657461,0.0011063311,0.0012538371,0.00079296017,0.00018521516],"category_scores_gemma":[0.00011864578,0.0015192803,0.00095210667,0.0028649627,0.00023692312,0.0020128656,0.00081132,0.0013756114,0.0013283552],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023651427,0.00025203894,0.9189246,0.0015189513,0.0024393965,0.0015759283,0.002158962,0.015410725,0.00077929854,0.0020285402,0.026688619,0.02798637],"study_design_scores_gemma":[0.0020652935,0.00021861272,0.80782545,0.0004902723,0.0008000009,0.00010058134,0.0013960566,0.02753179,0.00064262474,0.00008938316,0.1570946,0.0017453572],"about_ca_topic_score_codex":0.0006278151,"about_ca_topic_score_gemma":0.0016511312,"teacher_disagreement_score":0.13040598,"about_ca_system_score_codex":0.000410198,"about_ca_system_score_gemma":0.00016108438,"threshold_uncertainty_score":0.9999306},"labels":[],"label_agreement":null},{"id":"W4390354812","doi":"10.35534/ecolciviliz.2023.10007","title":"The Infrastructure of an Ecological Civilization Cultivates Stewardship and Safety","year":2023,"lang":"en","type":"article","venue":"Ecological civilization","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Publishing; Stewardship (theology); The Internet; Civilization; Political science; Library science; Service (business); Public relations; Engineering ethics; Sociology; Engineering; Business; Computer science; World Wide Web; Politics","score_opus":0.009236556812559008,"score_gpt":0.21113588950256668,"score_spread":0.20189933269000768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390354812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944356,0.00005528169,0.00242499,0.00019518886,0.00019434713,0.00029677295,0.0000055122728,0.00041047274,0.0019818014],"genre_scores_gemma":[0.99880785,0.00067423447,0.00008458138,0.000043122836,0.00004771203,0.000027942559,0.00018814843,0.000009919493,0.00011650264],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99925363,0.00007688296,0.0002350207,0.00014436936,0.00012088105,0.00016919377],"domain_scores_gemma":[0.9995528,0.00019633837,0.000048106645,0.00011243778,0.000051051265,0.000039300685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031156768,0.000104743,0.000120114106,0.0000574365,0.00017465591,0.000043098702,0.00010684835,0.00012479868,0.00008386776],"category_scores_gemma":[0.00021738201,0.00006912872,0.000023194807,0.00041742725,0.00006096903,0.00013630338,0.00005301986,0.00007511568,0.000008301717],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025531917,0.0002684461,0.30322424,0.0006548754,0.00019775867,0.00001574998,0.0013207444,0.4293451,0.010913145,0.13349098,0.018417856,0.1018958],"study_design_scores_gemma":[0.00023762323,0.00009300091,0.84274143,0.0000083874675,0.000011130239,5.5975306e-7,0.00016382025,0.14673197,0.00024312298,0.0060623856,0.0036154354,0.00009110005],"about_ca_topic_score_codex":0.0000013426876,"about_ca_topic_score_gemma":0.00019108117,"teacher_disagreement_score":0.5395172,"about_ca_system_score_codex":0.000027472579,"about_ca_system_score_gemma":0.0000062075305,"threshold_uncertainty_score":0.28189874},"labels":[],"label_agreement":null},{"id":"W4390420972","doi":"10.4108/eai.23-11-2022.2341583","title":"Water Quality Status of an Urban River in Jakarta – Nature-Based Solution Recommendations for Water Quality Improvement","year":2023,"lang":"en","type":"article","venue":"","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"U.S. Forest Service; Universitas Pertamina","keywords":"Watershed; Water quality; Water resource management; Drainage basin; Environmental science; Hydrology (agriculture); Quality (philosophy); Bank; Geography; Geology; Ecology; Computer science; Cartography","score_opus":0.03743632640911008,"score_gpt":0.30243624329806207,"score_spread":0.26499991688895197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390420972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99018383,0.0000033646766,0.00681383,0.0013887439,0.00027049388,0.00043940495,0.00003958016,0.00021783629,0.00064291776],"genre_scores_gemma":[0.9964148,0.000006422107,0.00074602454,0.00017582961,0.000027001337,0.00011472727,0.0018966174,0.000013017248,0.00060558296],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99906045,0.000039091658,0.0003345193,0.00014429034,0.000102991464,0.00031864972],"domain_scores_gemma":[0.9996749,0.000034614244,0.000020605241,0.00018704463,0.000046286656,0.000036513815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006039393,0.00009257453,0.00012246819,0.00013579472,0.000039936258,0.000017166054,0.000066532666,0.00007548451,0.00007734721],"category_scores_gemma":[0.00001112348,0.00006624352,0.00004484944,0.00009554458,0.000011810283,0.00020227043,0.000024598847,0.000072301016,0.000015751692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049057195,0.000618949,0.038965132,0.0019430576,0.00027840454,0.0000016184065,0.007860585,0.01618371,0.8032325,0.022641005,0.05883009,0.048954412],"study_design_scores_gemma":[0.0038021933,0.00019053218,0.11038049,0.00002774194,0.000038455382,2.6726026e-8,0.00082104956,0.13237299,0.67031217,0.0056035817,0.07587668,0.00057408476],"about_ca_topic_score_codex":0.0007562459,"about_ca_topic_score_gemma":0.0012897156,"teacher_disagreement_score":0.1329203,"about_ca_system_score_codex":0.00006689887,"about_ca_system_score_gemma":0.0000064925052,"threshold_uncertainty_score":0.27013323},"labels":[],"label_agreement":null},{"id":"W4401443410","doi":"10.1109/piers62282.2024.10618207","title":"Mangrove and Salt Marsh Detection in a Mangrove-saltmarsh Ecotone Using Segment Anything Model from Drone Imagery","year":2024,"lang":"en","type":"article","venue":"","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Natural Resources","keywords":"Mangrove; Salt marsh; Ecotone; Drone; Marsh; Geology; Remote sensing; Environmental science; Geography; Ecology; Wetland; Oceanography; Biology; Habitat","score_opus":0.011351866571787397,"score_gpt":0.2071901068229189,"score_spread":0.1958382402511315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401443410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81358945,0.00054267235,0.18363492,0.00008271227,0.0002650921,0.00017328918,0.0000046849364,0.00035056012,0.0013565883],"genre_scores_gemma":[0.99417126,0.00016175813,0.0048738,0.0001000884,0.000082644736,0.000022387045,0.000017452701,0.00003580636,0.0005348096],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992868,0.000013954487,0.00019150524,0.00021892632,0.00010224247,0.00018657382],"domain_scores_gemma":[0.9997954,0.000039363185,0.0000121872245,0.000110436275,0.000007604358,0.000035032834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016346535,0.00013906801,0.00012216218,0.00020266254,0.00003173298,0.00014644452,0.00004234575,0.000062872205,0.000033254724],"category_scores_gemma":[0.0000043434848,0.00014464192,0.000028232167,0.00015697016,0.000009062282,0.00045051562,0.000049486167,0.00012444457,0.000012491612],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088103436,0.00006183545,0.0016184787,0.0010057319,0.00028835228,0.00014787703,0.0020794247,0.1528836,0.6243227,0.0012222859,0.0019134954,0.21436808],"study_design_scores_gemma":[0.00021613514,0.000007483176,0.0018459938,0.00009299767,0.000029975883,0.0000019445238,0.00011588194,0.9895422,0.0061199097,0.0016415954,0.00021061413,0.00017527383],"about_ca_topic_score_codex":0.00049759337,"about_ca_topic_score_gemma":0.0006911318,"teacher_disagreement_score":0.8366586,"about_ca_system_score_codex":0.00013006643,"about_ca_system_score_gemma":0.000006986105,"threshold_uncertainty_score":0.5898326},"labels":[],"label_agreement":null},{"id":"W4403239191","doi":"10.29313/bcsurp.v4i3.14845","title":"Pengaruh Cadangan Karbon terhadap Karbondioksida Terlarut berdasarkan Penggunaan Lahan di Kecamatan Cikajang, Kabupaten Garut","year":2024,"lang":"en","type":"article","venue":"Bandung Conference Series Urban & Regional Planning","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Environmental science","score_opus":0.024448051377467157,"score_gpt":0.22203314501470445,"score_spread":0.19758509363723728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403239191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87798,0.006394886,0.0042942865,0.0027777269,0.0024091061,0.00096618914,0.000058882448,0.0039071026,0.101211846],"genre_scores_gemma":[0.9902861,0.00014106135,0.00020646473,0.00013449267,0.0005108446,0.0000851728,0.00047749106,0.00010519446,0.008053141],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99782807,0.000055510503,0.00045821402,0.0005561699,0.0004501269,0.0006519113],"domain_scores_gemma":[0.99916655,0.00011635823,0.000065834414,0.00039142405,0.00007330692,0.0001865484],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022655341,0.00051643467,0.00039748262,0.00031141975,0.00024270992,0.000631309,0.000415742,0.00019633767,0.00015424636],"category_scores_gemma":[0.000020997573,0.00050526956,0.00014162519,0.00035252128,0.00011651659,0.0009828382,0.000099843906,0.00050979055,0.000049722963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006091977,0.00020067437,0.1629905,0.004258806,0.00252067,0.003197059,0.03138334,0.005633089,0.05002087,0.28659552,0.4232256,0.029364655],"study_design_scores_gemma":[0.0014623567,0.00046017888,0.123949945,0.0033691723,0.00046301368,0.00029245263,0.0051254067,0.08423709,0.0048251515,0.004210908,0.76831675,0.0032875834],"about_ca_topic_score_codex":0.00011710954,"about_ca_topic_score_gemma":0.00013124668,"teacher_disagreement_score":0.3450911,"about_ca_system_score_codex":0.00011852483,"about_ca_system_score_gemma":0.00008791935,"threshold_uncertainty_score":0.9997399},"labels":[],"label_agreement":null},{"id":"W4403264884","doi":"10.14796/jwmm.c526","title":"Urban Flood Mitigation by Implementing LIDs (Case Study: Bendung Watershed in Palembang City)","year":2024,"lang":"en","type":"article","venue":"Journal of Water Management Modeling","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Lembaga Pengelola Dana Pendidikan; Universitas Gadjah Mada","keywords":"Flood myth; Watershed; Water resource management; Environmental planning; Environmental science; Hydrology (agriculture); Geography; Computer science; Geology; Archaeology; Geotechnical engineering","score_opus":0.014269129313952272,"score_gpt":0.22477267681060878,"score_spread":0.2105035474966565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403264884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95255834,0.0002596575,0.04497693,0.00021661044,0.0003960481,0.00030110596,0.0000010221456,0.00010291007,0.0011873526],"genre_scores_gemma":[0.99898064,0.00008086511,0.00040980728,0.00003710136,0.00017512686,0.000016252734,0.000019742207,0.000035021636,0.00024544421],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985016,0.00003354287,0.00069401966,0.0001649129,0.00026818836,0.0003377174],"domain_scores_gemma":[0.99975413,0.000008543429,0.0000386469,0.00011848445,0.000035279216,0.000044907072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083087827,0.00017383539,0.00018821031,0.00060476427,0.000064776366,0.00028366965,0.00013899287,0.000035863686,0.000027999342],"category_scores_gemma":[0.0000014391796,0.00013784529,0.000082412844,0.00021302176,0.000003841845,0.0007137949,0.00008415564,0.00021228012,0.0000051341553],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009762547,0.0004638845,0.028118711,0.0026475925,0.0030015584,0.018342834,0.026428405,0.8182101,0.012253952,0.00046746782,0.016315276,0.07365259],"study_design_scores_gemma":[0.0011512411,0.00007746956,0.00004620452,0.00023006731,0.00023883271,0.0000626372,0.0037879308,0.9875951,0.0013463377,0.00039421956,0.0047973385,0.0002726179],"about_ca_topic_score_codex":0.000043510376,"about_ca_topic_score_gemma":0.00005093153,"teacher_disagreement_score":0.169385,"about_ca_system_score_codex":0.00007768273,"about_ca_system_score_gemma":0.0000029480482,"threshold_uncertainty_score":0.56211674},"labels":[],"label_agreement":null},{"id":"W4404475660","doi":"10.31315/imagi.v4i2.13765","title":"Dampak Emisi PLTU Suralaya terhadap Konsentrasi PM2.5 di Jakarta Raya: Analisis Spasio-Temporal Berbasis Citra Satelit MODIS (2019-2022)","year":2024,"lang":"id","type":"article","venue":"Jurnal Ilmiah Geomatika","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Environmental science","score_opus":0.011240697311990143,"score_gpt":0.22159316874123874,"score_spread":0.2103524714292486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404475660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9628097,0.0103974715,0.0020619417,0.005445755,0.0044137733,0.0009169307,0.00023519612,0.001052235,0.012667006],"genre_scores_gemma":[0.9736443,0.002809468,0.00041457874,0.00033341206,0.0014186493,0.000086135995,0.00082817354,0.00023591182,0.020229377],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946545,0.00020398996,0.0015489706,0.001044948,0.0011584408,0.0013891798],"domain_scores_gemma":[0.9977724,0.0003125508,0.00026769945,0.000950615,0.00016848934,0.00052827626],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00079724577,0.0010758002,0.0010007201,0.00073138287,0.0004016872,0.0015611477,0.0007562604,0.0005155959,0.0015042428],"category_scores_gemma":[0.000082584265,0.0010468467,0.0007703609,0.0014712078,0.00012216672,0.0013375129,0.00026989225,0.0010379036,0.00094803784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041775918,0.00062194787,0.093817614,0.006744388,0.006110466,0.002526259,0.0057030674,0.011591673,0.010371001,0.0072503565,0.7930748,0.06177069],"study_design_scores_gemma":[0.0033974573,0.0004421683,0.30686703,0.0038391163,0.0028513991,0.00028830094,0.0024913615,0.13684145,0.004755779,0.0015468807,0.5323769,0.0043021743],"about_ca_topic_score_codex":0.0011952281,"about_ca_topic_score_gemma":0.0004265766,"teacher_disagreement_score":0.2606979,"about_ca_system_score_codex":0.0004313858,"about_ca_system_score_gemma":0.00021055299,"threshold_uncertainty_score":0.9998298},"labels":[],"label_agreement":null},{"id":"W4404732562","doi":"10.5539/mas.v18n1p39","title":"Tidal And Seasonal Effects on Water Quality in the Matang Mangrove Forest Reserve, Malaysia","year":2024,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiti Putra Malaysia","keywords":"Mangrove; Environmental science; Nature reserve; Forest reserve; Forestry; Fishery; Geography; Ecology; Biology","score_opus":0.01159510659987101,"score_gpt":0.23031083231911553,"score_spread":0.21871572571924452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404732562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98426145,0.00003884283,0.004832895,0.00044051604,0.00007816115,0.00017924292,0.0000011612403,0.00008350507,0.010084203],"genre_scores_gemma":[0.9995749,0.000003467687,0.000053544994,0.00015750331,0.00003003536,0.000048800433,0.0000037931168,0.000006223025,0.00012174636],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993296,0.000009614071,0.00007039349,0.00017393065,0.00023139165,0.00018501723],"domain_scores_gemma":[0.9997847,0.000051149855,0.0000035785565,0.0001356533,0.00000409808,0.000020832484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006032993,0.00006950226,0.00005151418,0.000068018715,0.000059401602,0.00019373714,0.00017560383,0.000018303444,0.0000031567579],"category_scores_gemma":[0.0000036338442,0.00004182544,0.00001003993,0.00016531177,0.00004771485,0.00013343936,0.000048847145,0.00008721095,0.000030204468],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006829049,0.000040408355,0.010255321,0.001204408,0.000023451767,0.00006118798,0.006867667,0.01782973,0.64224935,0.25324452,0.0023377694,0.06581789],"study_design_scores_gemma":[0.00015385993,0.000011871883,0.06144369,0.000032881995,0.0000046397186,0.0000010358289,0.00006248301,0.91246,0.0077028195,0.017375732,0.00062733976,0.00012359163],"about_ca_topic_score_codex":0.000014232193,"about_ca_topic_score_gemma":0.000056919256,"teacher_disagreement_score":0.8946303,"about_ca_system_score_codex":0.000025073192,"about_ca_system_score_gemma":0.000004898562,"threshold_uncertainty_score":0.18682118},"labels":[],"label_agreement":null},{"id":"W4406112978","doi":"10.36574/jpp.v8i3.614","title":"Synchronization Of the RTRW Utilization Program to The RPJMD and RKPD of North Lampung District In 2020-2024","year":2024,"lang":"en","type":"article","venue":"Jurnal Perencanaan Pembangunan The Indonesian Journal of Development Planning","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Spatial planning; Mandate; Government (linguistics); Business; Geography; Operations management; Operations research; Environmental planning; Political science; Mathematics; Engineering; Law","score_opus":0.014060965812364115,"score_gpt":0.2315979157784736,"score_spread":0.2175369499661095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406112978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99366224,0.0012049729,0.0034248114,0.00076686457,0.00042076933,0.00029043635,0.000002391485,0.000015807389,0.00021169311],"genre_scores_gemma":[0.99951893,0.00007445655,0.00018546148,0.000024032135,0.00007827399,0.000008939367,0.000005769712,0.000014327997,0.00008983207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998805,0.000053047857,0.0005821389,0.00008549018,0.0003221429,0.00015216706],"domain_scores_gemma":[0.9995427,0.00006331246,0.00017456352,0.000103699866,0.00007551086,0.000040171934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000461765,0.00012996656,0.00017129038,0.00019763302,0.000089926856,0.000080116435,0.000278908,0.000031774904,0.0000049925975],"category_scores_gemma":[0.000036280275,0.00006959703,0.00005020701,0.0008709752,0.00003181458,0.00016163426,0.000052278276,0.00023484843,4.1539764e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051590276,0.00004056491,0.65436137,0.0005053589,0.00027223735,0.000045107477,0.010485819,0.03815175,0.00016644977,0.00022782931,0.0028277198,0.2928642],"study_design_scores_gemma":[0.00019942742,0.000050387673,0.9787804,0.0008441571,0.000053550455,0.000046488574,0.0007151123,0.014089614,0.00033253717,0.000030684405,0.0047536204,0.00010402511],"about_ca_topic_score_codex":0.000008646273,"about_ca_topic_score_gemma":0.00018933632,"teacher_disagreement_score":0.32441902,"about_ca_system_score_codex":0.00007730826,"about_ca_system_score_gemma":0.00015626602,"threshold_uncertainty_score":0.28380844},"labels":[],"label_agreement":null},{"id":"W4406444412","doi":"10.1016/s0967-0653(97)81213-6","title":"10.1016/s0967-0653(97)81213-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Juvenile; Zoology; Biology; Fishery; Ecology","score_opus":0.005531058372706723,"score_gpt":0.1445597470824906,"score_spread":0.13902868870978385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406444412","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029625255,0.00003452344,0.000012772689,0.00013555588,0.000002303373,0.000103676924,0.000002215726,0.00037133883,0.9990414],"genre_scores_gemma":[0.00015345517,5.70406e-7,0.000063780775,0.000031475,0.000094186275,0.000017409558,0.000020513628,0.000018272816,0.99960035],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996032,0.0000057383645,0.00008766268,0.000084709456,0.0000746762,0.00014397617],"domain_scores_gemma":[0.99979174,0.000008987853,0.0000050626336,0.00013769812,0.000009515336,0.00004697497],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004497344,0.00008218227,0.00007131582,0.00004544981,0.000026988597,0.000029941062,0.000093441966,0.000029540519,0.9956253],"category_scores_gemma":[0.0000032613536,0.00008467144,0.00002489666,0.00012161315,0.0000044713647,0.00008914572,0.000011230507,0.000042680866,0.9991008],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008080702,0.0000051603915,5.442721e-8,0.000007333046,0.000012102737,0.0000013533958,0.000008024919,0.0013609835,0.000007272872,0.0000025069767,0.2104464,0.7881407],"study_design_scores_gemma":[0.00013025981,0.000019040217,0.000015053128,0.000007190973,0.00001048415,4.9846045e-7,5.831879e-7,0.004498306,0.00005895064,0.000010219368,0.99513316,0.00011626361],"about_ca_topic_score_codex":0.000008618149,"about_ca_topic_score_gemma":4.1680343e-7,"teacher_disagreement_score":0.7880245,"about_ca_system_score_codex":0.000015507881,"about_ca_system_score_gemma":0.0000024255155,"threshold_uncertainty_score":0.3452801},"labels":[],"label_agreement":null},{"id":"W4407553662","doi":"10.58839/jd.v21i2.1438","title":"PENERAPAN METODE CCME-WQI UNTUK MENGANALISIS KUALITAS AIR DANAU DI PESISIR KAMPUNG YOBEH DISTRIK SENTANI KABUPATEN JAYAPURA","year":2025,"lang":"en","type":"article","venue":"DINAMIS","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.005490704929322573,"score_gpt":0.2083538061709817,"score_spread":0.20286310124165913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407553662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9066031,0.0008095479,0.022969155,0.0016427303,0.0009144642,0.00046004742,0.0000680013,0.001013532,0.06551943],"genre_scores_gemma":[0.9938761,0.00012697435,0.00021775757,0.0001948313,0.00008574488,0.00006410136,0.00028282384,0.000035626745,0.005116038],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876744,0.000051758212,0.00032387234,0.00029400858,0.00021409839,0.00034885597],"domain_scores_gemma":[0.9993718,0.000064735366,0.000044686272,0.00039642229,0.000048244066,0.000074096286],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019444985,0.00026129742,0.00028306068,0.00019296064,0.00015999493,0.00009416667,0.00027659413,0.000093009185,0.000101620986],"category_scores_gemma":[0.000023142793,0.00025856213,0.00013208133,0.0005666849,0.000025435167,0.00024271253,0.000088215405,0.00014805736,0.000035252328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021825988,0.00060380646,0.22297136,0.002627743,0.004815952,0.0001663489,0.005164284,0.026466249,0.029338073,0.21148947,0.38268682,0.113451615],"study_design_scores_gemma":[0.003765285,0.00012318988,0.38874188,0.0004018547,0.0014454429,0.000005825344,0.0057819528,0.13677618,0.026122862,0.0059694257,0.4284381,0.0024280166],"about_ca_topic_score_codex":0.00049685256,"about_ca_topic_score_gemma":0.00029502076,"teacher_disagreement_score":0.20552005,"about_ca_system_score_codex":0.00014254553,"about_ca_system_score_gemma":0.000016416696,"threshold_uncertainty_score":0.99998665},"labels":[],"label_agreement":null},{"id":"W4409605046","doi":"10.61091/jcmcc127b-321","title":"Computational Analysis of Resource Allocation Optimization and Dynamic Planning for Continuing Education under Community Education Governance Framework","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Resource allocation; Corporate governance; Computer science; Continuing education; Business; Knowledge management; Political science; Management science; Medicine; Economics; Medical education; Computer network","score_opus":0.007173179166110876,"score_gpt":0.2583120602510544,"score_spread":0.25113888108494353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409605046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53605443,0.00051305606,0.46061605,0.00008971505,0.0022323986,0.00020785723,0.0000021192743,0.000021433083,0.00026293495],"genre_scores_gemma":[0.97636294,0.000043502114,0.02339472,0.000030807798,0.000110950554,0.0000051435095,0.00003083159,0.000013543461,0.000007578666],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99885345,0.000067565656,0.0006849637,0.000090029454,0.00019644,0.00010754348],"domain_scores_gemma":[0.9980075,0.0008171239,0.0005616865,0.00012218636,0.00045121537,0.00004030135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007826645,0.00014175352,0.0004099812,0.00032188496,0.00016245763,0.00010393774,0.00014286143,0.00010460952,9.1875484e-7],"category_scores_gemma":[0.00023442593,0.00015238154,0.00008218629,0.00053272437,0.000035374975,0.00016823321,0.000048432717,0.00022602576,2.6527033e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042267202,0.00025122034,0.00053784717,0.0004995388,0.00044714694,6.546268e-8,0.0013744236,0.34119183,0.00008307327,0.6458249,0.00017650124,0.009571175],"study_design_scores_gemma":[0.00084674294,0.00008509641,0.0028456203,0.00088862254,0.000664703,0.0000013888306,0.0018991933,0.6876038,0.0000461479,0.30485052,0.00013473666,0.0001334459],"about_ca_topic_score_codex":0.000008066648,"about_ca_topic_score_gemma":6.9597667e-7,"teacher_disagreement_score":0.44030848,"about_ca_system_score_codex":0.00008832207,"about_ca_system_score_gemma":0.00009162681,"threshold_uncertainty_score":0.6213939},"labels":[],"label_agreement":null},{"id":"W4410162575","doi":"10.18280/ijsdp.200425","title":"Evaluating Urban Heat Island Effects in Malang City Parks Using UAV and OBIA Technologies","year":2025,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Urban heat island; Environmental science; Geography; Environmental resource management; Meteorology","score_opus":0.01568078561153816,"score_gpt":0.27296971062813336,"score_spread":0.25728892501659517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410162575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910579,0.0015608501,0.006358592,0.00012373723,0.00021844359,0.00008598808,1.9979906e-7,0.000026754733,0.00056756276],"genre_scores_gemma":[0.9967037,0.000052699972,0.0029751356,0.00003283357,0.000028236163,0.0000035855257,0.0000028812015,0.0000042963843,0.00019665931],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994196,0.000012269353,0.00023301516,0.00006879935,0.00013185473,0.00013440473],"domain_scores_gemma":[0.99972796,0.00007914537,0.00004342598,0.000025091696,0.000110712026,0.000013663364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036543942,0.000083687446,0.00011752846,0.00047865542,0.000053838776,0.00009630373,0.00008830498,0.00004529134,0.0000017938678],"category_scores_gemma":[0.000093206916,0.000078782876,0.000011230846,0.00012740472,0.000012629089,0.00024782095,0.00006907006,0.00012793034,7.476221e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014489333,0.000023185567,0.9199098,0.000536131,0.0003729582,0.0011361671,0.005149281,0.024660327,0.001445871,0.0023758353,0.0011983174,0.04304723],"study_design_scores_gemma":[0.005089022,0.000100600315,0.71104157,0.0038450856,0.00010462465,0.000116980606,0.04646048,0.20366319,0.007491506,0.0077987853,0.013573363,0.00071478385],"about_ca_topic_score_codex":0.000013907783,"about_ca_topic_score_gemma":0.000005068997,"teacher_disagreement_score":0.20886822,"about_ca_system_score_codex":0.000118123986,"about_ca_system_score_gemma":0.00004340261,"threshold_uncertainty_score":0.32126725},"labels":[],"label_agreement":null},{"id":"W4410856866","doi":"10.59188/jurnalsostech.v5i5.32095","title":"Analisis Kualitas Air Di Danau Tondano Menggunakan Evaluasi Temporal, WQI, CCME-WQI, DAN PCA","year":2025,"lang":"id","type":"article","venue":"Jurnal Sosial Teknologi","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental science","score_opus":0.017414732305263914,"score_gpt":0.267028613693134,"score_spread":0.2496138813878701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410856866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88195753,0.004061931,0.0063028904,0.010250181,0.004981779,0.0012146987,0.000069895985,0.0011697594,0.08999133],"genre_scores_gemma":[0.98773366,0.0005809707,0.00028817749,0.0010632845,0.00073152984,0.00008347611,0.00019001587,0.0000740554,0.009254836],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99623096,0.00030763965,0.0010846144,0.0007563084,0.0006311434,0.0009893186],"domain_scores_gemma":[0.9983351,0.00016689116,0.00027830727,0.00081583473,0.00019201185,0.00021185415],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008318479,0.0007132255,0.00079042674,0.0006126706,0.0005146837,0.00030248644,0.0008702615,0.0005569671,0.00029595316],"category_scores_gemma":[0.00023003803,0.0006963396,0.00042647542,0.0011330692,0.00017188124,0.0005530476,0.0004190278,0.0008348001,0.0001651957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010577391,0.0015120864,0.32707688,0.0022804118,0.0065924875,0.00069096935,0.0027784603,0.0053804326,0.022353217,0.10435489,0.43087375,0.09504866],"study_design_scores_gemma":[0.0041050725,0.00073390536,0.3119661,0.0007344734,0.0015115195,0.00001738232,0.0024534732,0.008739611,0.008968208,0.002598129,0.6563139,0.0018582457],"about_ca_topic_score_codex":0.0005179211,"about_ca_topic_score_gemma":0.0003221303,"teacher_disagreement_score":0.22544013,"about_ca_system_score_codex":0.00045550682,"about_ca_system_score_gemma":0.00019687707,"threshold_uncertainty_score":0.9995488},"labels":[],"label_agreement":null},{"id":"W4412812876","doi":"10.29244/jpsl.15.4.669","title":"Water Quality Degradation in the Deli River Watershed, North Sumatra: Impacts of Land Use and Pollution Sources","year":2025,"lang":"en","type":"article","venue":"Jurnal Pengelolaan Sumberdaya Alam dan Lingkungan (Journal of Natural Resources and Environmental Management)","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Universitas Sumatera Utara","keywords":"Watershed; Environmental science; Pollution; Water quality; Water resource management; Land degradation; Land use; Environmental degradation; Water pollution; Hydrology (agriculture); Environmental protection; Geology; Environmental chemistry; Ecology","score_opus":0.008389583769106953,"score_gpt":0.20142568795883262,"score_spread":0.19303610418972567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412812876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99790525,0.0013900416,0.00005091702,0.00025362658,0.000105448904,0.00019535798,0.0000056814215,0.00001145041,0.00008223893],"genre_scores_gemma":[0.9973032,0.0022796092,0.00009653957,0.00011982031,0.000047913392,0.0000022669751,0.000033099393,0.00001229876,0.00010526158],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986533,0.000105489045,0.00055506313,0.00014498777,0.00030610114,0.00023508913],"domain_scores_gemma":[0.9995864,0.00006181956,0.0001583852,0.00012783421,0.000013470401,0.000052060037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005312869,0.00019867385,0.00025450822,0.00028925863,0.00011782228,0.00014018196,0.0001885927,0.000055399596,0.000002356761],"category_scores_gemma":[0.000012192841,0.00012716796,0.00007975679,0.00012293264,0.00011025068,0.00057372893,0.000097657794,0.00028432865,5.2202756e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030385883,0.00008320568,0.97659147,0.0003829563,0.00035535733,0.00003581651,0.0034281071,0.0013068626,0.0059612514,0.0001395989,0.0002645954,0.011146899],"study_design_scores_gemma":[0.0011472658,0.000058981066,0.99039936,0.00011960638,0.00015696808,0.000016448483,0.0021262225,0.0007875212,0.00089969893,0.00007668982,0.004054407,0.00015684207],"about_ca_topic_score_codex":0.00012228808,"about_ca_topic_score_gemma":0.00027082587,"teacher_disagreement_score":0.013807857,"about_ca_system_score_codex":0.00006414384,"about_ca_system_score_gemma":0.0000023847826,"threshold_uncertainty_score":0.5185759},"labels":[],"label_agreement":null},{"id":"W4414517775","doi":"10.18280/ijsdp.200823","title":"Community-Based Adaptation Strategies in Response to Clean Water Scarcity in a Peatland Ecosystem: A Case Study of Banyuasin, South Sumatra, Indonesia","year":2025,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Lembaga Pengelola Dana Pendidikan","keywords":"Peat; Water scarcity; Adaptation (eye); Clean water; Scarcity; Climate change","score_opus":0.019773699199766268,"score_gpt":0.25186930858817846,"score_spread":0.2320956093884122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414517775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965279,0.000023875013,0.002986082,0.000080456324,0.00008739332,0.0002037577,6.8497684e-7,0.000008779805,0.000081045255],"genre_scores_gemma":[0.9996569,9.308962e-7,0.0002554437,0.000021949974,0.000009067217,0.000010393932,0.0000068569766,0.0000051137217,0.000033309916],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99908024,0.00013206994,0.00044642773,0.000055697197,0.00015965666,0.00012590249],"domain_scores_gemma":[0.9995642,0.000087312976,0.00006444292,0.00004353516,0.00021749313,0.000023061653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001213637,0.00008792271,0.00015459095,0.0011858097,0.000052016163,0.000086712105,0.00012061309,0.000030087711,0.0000013976951],"category_scores_gemma":[0.000025458823,0.000077253244,0.000013371725,0.00019439402,0.0000051534366,0.00025520063,0.000040224517,0.0001640135,1.4069585e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025259415,0.00023892868,0.4229011,0.00044429392,0.00019073032,0.008581436,0.24040514,0.32170266,0.00022004933,0.00012004903,0.000063731466,0.0026059235],"study_design_scores_gemma":[0.0025607024,0.00010893617,0.2737528,0.00043286412,0.0000127786825,0.000039893665,0.7172208,0.0050897673,0.0003162909,0.00007305009,0.0002769173,0.000115237934],"about_ca_topic_score_codex":0.00032316553,"about_ca_topic_score_gemma":0.0010146785,"teacher_disagreement_score":0.4768156,"about_ca_system_score_codex":0.00014910103,"about_ca_system_score_gemma":0.00010554088,"threshold_uncertainty_score":0.3150296},"labels":[],"label_agreement":null},{"id":"W4417106875","doi":"10.29300/mjppm.v14i2.9319","title":"Pelatihan Pemanfaatan Teknologi Drone dalam Pembuatan Video Promosi Wisata sebagai Optimalisasi Pengembangan Potensi Desa Wisata Kreatif Terong","year":2025,"lang":"","type":"article","venue":"Manhaj Jurnal Penelitian dan Pengabdian Masyarakat","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Tourism; Scope (computer science); Service (business); Sustainability; Social media; Drone; Community service","score_opus":0.01226063088007238,"score_gpt":0.2268262462642366,"score_spread":0.21456561538416422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417106875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85172796,0.0052168346,0.006097331,0.013506951,0.0049605756,0.00562368,0.0005520253,0.0019150501,0.1103996],"genre_scores_gemma":[0.9696321,0.0012443166,0.0022575553,0.0011028679,0.0013178603,0.00030250326,0.0016479575,0.00045459613,0.022040231],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.988002,0.0009924037,0.0030621088,0.0029866863,0.0015593806,0.0033974084],"domain_scores_gemma":[0.99311393,0.0005669818,0.0008583822,0.0037366375,0.0005607273,0.0011633548],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002219019,0.0026581022,0.00231673,0.0019324232,0.0018454489,0.0025897163,0.0032938044,0.0011382612,0.0011553575],"category_scores_gemma":[0.0006152365,0.0030057188,0.00090446434,0.0022612438,0.0008100075,0.003227316,0.0017616509,0.0028286197,0.00071875507],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004100305,0.003641624,0.28124118,0.019849833,0.0132935755,0.013658831,0.016298572,0.017381838,0.034012053,0.11455063,0.22426091,0.25771064],"study_design_scores_gemma":[0.019303754,0.002912497,0.63446116,0.009855103,0.007375252,0.001501168,0.022518717,0.11596446,0.013585627,0.009108182,0.1498939,0.013520161],"about_ca_topic_score_codex":0.00045226183,"about_ca_topic_score_gemma":0.0023181362,"teacher_disagreement_score":0.35322002,"about_ca_system_score_codex":0.0013515669,"about_ca_system_score_gemma":0.0005789397,"threshold_uncertainty_score":0.9997577},"labels":[],"label_agreement":null},{"id":"W4417346223","doi":"10.30659/jkr.v5i2.47506","title":"Dampak Ekonomi Alih Fungsi Lahan Pertanian Di Kecamatan Lalabata Kabupaten Soppeng","year":2025,"lang":"","type":"article","venue":"Jurnal Kajian Ruang","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Land use; Family business; Agriculture","score_opus":0.009817305482968778,"score_gpt":0.22073377105785327,"score_spread":0.2109164655748845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417346223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8109008,0.0030261609,0.005754948,0.0066561745,0.004432566,0.0009502608,0.00010007088,0.00050666265,0.16767235],"genre_scores_gemma":[0.9853306,0.0006136123,0.00011483719,0.00055216067,0.0006626292,0.000041943145,0.00014055618,0.0000933233,0.012450364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970207,0.00009876571,0.0009207433,0.00064035406,0.00035318997,0.00096623244],"domain_scores_gemma":[0.99854094,0.00009811699,0.0001934619,0.0007962285,0.000103308004,0.0002679653],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000432551,0.0006327943,0.0006060769,0.0005672624,0.00048126958,0.00071747106,0.0007817177,0.00030505404,0.00044889445],"category_scores_gemma":[0.000052016487,0.0006878559,0.00030232125,0.0008276631,0.00006724107,0.0008781246,0.00026858953,0.0006486126,0.00036228634],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052936765,0.0005117275,0.6131299,0.0033568575,0.0037574994,0.00052097806,0.0044526774,0.0061008222,0.012930306,0.079516046,0.07024388,0.20494993],"study_design_scores_gemma":[0.0027760412,0.00013398276,0.6589852,0.0014361922,0.00080090895,0.000016279077,0.0022796406,0.08338648,0.0013434911,0.0007252581,0.24663705,0.0014794922],"about_ca_topic_score_codex":0.00034000882,"about_ca_topic_score_gemma":0.00064963044,"teacher_disagreement_score":0.20347044,"about_ca_system_score_codex":0.00034891308,"about_ca_system_score_gemma":0.0001389667,"threshold_uncertainty_score":0.99955726},"labels":[],"label_agreement":null},{"id":"W6907742278","doi":"10.25077/jtpa.29.1.140-157.2025","title":"WATER RESILIENCE ASSESSMENT DI HULU DAS BATANG ARAU: ANALISIS KESEIMBANGAN SUPPLY â€“ DEMAND BERBASIS PEMODELAN SWAT","year":2025,"lang":"id","type":"article","venue":"Jurnal Teknologi Pertanian Andalas","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Hydrology (agriculture); Water balance; Water supply; Watershed","score_opus":0.008976597402704494,"score_gpt":0.2543689452579113,"score_spread":0.24539234785520683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6907742278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93471265,0.0015908977,0.007406549,0.008705096,0.0015356047,0.0006560018,0.00005745811,0.00040774667,0.04492802],"genre_scores_gemma":[0.9720736,0.0019890864,0.0004951249,0.00070756866,0.0002371193,0.000052646446,0.00014792812,0.000059037484,0.024237871],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965342,0.00019367717,0.00084314536,0.0008036441,0.00052718725,0.0010981056],"domain_scores_gemma":[0.99861807,0.00012597816,0.00012830789,0.0007549996,0.00016306806,0.0002095549],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005915196,0.00066670036,0.0006943075,0.0005650801,0.000598097,0.000567241,0.00074628735,0.00042029168,0.00043238644],"category_scores_gemma":[0.000065897504,0.00052857626,0.00030267905,0.0006521146,0.0001627647,0.0005757058,0.0003214163,0.00077916624,0.000158274],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049562333,0.00075362273,0.8011945,0.001632779,0.0026167983,0.0010221811,0.0033053197,0.007870118,0.039920695,0.0114566125,0.093694955,0.03603678],"study_design_scores_gemma":[0.0032712447,0.00054714124,0.6808481,0.0010517363,0.0010757165,0.00006430748,0.0025790033,0.08499857,0.01713234,0.0010867422,0.20549911,0.0018459453],"about_ca_topic_score_codex":0.00018859329,"about_ca_topic_score_gemma":0.00067468843,"teacher_disagreement_score":0.12034638,"about_ca_system_score_codex":0.000416026,"about_ca_system_score_gemma":0.00012377756,"threshold_uncertainty_score":0.9997166},"labels":[],"label_agreement":null},{"id":"W6977444169","doi":"10.6084/m9.figshare.23788333","title":"Additional file 3 of Determining the benefits and drawbacks of parents using personal connections and social networks for recruitment in research projects: a qualitative study","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"George & Fay Yee Centre for Healthcare Innovation; University of Manitoba; Children's Hospital Research Institute of Manitoba; BC Children's Hospital","funders":"","keywords":"Qualitative research; Social network (sociolinguistics); Qualitative analysis; Personally identifiable information; Qualitative property; Information system","score_opus":0.38178173113425806,"score_gpt":0.42048101063251736,"score_spread":0.0386992794982593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977444169","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14586505,0.000016952665,0.0000010245045,0.000013133127,0.00000916198,0.00080741494,0.8532108,0.000015211963,0.00006122168],"genre_scores_gemma":[0.7909533,0.0000013510838,0.000036600937,0.0000041087583,0.00003837539,0.0026074166,0.20632294,0.000008558445,0.000027351572],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99960774,0.000045935958,0.00009640469,0.00007023756,0.000089547175,0.00009015397],"domain_scores_gemma":[0.9985976,0.001269101,0.000026521224,0.000023668961,0.00007605908,0.000007024112],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000111464375,0.000040191342,0.000066830966,0.0000814182,0.000092774484,0.000013336277,0.000028727032,0.000021864304,0.026187155],"category_scores_gemma":[0.00027549287,0.000035328074,0.000011859247,0.00019801721,0.000008521441,0.000048973536,0.000039228522,0.000051955445,0.0000011743055],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015825814,0.00003102839,0.00019021447,0.00020519801,0.000048201324,3.9303254e-7,0.033653576,0.000529978,0.000001926962,0.000010865393,0.9581698,0.007142989],"study_design_scores_gemma":[0.0017470352,0.0003838208,0.19548017,0.0030628718,0.000026720576,5.783981e-7,0.24715178,0.52464706,0.000010295009,0.00011180401,0.02711298,0.00026491418],"about_ca_topic_score_codex":0.0000060789234,"about_ca_topic_score_gemma":0.000112265894,"teacher_disagreement_score":0.9310568,"about_ca_system_score_codex":0.000014621537,"about_ca_system_score_gemma":0.000013666984,"threshold_uncertainty_score":0.974703},"labels":[],"label_agreement":null},{"id":"W6977684414","doi":"10.6084/m9.figshare.c.6595721","title":"Outcome domains measured in randomized controlled trials of physical activity for older adults: a rapid review","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Randomized controlled trial; Psychological intervention; MEDLINE; Clinical trial; Sports medicine; Outcome (game theory); Activities of daily living; Geriatrics","score_opus":0.06011186519748197,"score_gpt":0.3089378295295137,"score_spread":0.24882596433203175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977684414","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024092576,0.27991575,0.0002330405,0.00040854697,0.0010225936,0.061734963,0.32449147,0.0015370642,0.33063248],"genre_scores_gemma":[0.025398256,0.01024788,0.0003100367,0.0007455983,0.0041117826,0.12599868,0.3064537,0.0034853066,0.52324873],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99868554,0.00021226412,0.0006244513,0.0001814624,0.00016386568,0.00013243633],"domain_scores_gemma":[0.9986512,0.0007855092,0.00031468816,0.00019298322,0.000033670723,0.00002194315],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008567224,0.0002614897,0.0041141016,0.0002037123,0.0000041705375,0.000016305301,0.00011236984,0.00013560448,0.022335934],"category_scores_gemma":[0.004184275,0.00017773625,0.001238953,0.00012563793,0.0000031548782,0.000030608622,0.00001940492,0.000111174224,0.00015843307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002969977,0.000026855167,1.0264615e-7,0.029466199,0.0006446749,0.00000138173,0.000026937816,0.0000028065379,0.00000335777,0.000017733637,0.9621182,0.004721794],"study_design_scores_gemma":[0.27650365,0.000016180515,0.000007261485,0.19538072,0.0013413064,1.4809385e-7,0.000005705499,0.0038482454,0.00002666583,0.00005170663,0.522409,0.00040936883],"about_ca_topic_score_codex":0.000007059145,"about_ca_topic_score_gemma":0.00002725152,"teacher_disagreement_score":0.43970913,"about_ca_system_score_codex":0.000023376344,"about_ca_system_score_gemma":0.000015385998,"threshold_uncertainty_score":0.97855777},"labels":[],"label_agreement":null},{"id":"W6990830792","doi":"","title":"Entre le lisible et le visible","year":2000,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Focus (optics); Set (abstract data type)","score_opus":0.002168662731480038,"score_gpt":0.1218204731043615,"score_spread":0.11965181037288147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990830792","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002746759,0.001378751,0.00023200862,0.010275866,0.00035916414,0.00023069711,0.00019062904,0.000032390642,0.98455375],"genre_scores_gemma":[0.26452386,0.0014314294,0.0010248078,0.0012631206,0.00013870017,0.000012195076,0.00005969075,0.00012284439,0.7314234],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981567,0.00005234942,0.0002999331,0.00028012256,0.0008509813,0.0003598676],"domain_scores_gemma":[0.9993448,0.00010240972,0.00011386307,0.00024045169,2.2174291e-7,0.00019824668],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000074827185,0.00033019626,0.00034170912,0.00004766011,0.000119194025,0.000051532083,0.00024411289,0.00006886268,0.0015325538],"category_scores_gemma":[7.962684e-7,0.00036954935,0.000045282013,0.00009778946,0.00004768403,0.0003728075,0.0001035181,0.00018821776,4.6015185e-8],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017600901,0.00007361058,0.005476046,0.0012497221,0.00045044193,0.00012809942,0.00014198814,0.0031360576,0.004352729,0.8329381,0.10741196,0.04446524],"study_design_scores_gemma":[0.00055705063,0.000030831565,0.011020537,0.00035496248,0.000043273292,0.000002395851,0.0009068681,0.004009407,0.009993539,0.0009634226,0.9716892,0.00042850408],"about_ca_topic_score_codex":0.027600521,"about_ca_topic_score_gemma":0.2059825,"teacher_disagreement_score":0.86427724,"about_ca_system_score_codex":0.00000693742,"about_ca_system_score_gemma":0.0018600887,"threshold_uncertainty_score":0.99987566},"labels":[],"label_agreement":null},{"id":"W6990852875","doi":"","title":"On the Enlightenment of Wetland Protection Systems in Some Foreign Countries to China","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wetland; China; Legislation; Sustainable development; Enlightenment; Wetland conservation; Public participation; Ecosystem","score_opus":0.1418643160966041,"score_gpt":0.4293686784889666,"score_spread":0.2875043623923625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990852875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993286,0.0010110537,0.00046416733,0.00034785323,0.00039732666,0.0011140057,0.0000122725705,0.00006410127,0.0033031986],"genre_scores_gemma":[0.9974902,0.001900263,0.00000523623,0.000061641615,0.0000726746,0.00021214226,0.0000065211552,0.000023636132,0.00022768635],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99876374,0.00007197989,0.00043600303,0.00014073361,0.00039616166,0.00019138653],"domain_scores_gemma":[0.99942636,0.000097961485,0.00015754109,0.00022203676,0.000049438313,0.00004667484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094002974,0.00014644381,0.00029269714,0.00062129565,0.000080735386,0.0003306296,0.00065547414,0.00004527507,0.00029763175],"category_scores_gemma":[0.00005881655,0.00010650663,0.0000491592,0.0007891149,0.000018152632,0.00065661955,0.0001562195,0.00013895571,0.000021294918],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007199494,0.0002493937,0.22516932,0.0019602375,0.0007515342,0.000063842475,0.0019219948,0.26412517,0.1468539,0.035543628,0.3079069,0.014734168],"study_design_scores_gemma":[0.0006479526,0.000034496126,0.9187551,0.0010746712,0.000044579294,0.0000022454615,0.0003599901,0.014277757,0.028244609,0.017644098,0.018515257,0.00039921125],"about_ca_topic_score_codex":0.00063864334,"about_ca_topic_score_gemma":0.000054659024,"teacher_disagreement_score":0.6935858,"about_ca_system_score_codex":0.00007779615,"about_ca_system_score_gemma":0.000014920343,"threshold_uncertainty_score":0.43432143},"labels":[],"label_agreement":null},{"id":"W7005655372","doi":"","title":"Should the legal smoking age be 21?","year":2017,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Raising (metalworking); Legislation; Age groups; Government (linguistics); Work (physics); Public policy","score_opus":0.011727137697204145,"score_gpt":0.18853681803441372,"score_spread":0.17680968033720956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005655372","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000022220658,0.00025170203,0.0000024039082,0.0002982994,0.0005377493,0.00029653433,0.000034995042,0.00033438276,0.9982217],"genre_scores_gemma":[0.001814384,0.0003453002,0.00009910315,0.00030568827,0.0002372853,0.000018481393,0.0001473582,0.00010199431,0.9969304],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911404,0.000019036144,0.00027892969,0.00009794662,0.000282306,0.00020774751],"domain_scores_gemma":[0.9992245,0.000036260866,0.00021890667,0.00044763336,0.00003309471,0.000039623304],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001569873,0.00024457113,0.00023171205,0.000051328567,0.00009588704,0.00013605009,0.000423856,0.00023935862,0.075897895],"category_scores_gemma":[0.000033468925,0.00020007988,0.000106681626,0.0000036494366,0.000069423455,3.282708e-7,0.00006754295,0.00023881246,0.001332833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000738764,0.0000044278045,0.0000015880162,0.00028922292,0.00008649629,0.000014599763,0.000053222346,0.0006202668,1.7230421e-7,0.00010220564,0.99557424,0.0032461633],"study_design_scores_gemma":[0.00022234308,0.000016783333,0.000017776116,0.00015790215,0.00006414146,0.00000862692,0.000033166467,0.00014695023,0.000003768267,0.000006230271,0.9990947,0.00022757621],"about_ca_topic_score_codex":0.0029118282,"about_ca_topic_score_gemma":0.0032650093,"teacher_disagreement_score":0.07456506,"about_ca_system_score_codex":0.00002550027,"about_ca_system_score_gemma":0.0000075364082,"threshold_uncertainty_score":0.9994447},"labels":[],"label_agreement":null},{"id":"W7008867060","doi":"","title":"CritÃ¨res socio-pÃ©dagogiques dans le choix des manuels d'enseignement du franÃ§ais langue Ã©trangÃ¨re (FLE) Ã  l'Institut de Technologie du Cambodge (ITC) : Ã©tude Ã  partir du manuel scolaire \"Sciences et Communication\"","year":2001,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"History of sociology; Context (archaeology); Public accounting","score_opus":0.006710422871942518,"score_gpt":0.1664647252814264,"score_spread":0.15975430240948388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008867060","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.077319615,0.005632505,0.004237796,0.037240032,0.00028910727,0.0007764689,0.00031730303,0.00023412208,0.87395304],"genre_scores_gemma":[0.9415614,0.02457764,0.006452876,0.002214422,0.0001493282,0.00013510304,0.0000908149,0.00012082072,0.02469757],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99735117,0.00016739874,0.00045872288,0.0004091995,0.0010021084,0.0006114004],"domain_scores_gemma":[0.99885505,0.00028714142,0.00022438758,0.0004227167,0.0000023997761,0.00020827845],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007864472,0.000489591,0.00044507932,0.0000780584,0.00068243616,0.00012328174,0.000834684,0.0001528075,0.00067075086],"category_scores_gemma":[0.000015149899,0.00050595717,0.00007884241,0.00016758525,0.00058973866,0.0005796473,0.00032671393,0.00032266605,9.415604e-8],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000118222546,0.00027447147,0.31160113,0.0021661774,0.0009865967,0.00048283717,0.0033661863,0.0041606203,0.0046485323,0.49868777,0.14399195,0.029515503],"study_design_scores_gemma":[0.0011087545,0.00017705631,0.2603772,0.0013213838,0.00025848308,0.00002207454,0.024533434,0.007239426,0.011305222,0.00691941,0.68545157,0.0012860076],"about_ca_topic_score_codex":0.092966355,"about_ca_topic_score_gemma":0.53554606,"teacher_disagreement_score":0.8642418,"about_ca_system_score_codex":0.000095339,"about_ca_system_score_gemma":0.0012402866,"threshold_uncertainty_score":0.9997392},"labels":[],"label_agreement":null},{"id":"W7023912983","doi":"","title":"PERENCANAAN PEMERINTAH DAERAH DALAM MENINGKATKAN KUALITAS PERUMAHAN DI KAWASAN URBAN KOTA MALANG","year":2024,"lang":"en","type":"dissertation","venue":"UMM Institutional Repository (University of Maine at Machias)","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Quality (philosophy); Government (linguistics); Work (physics); Context (archaeology); Data collection; Population","score_opus":0.006204463999555194,"score_gpt":0.17797586456527897,"score_spread":0.1717714005657238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023912983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8104882,0.0007781851,0.00023857818,0.00009485063,0.0019105119,0.0002751735,0.000063160755,0.00032919057,0.18582211],"genre_scores_gemma":[0.9007319,0.0001335909,0.0001682358,0.0000107099395,0.00025722914,0.0000031726383,0.0033255776,0.00004353563,0.09532602],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99841774,0.00004362398,0.0003012137,0.00045190513,0.00049590203,0.00028963073],"domain_scores_gemma":[0.9992538,0.000027819338,0.00013917687,0.0003452243,0.00010417005,0.00012977284],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001252959,0.00037785247,0.00036699005,0.00032622486,0.00057879655,0.000054338703,0.00041357276,0.00025631252,0.00028221164],"category_scores_gemma":[0.000009554848,0.00047366682,0.00025922843,0.0002513351,0.00011535267,0.0002799563,0.00012447275,0.00037502858,0.0000817309],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021907152,0.0009148129,0.045532297,0.02041928,0.010138843,0.005324418,0.056886442,0.04902788,0.080133565,0.40633348,0.30979756,0.013300719],"study_design_scores_gemma":[0.0035334371,0.00051784224,0.28588498,0.003037643,0.0031616348,0.00026273832,0.032652996,0.09392423,0.002660617,0.0010479102,0.56901073,0.004305209],"about_ca_topic_score_codex":0.00069561246,"about_ca_topic_score_gemma":0.0019795927,"teacher_disagreement_score":0.40528557,"about_ca_system_score_codex":0.00048131502,"about_ca_system_score_gemma":0.00015635972,"threshold_uncertainty_score":0.9997715},"labels":[],"label_agreement":null},{"id":"W7042281389","doi":"","title":"Pemetaan Ekosistem Mangrove Menggunakan Citra Multisumber (Sentinel-2A dan Sentinel-1) Berbasis Cloud Computing di Teluk Balikpapan","year":2023,"lang":"en","type":"dissertation","venue":"UMS Library Center of Academic Activities (Universitas Surakarta)","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Mangrove; Bay; Land cover; Normalized Difference Vegetation Index; Vegetation (pathology); Land use; Ecosystem","score_opus":0.010457191438413943,"score_gpt":0.2030783041017633,"score_spread":0.19262111266334936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042281389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9503665,0.00033841233,0.000053690615,0.00021784674,0.0021525163,0.00051222555,0.0001842601,0.0011814293,0.044993136],"genre_scores_gemma":[0.9652417,0.00082057505,0.00009005565,0.00009016977,0.0005459465,0.000011657087,0.007547151,0.00027818777,0.025374604],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9971436,0.00011917674,0.0007129507,0.0006560004,0.00060512574,0.0007630986],"domain_scores_gemma":[0.99861676,0.00020091633,0.0004938147,0.0004547543,0.000048245216,0.00018550099],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016190083,0.0007638668,0.0008788653,0.0008649996,0.00023818323,0.00011635495,0.00075445295,0.0006915254,0.00023501468],"category_scores_gemma":[0.000011186421,0.0009308904,0.0004912314,0.0007322816,0.00008728796,0.0022528968,0.0002706553,0.0011284357,0.000042785476],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000980059,0.0004073612,0.34616768,0.012754516,0.008330577,0.00035173455,0.02902742,0.001763158,0.016749669,0.006647058,0.5593547,0.017466035],"study_design_scores_gemma":[0.0105417585,0.00022089087,0.43332523,0.0080037275,0.0050614513,0.000044482764,0.30491912,0.065911636,0.035321176,0.000470959,0.12721977,0.008959775],"about_ca_topic_score_codex":0.000046926903,"about_ca_topic_score_gemma":0.00002326212,"teacher_disagreement_score":0.43213496,"about_ca_system_score_codex":0.00010285898,"about_ca_system_score_gemma":0.000048340196,"threshold_uncertainty_score":0.9993142},"labels":[],"label_agreement":null},{"id":"W7043469338","doi":"","title":"Study of dipion bottomonium transitions and search for the h&lt;inf&gt;b&lt;/inf&gt;(1P) state","year":2011,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"SLAC National Accelerator Laboratory; Institut National de Physique Nucléaire et de Physique des Particules; Centre National de la Recherche Scientifique; Bundesministerium für Bildung und Forschung; Science and Technology Facilities Council; Alfred P. Sloan Foundation; Natural Sciences and Engineering Research Council of Canada; U.S. Department of Energy; European Commission; Deutsche Forschungsgemeinschaft; Ministerio de Economía y Competitividad; National Science Foundation","keywords":"Branching fraction; Invariant mass; Limit (mathematics); Mass fraction; Branching (polymer chemistry); Particle decay; Measure (data warehouse)","score_opus":0.02413307718766007,"score_gpt":0.2026210405426691,"score_spread":0.17848796335500905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043469338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98721844,0.00020979646,0.0029351478,0.00020844504,0.00011144418,0.0010394362,0.00074222573,0.0003193095,0.0072157355],"genre_scores_gemma":[0.9987489,0.00006297974,0.0002102636,0.00006877456,0.000052051924,0.00011209627,0.00019417031,0.000065689805,0.00048510497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988035,0.00003666902,0.00036400734,0.00023686918,0.00023556493,0.00032340887],"domain_scores_gemma":[0.9993725,0.00012518869,0.000047071433,0.00030420063,0.000039233164,0.00011181143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019205357,0.0002250572,0.00020746907,0.0001465818,0.00015355191,0.00036056145,0.00027465826,0.00006639454,0.00006374874],"category_scores_gemma":[0.000018014536,0.00017880737,0.00008977806,0.00030530442,0.000057602516,0.0020210585,0.00008755461,0.00018819212,0.00005513818],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031572597,0.0051703164,0.6968912,0.003040346,0.0038814624,0.0001439661,0.017749943,0.003757641,0.01105459,0.0317414,0.025491878,0.19792001],"study_design_scores_gemma":[0.011489377,0.0029239475,0.6443545,0.00039278745,0.0008235407,0.000023965553,0.003979953,0.023123348,0.027557518,0.019775996,0.2626336,0.0029214697],"about_ca_topic_score_codex":0.00000476699,"about_ca_topic_score_gemma":0.000017313285,"teacher_disagreement_score":0.2371417,"about_ca_system_score_codex":0.000011918251,"about_ca_system_score_gemma":0.000017978064,"threshold_uncertainty_score":0.7291553},"labels":[],"label_agreement":null},{"id":"W7071836433","doi":"","title":"TOMA DE DECISIONES EN SALUD EN MUJERES CUIDADORAS INFORMALES","year":2005,"lang":"es","type":"article","venue":"Scientific Electronic Library Online (Scientific Electronic Library Online)","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Politics; Context (archaeology); State (computer science); Exploratory research; Work (physics)","score_opus":0.005974628637666965,"score_gpt":0.22142857263589158,"score_spread":0.21545394399822462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071836433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9444098,0.023183635,0.00081070565,0.016375363,0.0040179114,0.0019490839,0.0013833839,0.0035191767,0.004350971],"genre_scores_gemma":[0.80999815,0.0065296963,0.0073331567,0.0014904903,0.0045759054,0.00012195428,0.024153784,0.0006441438,0.14515272],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9856905,0.00075036817,0.002605854,0.0029459542,0.002005818,0.006001521],"domain_scores_gemma":[0.994676,0.000762222,0.0006630876,0.0028258944,0.00015385001,0.00091892434],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0021328214,0.001835588,0.0013102967,0.0028215884,0.0017094089,0.008421865,0.004618015,0.0009804646,0.0063262084],"category_scores_gemma":[0.00018263444,0.0018353598,0.00089933455,0.0059527033,0.00092311157,0.018140119,0.0015845626,0.0029419009,0.0014034398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009370037,0.004219711,0.014781873,0.0014463018,0.0016389773,0.00011208789,0.0032468613,0.010212895,0.013718579,0.27930546,0.46047875,0.2099015],"study_design_scores_gemma":[0.0019120631,0.000466031,0.0042606005,0.0004575136,0.0003093724,0.00008060639,0.00050077785,0.111435585,0.010366976,0.013466358,0.85477865,0.0019654422],"about_ca_topic_score_codex":0.000024169676,"about_ca_topic_score_gemma":0.00027212797,"teacher_disagreement_score":0.39429992,"about_ca_system_score_codex":0.00090060296,"about_ca_system_score_gemma":0.006841338,"threshold_uncertainty_score":0.9995902},"labels":[],"label_agreement":null},{"id":"W7071898902","doi":"","title":"Understanding the psychosocial determinants of STD risk among Winnipeg street-involved youth","year":2004,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Health Canada","keywords":"Psychosocial; Chlamydia; Sexually transmitted disease; Public health; Disease control; Reproductive health; Interpersonal communication; Explanatory power","score_opus":0.029898182324811572,"score_gpt":0.19811948167320392,"score_spread":0.16822129934839236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071898902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994136,0.00006201285,0.001975844,0.000020874622,0.0004194278,0.00026749633,0.00004572432,0.00007910893,0.0029935122],"genre_scores_gemma":[0.999207,0.00025457668,0.000060006096,0.0000020156122,0.000044605826,3.2402812e-7,0.00019426718,0.000024391413,0.00021281691],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927396,0.000030738924,0.0001245242,0.00015572483,0.00024942943,0.00016560877],"domain_scores_gemma":[0.9994164,0.00002440402,0.00026855152,0.00020903206,0.00005127923,0.000030324134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000116307536,0.00017965258,0.00025925465,0.00016323429,0.00019284675,0.000015623442,0.0003091078,0.000187294,0.0000056511735],"category_scores_gemma":[0.0000067867422,0.00019883756,0.00013684301,0.00020517652,0.00006811653,0.00017063424,0.000025193269,0.00020497109,0.0000037047519],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018566356,0.0000604777,0.9829245,0.0010139449,0.0005332165,0.000015803926,0.007197271,0.003013261,0.00006963213,0.00080202764,0.0025802236,0.0016039337],"study_design_scores_gemma":[0.0007388228,0.000045140874,0.65919703,0.0003047814,0.0004957233,2.0952276e-8,0.33654678,0.001588716,0.00012193374,0.00061959634,0.00008259177,0.00025883506],"about_ca_topic_score_codex":0.0035355706,"about_ca_topic_score_gemma":0.8211337,"teacher_disagreement_score":0.8175981,"about_ca_system_score_codex":0.0001704705,"about_ca_system_score_gemma":0.000030377587,"threshold_uncertainty_score":0.810836},"labels":[],"label_agreement":null},{"id":"W7099254170","doi":"","title":"Published by Canadian Center of Science and Education 129 Fuse Vernacular Landscape in the Design of Urban Wetland Park","year":2016,"lang":"en","type":"article","venue":"","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vernacular; Vernacular architecture; Wetland; Landscape design; Natural (archaeology); Natural landscape","score_opus":0.006147029141770643,"score_gpt":0.17410140468438887,"score_spread":0.16795437554261822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099254170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98379457,0.00010175217,0.0015205449,0.0011440073,0.00009815342,0.0001986865,0.000004747332,0.000011543266,0.013126003],"genre_scores_gemma":[0.99960196,0.00003665843,0.00007547027,0.00007721785,0.000007670457,0.0000071389763,0.0000033340025,0.000002530596,0.00018799515],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99967366,0.000010559489,0.000078665274,0.000057221314,0.000094344716,0.00008553118],"domain_scores_gemma":[0.99980783,0.000018976069,0.000013582576,0.00009529022,0.00003663762,0.000027674738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029005745,0.000035520156,0.00004245262,0.000111465175,0.00001603211,0.000021815824,0.000108152526,0.000013800887,0.00002659095],"category_scores_gemma":[0.000027206246,0.000019987578,0.0000047900235,0.00017673027,0.00003823249,0.00021978913,0.0000062447107,0.000014150534,7.094133e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012666623,0.000051938347,0.5718557,0.00006211683,0.00001893826,5.546133e-7,0.0010035632,0.00004647768,0.022469018,0.0038319337,0.38789302,0.01275404],"study_design_scores_gemma":[0.0027529497,0.0001076972,0.85788983,0.0001822034,0.000039364233,0.0000030181318,0.0016104196,0.011655191,0.016053211,0.0011816208,0.10808505,0.00043945303],"about_ca_topic_score_codex":0.0042570857,"about_ca_topic_score_gemma":0.0066063465,"teacher_disagreement_score":0.2860341,"about_ca_system_score_codex":0.000019299372,"about_ca_system_score_gemma":0.0000611105,"threshold_uncertainty_score":0.6435469},"labels":[],"label_agreement":null},{"id":"W7111186143","doi":"10.24815/pesare.v3i3.49720","title":"Advokasi Kesiapsiagaan Bencana Gunung Api Berbasis Budaya dan Teknologi: Cerita Gunung Seulawah dan Gunung Fuji pada Festival Bunkasai USK 2025","year":2025,"lang":"","type":"article","venue":"Jurnal Pengabdian Sains dan Rekayasa.","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Preparedness; Disaster preparedness; Mount; Service (business); Community resilience; Cultural heritage; Emergency management; Resilience (materials science); Interactive media","score_opus":0.013564397926526686,"score_gpt":0.23667737464033128,"score_spread":0.2231129767138046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111186143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83843344,0.0066959215,0.004652877,0.012781857,0.008063964,0.003885932,0.0002927441,0.0016286207,0.12356465],"genre_scores_gemma":[0.9714446,0.0028264767,0.0021385348,0.0017533968,0.0019119984,0.00027582518,0.0006936106,0.00039298306,0.018562548],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98810405,0.00094530964,0.0032407464,0.0026105891,0.0016874991,0.0034117913],"domain_scores_gemma":[0.99362546,0.0008206804,0.0009401393,0.0028057466,0.0005984414,0.0012095006],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0019799334,0.0024974854,0.0023299803,0.0023466332,0.0021760482,0.001609135,0.0028846832,0.0014125843,0.00032011396],"category_scores_gemma":[0.00082922186,0.0028103855,0.0012253943,0.004084555,0.0005545626,0.0019899933,0.0010985684,0.0034353677,0.00020032412],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009482972,0.001833306,0.36615437,0.0055525424,0.0074862093,0.004034729,0.003996427,0.013494684,0.024928294,0.06385488,0.19738173,0.3103345],"study_design_scores_gemma":[0.006747739,0.0007530532,0.42426825,0.003864493,0.0029225193,0.00018741138,0.008546613,0.030219827,0.0041032713,0.0013334441,0.5117707,0.005282668],"about_ca_topic_score_codex":0.0012705425,"about_ca_topic_score_gemma":0.0037741247,"teacher_disagreement_score":0.31438896,"about_ca_system_score_codex":0.0021689804,"about_ca_system_score_gemma":0.0011104544,"threshold_uncertainty_score":0.9998838},"labels":[],"label_agreement":null},{"id":"W7114907237","doi":"10.25105/bhuwana.v5i2.24280","title":"KAJIAN DAYA DUKUNG LAHAN BERDASARKAN RENCANA POLA RUANG RTRW 2012 – 2032 KOTA TANGERANG","year":2025,"lang":"","type":"article","venue":"JURNAL BHUWANA","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Natural regeneration; Land use; Soil conservation","score_opus":0.007286160292166319,"score_gpt":0.21789396009881917,"score_spread":0.21060779980665284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7114907237","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21855123,0.027850632,0.010501409,0.023390323,0.013190849,0.0017305512,0.0001495901,0.00075650355,0.7038789],"genre_scores_gemma":[0.9129967,0.0012914452,0.00037088798,0.0012767927,0.0011372971,0.000035053534,0.0000874054,0.00009217543,0.08271225],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968119,0.00011974805,0.0009111838,0.0006004721,0.000517227,0.0010394488],"domain_scores_gemma":[0.9984966,0.00010558901,0.00020849961,0.00075593434,0.00013942266,0.00029398507],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000572453,0.0006231068,0.00060209713,0.0007861439,0.00050584896,0.0004666699,0.00059517386,0.0003164036,0.0010591267],"category_scores_gemma":[0.000060483166,0.00068979186,0.00032088725,0.0013103335,0.00007692063,0.0009942155,0.00022614948,0.0007180939,0.0002669985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002295508,0.000251426,0.02313582,0.0013489762,0.0021695427,0.0002866718,0.001201827,0.0012475409,0.0079946695,0.038624115,0.7374714,0.18603843],"study_design_scores_gemma":[0.0018929796,0.00009794978,0.107660145,0.001029339,0.0008054439,0.000012745227,0.00050861854,0.014815251,0.000721182,0.001599983,0.86971486,0.0011415064],"about_ca_topic_score_codex":0.0013082703,"about_ca_topic_score_gemma":0.0020879372,"teacher_disagreement_score":0.69444543,"about_ca_system_score_codex":0.0003642762,"about_ca_system_score_gemma":0.00016824607,"threshold_uncertainty_score":0.999854},"labels":[],"label_agreement":null},{"id":"W7117374402","doi":"10.36873/jht.v20i2.23194","title":"Dinamika Kebijakan REDD+ Di Kalimantan Tengah: Dari Implementasi Awal (2007–2012) Hingga Reaktivasi Tahun 2025","year":2025,"lang":"","type":"article","venue":"HUTAN TROPIKA","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Deforestation (computer science); Work (physics); Environmental degradation","score_opus":0.01199408848940749,"score_gpt":0.24654186533478598,"score_spread":0.23454777684537848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117374402","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29554144,0.009315612,0.031042395,0.012154429,0.024961933,0.005096208,0.00058386306,0.0024944446,0.6188097],"genre_scores_gemma":[0.9300672,0.002344616,0.0010200964,0.0009627406,0.0012102847,0.0001708847,0.0005652498,0.00016725945,0.06349166],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949114,0.00021554771,0.00144083,0.0011501083,0.00066598883,0.0016161585],"domain_scores_gemma":[0.9976625,0.0001799676,0.00028879647,0.0013945422,0.00017779019,0.00029638986],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000554903,0.0010065595,0.0009188133,0.0007014541,0.00079315144,0.0005898473,0.0009443828,0.00039022972,0.00217766],"category_scores_gemma":[0.000110730885,0.0010998514,0.00040909354,0.0012598608,0.00015577469,0.00091851596,0.0005834123,0.000848354,0.00030406867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005140777,0.00057204877,0.06447454,0.0019771124,0.002433879,0.00039861092,0.0012145701,0.0005768342,0.005202369,0.1425811,0.5900084,0.19004647],"study_design_scores_gemma":[0.0032373045,0.00026374342,0.0962171,0.0006664101,0.0009852608,0.000012035689,0.0014155316,0.006755679,0.0011659317,0.0024850117,0.8854341,0.0013618661],"about_ca_topic_score_codex":0.00048275047,"about_ca_topic_score_gemma":0.000605935,"teacher_disagreement_score":0.6345258,"about_ca_system_score_codex":0.00072855956,"about_ca_system_score_gemma":0.00020431924,"threshold_uncertainty_score":0.99914515},"labels":[],"label_agreement":null},{"id":"W7117382194","doi":"10.36873/jht.v20i2.22996","title":"Pendekatan Citra Satelit Dalam Analisis Perubahan Vegetasi Di Daerah Pesisir Baurung","year":2025,"lang":"","type":"article","venue":"HUTAN TROPIKA","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Hydrology (agriculture); Vegetation (pathology); Population","score_opus":0.00801233662684179,"score_gpt":0.21876674037264723,"score_spread":0.21075440374580545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117382194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80409026,0.011362034,0.012126213,0.00448598,0.0061674532,0.0015317322,0.000077241086,0.0010503136,0.15910874],"genre_scores_gemma":[0.98235935,0.0022558712,0.00032757432,0.00037455658,0.00045760718,0.0000651313,0.0001720671,0.00009056813,0.013897253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966544,0.00014059985,0.00091235514,0.0008419215,0.0005008041,0.0009499406],"domain_scores_gemma":[0.99835575,0.000118809585,0.00014427562,0.0010409653,0.00013117358,0.00020905735],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002894446,0.0007043214,0.0006928014,0.00059201475,0.00041555837,0.00054409937,0.0006727757,0.00030924781,0.0008017414],"category_scores_gemma":[0.00006669394,0.0007829952,0.00038462694,0.0011872139,0.00009196637,0.0005831884,0.00022576597,0.0005288396,0.0001447081],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005606906,0.0008081644,0.35204166,0.00664738,0.0055793687,0.0005186512,0.004005773,0.0057073166,0.020326551,0.26121917,0.043458853,0.2991264],"study_design_scores_gemma":[0.002880066,0.00018112395,0.69353664,0.00084178924,0.00149432,0.000007776528,0.0017242456,0.046463903,0.0028493472,0.002081755,0.24623859,0.0017004217],"about_ca_topic_score_codex":0.00017657233,"about_ca_topic_score_gemma":0.00032826306,"teacher_disagreement_score":0.341495,"about_ca_system_score_codex":0.00031877062,"about_ca_system_score_gemma":0.00011722398,"threshold_uncertainty_score":0.9994621},"labels":[],"label_agreement":null},{"id":"W7117719692","doi":"10.33751/jekota.v2i2.129","title":"Penilaian Tingkat Keterwujudan Pola Ruang Provinsi Banten sebagai Instrumen Evaluasi RTRW","year":2025,"lang":"","type":"article","venue":"Jendela Kota Jurnal Perencanaan dan Pengembangan Wilayah dan Kota","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Wildlife corridor; Biodiversity hotspot; Ethnic community","score_opus":0.01400695584021932,"score_gpt":0.23682819172727013,"score_spread":0.2228212358870508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117719692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88699335,0.003201819,0.00048450692,0.0040055774,0.004221414,0.0023499068,0.00019656958,0.0007362055,0.097810656],"genre_scores_gemma":[0.9803154,0.0014517807,0.00028283428,0.0012218346,0.0013638618,0.00018922171,0.0005574832,0.0003650367,0.014252539],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98924726,0.00068234844,0.0027543206,0.0023413943,0.0018205834,0.003154096],"domain_scores_gemma":[0.9945029,0.00029923074,0.00086423213,0.0026016114,0.00060420315,0.0011277959],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001867953,0.0022489622,0.0019440571,0.0020372707,0.001548596,0.0019381262,0.002821819,0.0009018749,0.00047596465],"category_scores_gemma":[0.00035063943,0.0024341776,0.0009939629,0.002670759,0.00043115803,0.0020260238,0.0013117603,0.0026834335,0.0001873078],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013324436,0.0016062198,0.2803185,0.005763781,0.0074651013,0.0012743104,0.0093920985,0.0019924985,0.0211416,0.024525749,0.1391681,0.5060196],"study_design_scores_gemma":[0.011768043,0.0019862524,0.44157174,0.0052468823,0.004801626,0.00031686327,0.015112616,0.13379426,0.002981823,0.0011955688,0.37354776,0.0076765446],"about_ca_topic_score_codex":0.0015797924,"about_ca_topic_score_gemma":0.00470714,"teacher_disagreement_score":0.49834305,"about_ca_system_score_codex":0.0016205822,"about_ca_system_score_gemma":0.0012966155,"threshold_uncertainty_score":0.99975127},"labels":[],"label_agreement":null},{"id":"W7119509617","doi":"10.24252/teknosains.v19i3.51811","title":"Arahan pengembangan penyediaan ruang terbuka hijau publik di Kecamatan Tallo dan Kecamatan Bontoala Kota Makassar","year":2025,"lang":"","type":"article","venue":"TEKNOSAINS MEDIA INFORMASI SAINS DAN TEKNOLOGI","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"","score_opus":0.01343642093452774,"score_gpt":0.22230002902684917,"score_spread":0.20886360809232143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119509617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7283254,0.0040384317,0.0041929246,0.00632808,0.012038562,0.00487101,0.00030880774,0.0046878536,0.23520891],"genre_scores_gemma":[0.9779143,0.0029786073,0.0012979736,0.0017342954,0.0012799307,0.00043164237,0.003063654,0.00030440246,0.0109952465],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98923725,0.0003496379,0.003388056,0.001719024,0.0015476595,0.0037583977],"domain_scores_gemma":[0.9934497,0.0007607258,0.0009790616,0.0033500204,0.00049345597,0.0009670568],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0019762318,0.0024417506,0.0021668987,0.0034988713,0.0011720095,0.0017182737,0.0037414317,0.0016941188,0.0002523946],"category_scores_gemma":[0.0016099507,0.0025203833,0.000860125,0.0040145745,0.00084167154,0.0039314413,0.0020560783,0.0026578878,0.00035610347],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000603808,0.0016909335,0.10832375,0.0056262645,0.004180164,0.000977076,0.021322055,0.001844015,0.0047218017,0.28563595,0.115021296,0.45005286],"study_design_scores_gemma":[0.007273674,0.0007744276,0.15728742,0.0014477274,0.0011794516,0.00006456156,0.018693462,0.037440564,0.002982734,0.001185795,0.76743364,0.004236526],"about_ca_topic_score_codex":0.0001993786,"about_ca_topic_score_gemma":0.002505491,"teacher_disagreement_score":0.65241235,"about_ca_system_score_codex":0.0018218751,"about_ca_system_score_gemma":0.0007409992,"threshold_uncertainty_score":0.999643},"labels":[],"label_agreement":null},{"id":"W7124243507","doi":"10.29313/jrpwk.v5i2.7559","title":"Persepsi Masyarakat terhadap Perubahan Tata Guna Lahan di Koridor Jalan Ir. H. Djuanda, Kota Bandung","year":2025,"lang":"","type":"article","venue":"Jurnal Riset Perencanaan Wilayah dan Kota","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Land use; Land cover; Vegetation cover; Spatial planning","score_opus":0.01198952522375986,"score_gpt":0.23138035263413853,"score_spread":0.21939082741037866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124243507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91149783,0.0037789873,0.0017464719,0.0049821967,0.00539153,0.0015545314,0.00042866854,0.0005502827,0.070069484],"genre_scores_gemma":[0.9814635,0.0022388361,0.00016904535,0.0007607838,0.0011866576,0.00013555695,0.00070495927,0.00019332544,0.013147315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99317014,0.00029044595,0.0017479815,0.0015828569,0.0011845785,0.002023996],"domain_scores_gemma":[0.9964498,0.00020950339,0.00044769465,0.0018080341,0.00031514667,0.0007697897],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00084339705,0.0015427294,0.0013961964,0.0010970255,0.0010936103,0.0012909776,0.0017901838,0.0005870157,0.0008799355],"category_scores_gemma":[0.00016815291,0.001586605,0.00073309994,0.0016807046,0.00028927103,0.0012229495,0.00066087855,0.0015691104,0.00014290458],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010165978,0.0010079197,0.51166743,0.003555818,0.0046298923,0.0008718222,0.0072522806,0.003827476,0.010422044,0.015747398,0.33282116,0.10718017],"study_design_scores_gemma":[0.0060969954,0.00064920157,0.4588523,0.0020975564,0.0023604946,0.00006637966,0.00954265,0.10213907,0.0010252412,0.0006810404,0.4129603,0.0035287768],"about_ca_topic_score_codex":0.0009936698,"about_ca_topic_score_gemma":0.002156655,"teacher_disagreement_score":0.10365139,"about_ca_system_score_codex":0.00080497673,"about_ca_system_score_gemma":0.00049043616,"threshold_uncertainty_score":0.9997458},"labels":[],"label_agreement":null},{"id":"W7124246323","doi":"10.29313/jrpwk.v5i2.7860","title":"Perencanaan Sebaran Lokasi Ruang Terbuka Hijau Publik Kelurahan Sukarame","year":2025,"lang":"","type":"article","venue":"Jurnal Riset Perencanaan Wilayah dan Kota","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Dominance (genetics); Land use; Land-use planning; Land cover; Sustainability; Urban planning","score_opus":0.009792964596318803,"score_gpt":0.22671267204386097,"score_spread":0.21691970744754216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124246323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8607776,0.0032173276,0.0018584414,0.007009359,0.004898769,0.0014431863,0.00032368075,0.00061969965,0.1198519],"genre_scores_gemma":[0.9761571,0.0016478901,0.00024867765,0.0011803992,0.0009747838,0.0001352323,0.00055934995,0.0001732513,0.018923292],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927247,0.0003117291,0.0020034653,0.0015416058,0.0011964889,0.0022219885],"domain_scores_gemma":[0.9961447,0.00022047992,0.00048448026,0.0018500001,0.00042587746,0.0008744447],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00093742023,0.0015558633,0.0014188483,0.0017231103,0.0009664698,0.0018203807,0.0020135932,0.00070271647,0.0010548469],"category_scores_gemma":[0.00023105576,0.0016493632,0.00076546,0.002578275,0.00032304766,0.0015883476,0.00057834655,0.0017622461,0.00022937692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005264453,0.00083653466,0.3362222,0.00242537,0.004157971,0.00052539544,0.003623196,0.0036063201,0.0028823651,0.03083227,0.3543524,0.26000953],"study_design_scores_gemma":[0.004402146,0.00047736877,0.40778774,0.001750691,0.0016680259,0.000051248826,0.00322813,0.076154776,0.0006408164,0.001760807,0.4988811,0.0031971617],"about_ca_topic_score_codex":0.0024358225,"about_ca_topic_score_gemma":0.0057226284,"teacher_disagreement_score":0.25681236,"about_ca_system_score_codex":0.001044177,"about_ca_system_score_gemma":0.0008788523,"threshold_uncertainty_score":0.9998583},"labels":[],"label_agreement":null},{"id":"W7128532069","doi":"10.36733/alamlestari.v10i2.11558","title":"Pengembangan Perumahan Berbasis Pemberdayaan Masyarakat Desa Wisata Serangan Terintegrasi Di Kota Denpasar","year":2025,"lang":"","type":"article","venue":"Alam Lestari: Jurnal Perencanaan Pembangunan Wilayah dan Pengelolaan Lingkungan","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Tourism; Government (linguistics); Local government; Empowerment; Dispose pattern; Revenue; Scarcity","score_opus":0.01197622954729208,"score_gpt":0.2311726568339547,"score_spread":0.2191964272866626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128532069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95846164,0.005732923,0.0011559124,0.0043625804,0.0052254726,0.0025986675,0.00032860346,0.0013133966,0.020820789],"genre_scores_gemma":[0.9775834,0.0025708103,0.00095866376,0.0009919143,0.001896941,0.0002568685,0.0011142105,0.0006617087,0.013965454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98619676,0.00091312977,0.003526511,0.0033493435,0.001983288,0.0040309546],"domain_scores_gemma":[0.99211,0.0005673864,0.0010305429,0.0037625479,0.0009169425,0.0016125486],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0019310656,0.0035161723,0.002852631,0.0026164108,0.0027960439,0.0025686363,0.0040339893,0.0014286329,0.00033076457],"category_scores_gemma":[0.00045721146,0.0039014497,0.0015847009,0.003197462,0.00092074357,0.0022998715,0.001261544,0.0041867816,0.00022957238],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018241411,0.003364031,0.50996035,0.008460809,0.01155422,0.0025649522,0.023479244,0.0052989633,0.058058478,0.047167245,0.05684561,0.27142194],"study_design_scores_gemma":[0.011921753,0.0020210866,0.57381004,0.0073878337,0.0071975887,0.00037724766,0.02410153,0.039397795,0.018842027,0.002033922,0.30250964,0.010399558],"about_ca_topic_score_codex":0.005744671,"about_ca_topic_score_gemma":0.025061019,"teacher_disagreement_score":0.2610224,"about_ca_system_score_codex":0.0018474332,"about_ca_system_score_gemma":0.0013565279,"threshold_uncertainty_score":0.99986774},"labels":[],"label_agreement":null},{"id":"W7131720751","doi":"10.33701/jiwbp.v15i2.6003","title":"PEMBANGUNAN INFRASTRUKTUR DASAR BERKELANJUTAN DI KAWASAN PERBATASAN SEKITAR POS LINTAS BATAS NEGARA (PLBN) MOTAAIN, KABUPATE BELU, PROVINSI NUSA TENGGARA TIMUR","year":2025,"lang":"","type":"article","venue":"Jurnal Ilmiah Wahana Bhakti Praja","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Load Shedding; Kwame","score_opus":0.006581691430168517,"score_gpt":0.22266781282412465,"score_spread":0.21608612139395614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131720751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9288682,0.0064338436,0.0043667704,0.005441723,0.005432816,0.0037145726,0.00086749083,0.0012435451,0.04363109],"genre_scores_gemma":[0.9834937,0.0021372337,0.0006064397,0.0017058473,0.0015630848,0.00019373024,0.0014118855,0.00034384528,0.008544237],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9912006,0.0004802195,0.0025585238,0.0019154772,0.0013882465,0.002456936],"domain_scores_gemma":[0.99541,0.00028888194,0.00075153285,0.002161418,0.0005651255,0.00082304],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0010951294,0.0020236347,0.0017012364,0.0014916313,0.0012151102,0.0012374992,0.0018396341,0.0010681072,0.00044990281],"category_scores_gemma":[0.00034300567,0.0021151763,0.000843247,0.002356705,0.00030641764,0.002206339,0.0009843966,0.0026856815,0.00046749812],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036834592,0.00342321,0.20794436,0.010749706,0.014880111,0.0031598685,0.012920099,0.035575308,0.024075747,0.035169378,0.35432544,0.2940933],"study_design_scores_gemma":[0.009419939,0.0018326304,0.2660257,0.0033113952,0.0041591018,0.00014570846,0.0041047167,0.1772745,0.0044068517,0.0013172642,0.52256083,0.0054414],"about_ca_topic_score_codex":0.0012326114,"about_ca_topic_score_gemma":0.00081165624,"teacher_disagreement_score":0.28865188,"about_ca_system_score_codex":0.0009854506,"about_ca_system_score_gemma":0.0007003108,"threshold_uncertainty_score":0.9997993},"labels":[],"label_agreement":null},{"id":"W7132854267","doi":"10.33019/d5je0r76","title":"&lt;b&gt;Analisis Kemampuan Lahan di Kabupaten Bangka&lt;/b&gt;","year":2025,"lang":"","type":"article","venue":"Zoning","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Land use; Geographic information system; Land information system; Land-use planning; Land management; Government (linguistics); Spatial analysis; Natural resource","score_opus":0.009769907089428343,"score_gpt":0.2088041445002081,"score_spread":0.19903423741077975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132854267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64008105,0.0070372913,0.055385336,0.003313565,0.004438627,0.000859256,0.000025955942,0.0010514542,0.28780746],"genre_scores_gemma":[0.98397654,0.0005730779,0.000498327,0.0002876092,0.00038264177,0.000059262282,0.00010186953,0.00007382873,0.014046854],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99752414,0.00007942982,0.0006715661,0.00058675674,0.0003491543,0.0007889547],"domain_scores_gemma":[0.9988647,0.00012283759,0.00013340027,0.00064691727,0.00010207371,0.00013004724],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047329697,0.0004871092,0.00049709924,0.00051047007,0.00040173187,0.0004120223,0.0004660034,0.00025578318,0.0005206288],"category_scores_gemma":[0.000091225396,0.0005582045,0.00024399985,0.0011465962,0.00004680342,0.0004734612,0.00028155386,0.0003058478,0.00021258804],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002434609,0.0003690686,0.12738946,0.0038113124,0.004425975,0.00026575365,0.0057950243,0.06254953,0.059852067,0.36132824,0.1360967,0.23787339],"study_design_scores_gemma":[0.002149946,0.00010583402,0.14844964,0.0016625157,0.0009911198,0.0000030446963,0.0005014107,0.25727955,0.002551756,0.0017636649,0.5830845,0.0014570121],"about_ca_topic_score_codex":0.00012446928,"about_ca_topic_score_gemma":0.0003620651,"teacher_disagreement_score":0.4469878,"about_ca_system_score_codex":0.00019894607,"about_ca_system_score_gemma":0.00006018157,"threshold_uncertainty_score":0.99968696},"labels":[],"label_agreement":null},{"id":"W7133130011","doi":"10.33019/tyfxv218","title":"&lt;b&gt;Pemanfaatan Lahan Bekas Tambang Menjadi Pariwisata &lt;/b&gt;&lt;b&gt;d&lt;/b&gt;&lt;b&gt;i Kawasan Benteng Kutopanji Kecamatan Belinyu&lt;/b&gt;&lt;b&gt; &lt;/b&gt;","year":2025,"lang":"","type":"article","venue":"Zoning","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Land use; Sustainability","score_opus":0.012893768337746593,"score_gpt":0.22195923449670085,"score_spread":0.20906546615895427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133130011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57115424,0.10762964,0.039293338,0.017911209,0.03674826,0.020536248,0.0037776805,0.013552757,0.18939665],"genre_scores_gemma":[0.91106296,0.017707722,0.006651833,0.003993866,0.007029146,0.002220418,0.007983509,0.0029217124,0.040428862],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9543556,0.002478667,0.011887857,0.010604421,0.007649971,0.013023495],"domain_scores_gemma":[0.9741078,0.0029758096,0.0048874337,0.011346419,0.0026016445,0.004080874],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0091786,0.009872124,0.009172483,0.006698948,0.0074136253,0.006251399,0.010142824,0.0048547518,0.0038447517],"category_scores_gemma":[0.0027298394,0.011608374,0.0043860166,0.010854571,0.0020238103,0.0078545585,0.006952013,0.0058431905,0.003596667],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018755861,0.002822587,0.004573486,0.0062060854,0.00923663,0.0022187491,0.007045005,0.017237362,0.4420446,0.18233201,0.2808146,0.043593306],"study_design_scores_gemma":[0.014178622,0.0014332808,0.015140803,0.007935695,0.0061029005,0.00029402567,0.0010574677,0.08695379,0.009095658,0.003759887,0.8420917,0.011956195],"about_ca_topic_score_codex":0.00044191183,"about_ca_topic_score_gemma":0.00974861,"teacher_disagreement_score":0.5612771,"about_ca_system_score_codex":0.0051733293,"about_ca_system_score_gemma":0.0021010062,"threshold_uncertainty_score":0.99864566},"labels":[],"label_agreement":null},{"id":"W7133513843","doi":"10.31983/j-sikep.v5i1.11060","title":"Hubungan Karakteristik Demografi Terhadap Pengetahuan SIBAT Di Bantaran Sungai Bengawan Solo","year":2024,"lang":"","type":"article","venue":"Jurnal Studi Keperawatan","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Hydrometeorology; Preparedness; Flood myth; Flash flood; Variable (mathematics); Sample (material); Disaster preparedness; Natural disaster","score_opus":0.012598278523395309,"score_gpt":0.22827297157295448,"score_spread":0.21567469304955916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133513843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9117073,0.032424822,0.005796497,0.0060977954,0.011216041,0.0018816524,0.00016182318,0.0017847257,0.028929366],"genre_scores_gemma":[0.9878923,0.0041058287,0.00021744044,0.0003374336,0.0024311503,0.00010511487,0.00020203409,0.0002461927,0.0044624466],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948447,0.00018682332,0.0013712851,0.0011744958,0.00095387694,0.001468865],"domain_scores_gemma":[0.9982779,0.00020837212,0.00013978806,0.000790433,0.00013393041,0.00044958392],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00085865956,0.0011352705,0.00096501276,0.0005101236,0.0009558016,0.0015856348,0.00082186004,0.00035587608,0.0006271682],"category_scores_gemma":[0.000046497233,0.00108644,0.00058488216,0.0010252428,0.00016558003,0.0010729681,0.00041271315,0.0014880913,0.0004026089],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009021949,0.0018862691,0.1912179,0.011193575,0.017991643,0.0077521964,0.025373945,0.007222816,0.034564987,0.052381206,0.1984967,0.45101658],"study_design_scores_gemma":[0.0029579247,0.0010936048,0.18703076,0.0022622657,0.0025553377,0.00019386155,0.0033818663,0.07876739,0.0014906027,0.0010175946,0.7154728,0.0037759678],"about_ca_topic_score_codex":0.00024777048,"about_ca_topic_score_gemma":0.000952408,"teacher_disagreement_score":0.5169761,"about_ca_system_score_codex":0.00049342524,"about_ca_system_score_gemma":0.00013752683,"threshold_uncertainty_score":0.9994508},"labels":[],"label_agreement":null},{"id":"W7134945061","doi":"10.29313/bcsurp.v5i2.21633","title":"Kesesuaian NbS Pada Kawasan Pesisir Eretan-Ilir","year":2025,"lang":"","type":"article","venue":"Bandung Conference Series Urban & Regional Planning","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Mangrove; Flooding (psychology); Land cover; Geographic information system; Land use; Resilience (materials science); Spatial analysis; Spatial planning","score_opus":0.02843928970906733,"score_gpt":0.23960623381480847,"score_spread":0.21116694410574113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134945061","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36159095,0.025233036,0.07159657,0.02385532,0.010197057,0.0036435795,0.00019709113,0.0027891563,0.5008972],"genre_scores_gemma":[0.95208406,0.0006592067,0.0005506724,0.00069629395,0.00047630185,0.00009111533,0.00034573214,0.00006575868,0.045030877],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99653405,0.00012373368,0.000910426,0.000861829,0.00056670734,0.0010032778],"domain_scores_gemma":[0.99832344,0.00023332034,0.00023291523,0.00068419456,0.00029772668,0.00022842843],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034298218,0.0008197329,0.00077075936,0.00051414774,0.0006449462,0.0006981253,0.00073029764,0.00041900127,0.0004160513],"category_scores_gemma":[0.00008935599,0.0009039338,0.00026359098,0.0008600553,0.00027488702,0.00120226,0.0002241141,0.0007177744,0.00007004027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012645065,0.00019493987,0.06647299,0.0024075303,0.0020424335,0.00034019147,0.00686703,0.004358803,0.0040699756,0.3985471,0.48562002,0.02781445],"study_design_scores_gemma":[0.0024346686,0.00023530179,0.0893671,0.0044144294,0.00062843785,0.00003289548,0.008435562,0.024086662,0.0013807508,0.0074718487,0.85937613,0.0021362198],"about_ca_topic_score_codex":0.0001379167,"about_ca_topic_score_gemma":0.00011796656,"teacher_disagreement_score":0.5904931,"about_ca_system_score_codex":0.00019830166,"about_ca_system_score_gemma":0.0003767361,"threshold_uncertainty_score":0.99934113},"labels":[],"label_agreement":null}]}